public async Task WorldClimAllVaraiblesValuesTest()
{
var storage = TestDataStorageFactory.GetStorage(TestConstants.UriWorldClim);
WorldClim14DataSource wc = await WorldClim14DataSource.CreateAsync(storage);
TimeRegion tr = new TimeRegion().GetMonthlyTimeseries(firstMonth: 1, lastMonth: 1);
FetchDomain domain = FetchDomain.CreatePoints(
new double[] { 48.25 }, // data index 12990
new double[] { -100.25 }, //data index 9570
tr);
FetchRequest tmpRequest = new FetchRequest("tmean", domain);
FetchRequest preRequest = new FetchRequest("prec", domain);
var handlerPrivate = new PrivateObject(wc, new PrivateType(typeof(DataHandlerFacade)));
var aggregatorPrivate = new PrivateObject(handlerPrivate, "valuesAggregator");
Assert.AreEqual(-14.9, (double)(await(Task <Array>)(aggregatorPrivate.Invoke("AggregateAsync", RequestContextStub.GetStub(storage, tmpRequest), null))).GetValue(0), 1e-2); //manual data comparision
Assert.AreEqual(13, (double)(await(Task <Array>)(aggregatorPrivate.Invoke("AggregateAsync", RequestContextStub.GetStub(storage, preRequest), null))).GetValue(0), 1e-1);
}
public async Task ClusterizationTest()
{
var storage = TestDataStorageFactory.GetStorage(TestConstants.UriWorldClim);
WorldClim14DataSource worldClim = await WorldClim14DataSource.CreateAsync(storage);
TimeRegion tr = new TimeRegion(firstYear: 1950, lastYear: 2010, firstDay: 1, lastDay: 31);
FetchDomain domain = FetchDomain.CreatePoints(
//ocean region
new double[] { 53.1, 53.3, -22.8, 53.2 }, //data indeces 13572,13596,13584
new double[] { -116.0, -115.975, 124.8, -115.9 }, //data indeces 7680,7683,36576,7692
tr
);
FetchRequest request = new FetchRequest("tmean", domain);
var handlerPrivate = new PrivateObject(worldClim, new PrivateType(typeof(DataHandlerFacade)));
var aggregatorPrivate = new PrivateObject(handlerPrivate, "valuesAggregator");
var res = await(Task <Array>)(aggregatorPrivate.Invoke("AggregateAsync", RequestContextStub.GetStub(storage, request), null));
Assert.AreEqual(-13.3, (double)res.GetValue(0), 1e-2);
Assert.AreEqual(-13.3, (double)res.GetValue(1), 1e-2);
Assert.AreEqual(32.6, (double)res.GetValue(2), 1e-2);
Assert.AreEqual(-13.3, (double)res.GetValue(3), 1e-2);
}
