/// <summary>
/// Should forcast using 12 months data, falling back to 6 month if unavailable
/// //ForcastSlope = _ForcastVals[0];
//ForcastIntercept = _ForcastVals[1];
//ForcastValue = _ForcastVals[2];
//ForcastRangeUpperBount = _ForcastVals[3];
/// </summary>
/// <param name="SKUID"></param>
private double[] Forcast(int SkuId, DateTime EndDate)
{
StatusMonContext db = new StatusMonContext();
List<double> SalesData;
double[] xdata;
double[] ydata;
DateTime EndDate12 = EndDate.AddMonths(-12);
DateTime EndDate6 = EndDate.AddMonths(-6);
int date = (EndDate.Date.Year * 12 + EndDate.Date.Month);
//Test if 12 Month of Data Exists
if (db.SalesOrderDetails.Where(o => o.SalesOrder.OrderDate <= EndDate12).Count() > 0)
{
SalesData = MonthlySalesD(SkuId, EndDate.AddMonths(-11), EndDate);
xdata = new double[] { date - 11, date - 10, date - 9, date - 8, date - 7, date - 6, date - 5, date - 4, date - 3, date - 2, date - 1, date };
//12 Months!
}
else if (db.SalesOrderDetails.Where(o => o.SalesOrder.OrderDate.Date <= EndDate6).Count() > 0) {
//6 Months
SalesData = MonthlySalesD(SkuId, EndDate.AddMonths(-5), EndDate);
xdata = new double[] { date - 5, date - 4, date - 3, date - 2, date - 1, date }; //Actual Values are nominal
}
else
{
//Not enough Data to forcast accurately
db.Dispose();
return new double[] { 0, 0, 0, 0};
}
db.Dispose();
ydata = SalesData.ToArray();
return Linear.Forcast(date + 1, xdata, ydata);
}
public ActionResult Generate()
{
StatusMonContext db = new StatusMonContext();
DateTime MostRecent = db.SalesOrders.Max(s => s.OrderDate).Date;
MostRecent = MostRecent.AddDays(-1 * (MostRecent.Day - 1));
List<int> Skus = db.SalesOrderDetails.GroupBy(o => o.ProductID).ToList().Select(p => p.Key).ToList();
foreach (int Sku in Skus)
{
double stdDev = StandardDeviation(Sku, MostRecent);
int[] Sales12Month = MonthlySales(Sku, MostRecent.AddMonths(-11), MostRecent).ToArray();
int totalSales = Sales12Month.Sum();
double[] forcastVals = Forcast(Sku, MostRecent);
InventoryReport IR = new InventoryReport(Sku, stdDev, forcastVals, totalSales, Sales12Month, MostRecent);
db.InventoryReports.AddOrUpdate(IR);
db.SaveChanges();
}
return RedirectToAction("Index");
}
// GET: SalesOrderDetails
public ActionResult Index()
{
StatusMonContext db = new StatusMonContext();
return View(db.InventoryReports.ToList());
}
private int TotalSales(int SkuId, DateTime StartDate, DateTime EndDate)
{
StatusMonContext db = new StatusMonContext();
int Sum = 0;
if (db.SalesOrderDetails.Where(p =>
p.ProductID == SkuId &&
p.SalesOrder.OrderDate >= StartDate &&
p.SalesOrder.OrderDate < EndDate).Count() > 0)
{
Sum = (db.SalesOrderDetails.Where(p =>
p.ProductID == SkuId &&
p.SalesOrder.OrderDate >= StartDate &&
p.SalesOrder.OrderDate < EndDate).Sum(o => o.OrderQty));
}
db.Dispose();
return Sum;
}
