public StorageContextMetadataTimeVarianceExtractor(IDataStorageDefinition storageDefinition, double axisPeriod = double.NaN)
{
var dict = storageDefinition.VariablesMetadata;
var dimDict = storageDefinition.VariablesDimensions;
string timeDimName = TimeAxisAutodetection.GetTimeDimension(storageDefinition);
foreach (var variable in dict.Keys)
{
//checking for temporal variogram. Storing it if found
if (timeDimName != null)
{
int idx = Array.IndexOf(dimDict[variable], timeDimName);
if (idx >= 0)
{
var temporalVariogramStorage = new StorageContextVariogramStorage.StorageContextMetadataStorage(storageDefinition, variable, idx.ToString()) as VariogramModule.IVariogramStorage;
var materializationResult = temporalVariogramStorage.Materialize();
if (FSharp.Core.FSharpOption <VariogramModule.IVariogram> .get_IsSome(materializationResult))
{
processes.Add(variable, new GaussianProcessDescription(materializationResult.Value, axisPeriod));
}
}
}
}
}
public StorageContextMetadataSpatialVarianceExtractor(IDataStorageDefinition storageDefinition)
{
var dict = storageDefinition.VariablesMetadata;
var dimDict = storageDefinition.VariablesDimensions;
foreach (var variable in dict.Keys)
{
//checking for spatial variogram. Storing it if found
var spatialVariogramStorage = new StorageContextVariogramStorage.StorageContextMetadataStorage(storageDefinition, variable, spatialKey) as VariogramModule.IVariogramStorage;
var materializationResult = spatialVariogramStorage.Materialize();
if (FSharp.Core.FSharpOption <VariogramModule.IVariogram> .get_IsSome(materializationResult))
{
fields.Add(variable, new GaussianFieldDescrption(materializationResult.Value));
}
}
}
