public List <CalculatedMetricsModel> makeRawDevicesCalculation(List <CalculatedMetricsModel> calculatedMetrics, List <RawMetric> rawMetricsToCalculate)
{
// average calculation
CalculatedMetricsModel calculatedMetric = new CalculatedMetricsModel();
calculatedMetric.DeviceId = rawMetricsToCalculate[0].DeviceId;
calculatedMetric.DateTimeStart = metricsLowestDate(rawMetricsToCalculate);
calculatedMetric.DateTimeEnd = metricsHighestDate(rawMetricsToCalculate);
calculatedMetric.Value = calcAverageValue(getRawMetricsValues(rawMetricsToCalculate));
calculatedMetric.DataType = "Average";
calculatedMetrics.Add(calculatedMetric);
// median calculation
calculatedMetric = new CalculatedMetricsModel();
calculatedMetric.DeviceId = rawMetricsToCalculate[0].DeviceId;
calculatedMetric.DateTimeStart = metricsLowestDate(rawMetricsToCalculate);
calculatedMetric.DateTimeEnd = metricsHighestDate(rawMetricsToCalculate);
calculatedMetric.Value = calcMedianValue(getRawMetricsValues(rawMetricsToCalculate));
calculatedMetric.DataType = "Median";
calculatedMetrics.Add(calculatedMetric);
// highest value
calculatedMetric = new CalculatedMetricsModel();
calculatedMetric.DeviceId = rawMetricsToCalculate[0].DeviceId;
calculatedMetric.DateTimeStart = metricsLowestDate(rawMetricsToCalculate);
calculatedMetric.DateTimeEnd = metricsHighestDate(rawMetricsToCalculate);
calculatedMetric.Value = calcHighestValue(getRawMetricsValues(rawMetricsToCalculate));
calculatedMetric.DataType = "HighestValue";
calculatedMetrics.Add(calculatedMetric);
// lowest value
calculatedMetric = new CalculatedMetricsModel();
calculatedMetric.DeviceId = rawMetricsToCalculate[0].DeviceId;
calculatedMetric.DateTimeStart = metricsLowestDate(rawMetricsToCalculate);
calculatedMetric.DateTimeEnd = metricsHighestDate(rawMetricsToCalculate);
calculatedMetric.Value = calcLowestValue(getRawMetricsValues(rawMetricsToCalculate));
calculatedMetric.DataType = "LowestValue";
calculatedMetrics.Add(calculatedMetric);
return(calculatedMetrics);
}
public List <CalculatedMetricsModel> Calculation(List <RawMetric> rawMetrics)
{
List <CalculatedMetricsModel> calculatedMetrics = new List <CalculatedMetricsModel>();
CalculatedMetricsModel calculatedMetric = new CalculatedMetricsModel();
List <RawMetric> rawMetricsToCalculate = new List <RawMetric>(); // List of the values we want to make calculations on
if (!(rawMetrics.Count <= 1))
{
for (int i = 0; i < rawMetrics.Count(); i++)
{
if (i != (rawMetrics.Count() - 1))
{
// we also check here if we're not on the last item of the list
if (rawMetrics[i].DeviceId.Equals(rawMetrics[i + 1].DeviceId))
{
rawMetricsToCalculate.Add(rawMetrics[i]);
}
else
{
// do calculation
rawMetricsToCalculate.Add(rawMetrics[i]);
calculatedMetrics = makeRawDevicesCalculation(calculatedMetrics, rawMetricsToCalculate);
rawMetricsToCalculate = new List <RawMetric>();
}
}
else
{
// do calculation
rawMetricsToCalculate.Add(rawMetrics[i]);
calculatedMetrics = makeRawDevicesCalculation(calculatedMetrics, rawMetricsToCalculate);
rawMetricsToCalculate = new List <RawMetric>();
}
}
}
return(calculatedMetrics);
}