private String demandToString() {
Iterator<Years> yrItr = demandMap.keySet().iterator();
Map<LocalDate, Demand> currDemandMap;
Years currYr;
LocalDate currDate;
Demand currDemand;
StringBuffer epDemandBf = new StringBuffer();
epDemandBf.append("epDemand|");
StringBuffer rcActualDemandBf = new StringBuffer();
rcActualDemandBf.append("rcActualDemand|");
StringBuffer rcDemandBf = new StringBuffer();
rcDemandBf.append("rcDemand|");
StringBuffer rcAvgDemandBf = new StringBuffer();
rcAvgDemandBf.append("rcAvgDemand|");
StringBuffer rcAvgDemandActualBf = new StringBuffer();
rcAvgDemandActualBf.append("rcAvgDemandActual|");
while (yrItr.hasNext()) {
currYr = yrItr.next();
currDemandMap = demandMap.get(currYr);
Iterator<LocalDate> itr = currDemandMap.keySet().iterator();
while (itr.hasNext()) {
currDate = itr.next();
currDemand = currDemandMap.get(currDate);
// ep demand
epDemandBf.append(currDate);
epDemandBf.append(":");
epDemandBf.append(currDemand.getEpDemand());
epDemandBf.append("|");
// actual demand
rcActualDemandBf.append(currDate);
rcActualDemandBf.append(":");
rcActualDemandBf.append(currDemand.getRcDemandActual());
rcActualDemandBf.append("|");
// rc demand
rcDemandBf.append(currDate);
rcDemandBf.append(":");
rcDemandBf.append(currDemand.getRcDemand());
rcDemandBf.append("|");
// rc average demand
rcAvgDemandBf.append(currDate);
rcAvgDemandBf.append(":");
rcAvgDemandBf.append(currDemand.getRcAvgDemand());
rcAvgDemandBf.append("|");
// rc average demand actual
rcAvgDemandActualBf.append(currDate);
rcAvgDemandActualBf.append(":");
rcAvgDemandActualBf.append(currDemand.getRcAvgDemandActual());
rcAvgDemandActualBf.append("|");
}
}
rcActualDemandBf.append(";\n");
epDemandBf.append(";\n");
rcDemandBf.append(";\n");
rcAvgDemandBf.append(";\n");
rcAvgDemandActualBf.append(";\n");
StringBuffer retBf = new StringBuffer();
retBf.append(epDemandBf.toString());
retBf.append(rcActualDemandBf.toString());
retBf.append(rcDemandBf.toString());
retBf.append(rcAvgDemandBf.toString());
retBf.append(rcAvgDemandActualBf.toString());
retBf.append("\n");
return retBf.toString();
}
private void processWeeklyMetrics() {
// On the end of the review cycle (Sat night) the rcAvgDemand does not undergo weekly learning
// For this exercise we do not have time granulity so weekly processing is done Sunday for the
// prior week
LocalDate crc = SystemDao.getCrc();
LocalDate prevCRCStartDate = SystemDao.getReviewCycleStartDate(); // getPreviousCRCStartDate();
Sales salesData = getSales(crc);
Sales beginOfPeriodSalesData = getSales(prevCRCStartDate);
double beginOfPeriodRcAvgSales = 0;
double beginOfPeriodRcActualAvgSales = 0;
if (beginOfPeriodSalesData != null) {
beginOfPeriodRcAvgSales = beginOfPeriodSalesData.getRcAvgSales();
beginOfPeriodRcActualAvgSales = beginOfPeriodSalesData.getRcAvgSalesActual();
}
Demand demandData = getDemand(crc);
Demand beginOfPeriodDemandData = getDemand(prevCRCStartDate);
double beginOfPeriodRcAvgDemand = 0;
double beginOfPeriodRcAvgActualDemand = 0;
if (beginOfPeriodDemandData != null) {
beginOfPeriodRcAvgDemand = beginOfPeriodDemandData.getRcAvgDemand();
beginOfPeriodRcAvgActualDemand = beginOfPeriodDemandData.getRcAvgDemandActual();
}
double defaultWeight = SystemDao.getDefaultWeight();
double lastWeekLift = getDemandUplift(prevCRCStartDate);
double weight = 1.0;
if (statusCd == STATUS_CD.LEARNING) {
weight = getWeightedWeight1(learningWeekCounter, defaultWeight);
} else if (statusCd == STATUS_CD.ACTIVE) {
weight = getWeight1(learningWeekCounter);
}
rcAvgSalesActual =
(weight * (salesData.getRcSalesActual() / lastWeekLift))
+ ((1 - weight) * beginOfPeriodRcActualAvgSales);
rcAvgSales =
(weight * (salesData.getRcSales() / lastWeekLift))
+ ((1 - weight) * beginOfPeriodRcAvgSales);
rcAvgDemand =
(weight * (demandData.getRcDemand() / lastWeekLift))
+ ((1 - weight) * beginOfPeriodRcAvgDemand);
rcAvgDemandActual =
(weight * (demandData.getRcDemandActual() / lastWeekLift))
+ ((1 - weight) * beginOfPeriodRcAvgActualDemand);
// error checking
if (rcAvgDemand == 0 && statusCd != STATUS_CD.INACTIVE) {
System.out.println("Error: 0 demand when product status is not inactive");
}
if (rcAvgDemand >= 4 * rcAvgSales) {
rcAvgSales = 4 * rcAvgSalesActual;
System.out.println("Error: RC Actual Sales greater then 4 times RC Average Sales");
}
if (rcAvgDemand >= 3 * rcAvgSalesActual) {
rcAvgSales = 3 * rcAvgSalesActual;
System.out.println("Error: RC Actual Sales greater then 3 times RC Actual Average Sales");
}
storeWeeklyMetrics(crc);
this.learningWeekCounter++;
// this is the end of the review cycle reset hasBeenOffRange
if (hasBeenOffRange) {
hasBeenOffRange = false;
}
resetRcAccumulators();
}
