private MpiObjectiveScores CalculateCatchmentScores(CatchmentDefinition catchment, SerializableDictionary <string, MpiTimeSeries> catchmentTimeSeries, MpiSysConfig sysConfig)
{
// convert back to the Time.Data.TimeSeries objects for use by the statistics objects.
SerializableDictionary <string, TimeSeries> convertedCatchmentTimeSeries = new SerializableDictionary <string, TimeSeries>();
foreach (KeyValuePair <string, MpiTimeSeries> keyValuePair in catchmentTimeSeries)
{
MpiTimeSeries value = keyValuePair.Value;
convertedCatchmentTimeSeries.Add(keyValuePair.Key, new TimeSeries(value.Start, value.TimeStep, value.TimeSeries));
}
// make the pre-calculated time series look like a point time series model so it can be used by the statistics evaluator
PointTimeSeriesSimulationDictionaryAdapter catchmentTimeSeriesAdapter = new PointTimeSeriesSimulationDictionaryAdapter(convertedCatchmentTimeSeries);
catchmentTimeSeriesAdapter.SetPeriod(catchment.Cells[0].ModelRunDefinition.StartDate, catchment.Cells[0].ModelRunDefinition.EndDate);
// retrieve the statistics evaluator for this catchment
Log.DebugFormat("Rank {0}: Catchment '{1}' creating score evaluator", WorldRank, catchment.Id);
var catchmentScoreEvaluator = GetCatchmentStatisticsEvaluator(catchment, catchmentTimeSeriesAdapter);
catchmentScoreEvaluator.SetModelRunner(catchmentTimeSeriesAdapter);
Log.DebugFormat("Rank {0}: Catchment '{1}' evaluating score", WorldRank, catchment.Id);
MpiObjectiveScores calculateCatchmentScores = new MpiObjectiveScores(catchmentScoreEvaluator.EvaluateScore(catchmentTimeSeriesAdapter, sysConfig), catchment.Id);
return(calculateCatchmentScores);
}
private MpiObjectiveScores CalculateCatchmentScores(CatchmentDefinition catchment, SerializableDictionary <string, MpiTimeSeries>[] cellResults, MpiSysConfig sysConfig, int cellCount)
{
LumpedCatchmentObjectivesDefinition objDef = SerializationHelper.XmlDeserialize <LumpedCatchmentObjectivesDefinition>(new FileInfo(ObjectiveDefinitionFileName));
objDef.CatchmentIdentifier = catchment.Id;
PointTimeSeriesSimulationDictionaryAdapter catchmentTimeSeriesAdapter = new PointTimeSeriesSimulationDictionaryAdapter(AverageCellTimeSeries(cellResults, cellCount));
catchmentTimeSeriesAdapter.SetPeriod(catchment.Cells[0].ModelRunDefinition.StartDate, catchment.Cells[0].ModelRunDefinition.EndDate);
IClonableObjectiveEvaluator <MpiSysConfig> catchmentScoreEvaluator = new CatchmentStatisticsEvaluator <ICloneableSimulation, MpiSysConfig>(
catchmentTimeSeriesAdapter,
objDef.BuildAnalysis(),
objDef.GetMaximizable(),
objDef.GetObjectiveNames());
return(new MpiObjectiveScores(catchmentScoreEvaluator.EvaluateScore(sysConfig)));
}
private CatchmentStatisticsEvaluator <ICloneableSimulation, MpiSysConfig> GetCatchmentStatisticsEvaluator(
CatchmentDefinition catchment,
PointTimeSeriesSimulationDictionaryAdapter catchmentTimeSeriesAdapter)
{
CatchmentStatisticsEvaluator <ICloneableSimulation, MpiSysConfig> catchmentScoreEvaluator;
CatchmentStatisticsEvaluatorCache.TryGetValue(catchment.Id, out catchmentScoreEvaluator);
if (catchmentScoreEvaluator == null)
{
LumpedCatchmentObjectivesDefinition objDef =
SerializationHelper.XmlDeserialize <LumpedCatchmentObjectivesDefinition>(new FileInfo(ObjectiveDefinitionFileName));
objDef.CatchmentIdentifier = catchment.Id;
catchmentScoreEvaluator = new CatchmentStatisticsEvaluator <ICloneableSimulation, MpiSysConfig>(
catchmentTimeSeriesAdapter,
objDef.BuildAnalysis(),
objDef.GetMaximizable(),
objDef.GetObjectiveNames());
CatchmentStatisticsEvaluatorCache.Add(catchment.Id, catchmentScoreEvaluator);
}
return(catchmentScoreEvaluator);
}
