public void HashTest()
{
TimeRegion tr = new TimeRegion(firstYear: 2000, lastYear: 2001).GetMonthlyTimeseries();
FetchRequest request = new FetchRequest(
"airt",
FetchDomain.CreatePointGrid(
Enumerable.Range(0, 150).Select(i => 50.0 + i * 0.1).ToArray(), // 5.0 .. 20.0
Enumerable.Range(0, 170).Select(i => 30.0 + i * 0.1).ToArray(),
tr),
new DateTime(2012, 11, 13), new string[] { "WorldClim 1.4" });
FetchRequest request2 = new FetchRequest(
"temp",
FetchDomain.CreatePointGrid(
Enumerable.Range(0, 150).Select(i => 50.0 + i * 0.1).ToArray(), // 5.0 .. 20.0
Enumerable.Range(0, 170).Select(i => 30.0 + i * 0.1).ToArray(),
tr),
new DateTime(2012, 11, 13), new string[] { "WorldClim 1.4" });
FetchRequest request3 = new FetchRequest(
"temp",
FetchDomain.CreateCellGrid(
Enumerable.Range(0, 150).Select(i => 50.0 + i * 0.1).ToArray(), // 5.0 .. 20.0
Enumerable.Range(0, 170).Select(i => 30.0 + i * 0.1).ToArray(),
tr),
new DateTime(2012, 11, 13), new string[] { "WorldClim 1.4" });
Assert.IsTrue(request.GetSHAHash() != request2.GetSHAHash());
Assert.IsTrue(request2.GetSHAHash() != request3.GetSHAHash());
}
public void PartsCountingTest()
{
var tr = new TimeRegion(firstYear: 2000, lastYear: 2001).GetMonthlyTimeseries();
var request2 = new FetchRequest(
"pet",
FetchDomain.CreateCellGrid(
Enumerable.Range(0, 151).Select(i => 5.0 + i * 0.1).ToArray(), // 5.0 .. 20.0
Enumerable.Range(0, 171).Select(i => 70.0 + i * 0.1).ToArray(),
tr),
new DateTime(2013, 11, 17));
// 306000 pts in this request
Assert.AreEqual(31, JobManager.GetPartitionsCount(request2, 1000, 10000));
Assert.AreEqual(170, JobManager.GetPartitionsCount(request2, 1000, 10000, 310));
Assert.AreEqual(100, JobManager.GetPartitionsCount(request2, 1000, 10000, 100));
var request3 = new FetchRequest(
"pet",
FetchDomain.CreatePointGrid(
Enumerable.Range(0, 50).Select(i => 5.0 + i * 0.1).ToArray(), // 5.0 .. 20.0
Enumerable.Range(0, 170).Select(i => 70.0 + i * 0.1).ToArray(),
tr),
new DateTime(2013, 11, 17));
//102000 pts
Assert.AreEqual(102, JobManager.GetPartitionsCount(request3, 1000, 10000, 102));
}
public async Task Bug1691()
{
double BayOfBiscaySELat = 44.5;
double BayOfBiscaySELon = -3.5;
double InFranceLat = 47;
double InFranceLon = 1;
Random r = new Random(1);
var eps = r.NextDouble() / 10.0;
double latDelta = InFranceLat - BayOfBiscaySELat;
double lonDelta = InFranceLon - BayOfBiscaySELon;
var tr = new TimeRegion(1990, 2001, 1, -1, 0, 24);
var request = new FetchRequest(
"temp",
FetchDomain.CreateCellGrid(
Enumerable.Range(0, 31).Select(i => eps + BayOfBiscaySELat + i * latDelta / 31.0).ToArray(),
Enumerable.Range(0, 21).Select(i => eps + BayOfBiscaySELon + i * lonDelta / 21.0).ToArray(),
tr));
string etopoLocalUri = TestConstants.UriEtopo;
var ghcnStorage = TestDataStorageFactory.GetStorageContext(TestConstants.UriGHCN);
var reqContext = RequestContextStub.GetStub(ghcnStorage, request);
DataSourceHandler handler = await GHCNv2DataSource.DataHandler.CreateAsync(ghcnStorage);
var result = await handler.ProcessRequestAsync(reqContext);
Assert.IsTrue(-70.0 < (double)result.GetValue(16, 2)); //manual data comparison.
}
public IEnumerable <FetchRequest> GetRequestsForGrid(GeoGrid g)
{
foreach (var pair in variables)
{
yield return(new FetchRequest(
pair.Key,
FetchDomain.CreateCellGrid(g.Latitudes, g.Longitudes, tr),
config.TimeStamp,
pair.Value.ToArray()));
}
yield break;
}
private FetchDomain CreateCellGridDomain(TimeRegion tr)
{
var eps = r.NextDouble() / 10.0;
Trace.WriteLine(String.Format("Using eps={0}", eps));
double latDelta = InFranceLat - BayOfBiscaySELat;
double lonDelta = InFranceLon - BayOfBiscaySELon;
return(FetchDomain.CreateCellGrid(
Enumerable.Range(0, 31).Select(i => eps + BayOfBiscaySELat + i * latDelta / 31.0).ToArray(),
Enumerable.Range(0, 21).Select(i => eps + BayOfBiscaySELon + i * lonDelta / 21.0).ToArray(),
tr));
}
public void Bug1691()
{
double BayOfBiscaySELat = 44.5;
double BayOfBiscaySELon = -3.5;
double InFranceLat = 47;
double InFranceLon = 1;
Random r = new Random(1);
var eps = r.NextDouble() / 10.0;
double latDelta = InFranceLat - BayOfBiscaySELat;
double lonDelta = InFranceLon - BayOfBiscaySELon;
var tr = new TimeRegion(1990, 2001, 1, -1, 0, 24, true, false, true);
var request = new FetchRequest(
"temp",
FetchDomain.CreateCellGrid(
Enumerable.Range(0, 31).Select(i => eps + BayOfBiscaySELat + i * latDelta / 31.0).ToArray(),
Enumerable.Range(0, 21).Select(i => eps + BayOfBiscaySELon + i * lonDelta / 21.0).ToArray(),
tr));
string etopoLocalUri = TestConstants.UriEtopo;
var ghcnStorage = TestDataStorageFactory.GetStorage(TestConstants.UriGHCN);
var etopoStorage = TestDataStorageFactory.GetStorage(etopoLocalUri);
GHCNDataHandler handler = new GHCNDataHandler(ghcnStorage);
ETOPO1DataSource.ETOPO1DataHandler elevationHandler = new ETOPO1DataSource.ETOPO1DataHandler(etopoStorage);
Func <FetchRequest, Array> elevHandling = req =>
{
var rewrittenReq = new FetchRequest("Elevation", req.Domain);
return(elevationHandler.AggregateAsync(RequestContextStub.GetStub(etopoStorage, rewrittenReq), null).Result);
};
var reqContext = RequestContextStub.GetStub(ghcnStorage, request, elevHandling);
var compCont = new ComputationalContext();
var evRes = handler.EvaluateAsync(reqContext, compCont).Result;
Assert.IsTrue(-70.0 < (double)handler.AggregateAsync(reqContext, compCont).Result.GetValue(16, 2, 0)); //manual data comparison.
}
public void SubrequestExtractionTest()
{
var tr = new TimeRegion(firstYear: 2000, lastYear: 2001).GetMonthlyTimeseries();
var request = new FetchRequest(
"pet",
FetchDomain.CreatePointGrid(
Enumerable.Range(0, 150).Select(i => 5.0 + i * 0.1).ToArray(), // 5.0 .. 20.0
Enumerable.Range(0, 170).Select(i => 70.0 + i * 0.1).ToArray(),
tr),
new DateTime(2013, 11, 17));
//let's divide it into 31 part
// 170 / 31 = 5
// 170 % 31 = 15
//so we gotta get 15 parts 6 points wide and 16 parts 5 points wide
var answer1 = new FetchRequest(
"pet",
FetchDomain.CreatePointGrid(
Enumerable.Range(0, 150).Select(i => 5.0 + i * 0.1).ToArray(), // 5.0 .. 20.0
Enumerable.Range(0, 6).Select(i => 70.0 + i * 0.1).ToArray(),
tr),
new DateTime(2013, 11, 17));
var answer15 = new FetchRequest(
"pet",
FetchDomain.CreatePointGrid(
Enumerable.Range(0, 150).Select(i => 5.0 + i * 0.1).ToArray(), // 5.0 .. 20.0
Enumerable.Range(0, 6).Select(i => 78.4 + i * 0.1).ToArray(),
tr),
new DateTime(2013, 11, 17));
var answer16 = new FetchRequest(
"pet",
FetchDomain.CreatePointGrid(
Enumerable.Range(0, 150).Select(i => 5.0 + i * 0.1).ToArray(), // 5.0 .. 20.0
Enumerable.Range(0, 5).Select(i => 79.0 + i * 0.1).ToArray(),
tr),
new DateTime(2013, 11, 17));
var answer31 = new FetchRequest(
"pet",
FetchDomain.CreatePointGrid(
Enumerable.Range(0, 150).Select(i => 5.0 + i * 0.1).ToArray(), // 5.0 .. 20.0
Enumerable.Range(0, 5).Select(i => 86.5 + i * 0.1).ToArray(),
tr),
new DateTime(2013, 11, 17));
var guess1 = JobManager.EvaluateSubrequestData(request, 31, 0);
var guess15 = JobManager.EvaluateSubrequestData(request, 31, 14);
var guess16 = JobManager.EvaluateSubrequestData(request, 31, 15);
var guess31 = JobManager.EvaluateSubrequestData(request, 31, 30);
Assert.AreEqual(answer1.EnvironmentVariableName, guess1.Item1.EnvironmentVariableName);
Assert.AreEqual(answer1.ParticularDataSource, guess1.Item1.ParticularDataSource);
Assert.AreEqual(answer1.ReproducibilityTimestamp, guess1.Item1.ReproducibilityTimestamp);
Assert.AreEqual(answer1.Domain.SpatialRegionType, guess1.Item1.Domain.SpatialRegionType);
Assert.AreEqual(answer15.EnvironmentVariableName, guess15.Item1.EnvironmentVariableName);
Assert.AreEqual(answer15.ParticularDataSource, guess15.Item1.ParticularDataSource);
Assert.AreEqual(answer15.ReproducibilityTimestamp, guess15.Item1.ReproducibilityTimestamp);
Assert.AreEqual(answer15.Domain.SpatialRegionType, guess15.Item1.Domain.SpatialRegionType);
Assert.AreEqual(answer16.EnvironmentVariableName, guess16.Item1.EnvironmentVariableName);
Assert.AreEqual(answer16.ParticularDataSource, guess16.Item1.ParticularDataSource);
Assert.AreEqual(answer16.ReproducibilityTimestamp, guess16.Item1.ReproducibilityTimestamp);
Assert.AreEqual(answer16.Domain.SpatialRegionType, guess16.Item1.Domain.SpatialRegionType);
Assert.AreEqual(answer31.EnvironmentVariableName, guess31.Item1.EnvironmentVariableName);
Assert.AreEqual(answer31.ParticularDataSource, guess31.Item1.ParticularDataSource);
Assert.AreEqual(answer31.ReproducibilityTimestamp, guess31.Item1.ReproducibilityTimestamp);
Assert.AreEqual(answer31.Domain.SpatialRegionType, guess31.Item1.Domain.SpatialRegionType);
for (int i = 0; i < answer1.Domain.Lats.Length; ++i)
{
Assert.AreEqual(answer1.Domain.Lats[i], guess1.Item1.Domain.Lats[i], TestConstants.DoublePrecision);
}
for (int i = 0; i < answer1.Domain.Lons.Length; ++i)
{
Assert.AreEqual(answer1.Domain.Lons[i], guess1.Item1.Domain.Lons[i], TestConstants.DoublePrecision);
}
for (int i = 0; i < answer15.Domain.Lats.Length; ++i)
{
Assert.AreEqual(answer15.Domain.Lats[i], guess15.Item1.Domain.Lats[i], TestConstants.DoublePrecision);
}
for (int i = 0; i < answer15.Domain.Lons.Length; ++i)
{
Assert.AreEqual(answer15.Domain.Lons[i], guess15.Item1.Domain.Lons[i], TestConstants.DoublePrecision);
}
for (int i = 0; i < answer16.Domain.Lats.Length; ++i)
{
Assert.AreEqual(answer16.Domain.Lats[i], guess16.Item1.Domain.Lats[i], TestConstants.DoublePrecision);
}
for (int i = 0; i < answer16.Domain.Lons.Length; ++i)
{
Assert.AreEqual(answer16.Domain.Lons[i], guess16.Item1.Domain.Lons[i], TestConstants.DoublePrecision);
}
for (int i = 0; i < answer31.Domain.Lats.Length; ++i)
{
Assert.AreEqual(answer31.Domain.Lats[i], guess31.Item1.Domain.Lats[i], TestConstants.DoublePrecision);
}
for (int i = 0; i < answer31.Domain.Lons.Length; ++i)
{
Assert.AreEqual(answer31.Domain.Lons[i], guess31.Item1.Domain.Lons[i], TestConstants.DoublePrecision);
}
Assert.AreEqual(0, guess1.Item2[0]);
Assert.AreEqual(84, guess15.Item2[0]);
Assert.AreEqual(90, guess16.Item2[0]);
Assert.AreEqual(165, guess31.Item2[0]);
var request2 = new FetchRequest(
"pet",
FetchDomain.CreateCellGrid(
Enumerable.Range(0, 150).Select(i => 5.0 + i * 0.1).ToArray(), // 5.0 .. 20.0
Enumerable.Range(0, 171).Select(i => 70.0 + i * 0.1).ToArray(),
tr),
new DateTime(2013, 11, 17));
var answer115 = new FetchRequest(
"pet",
FetchDomain.CreatePointGrid(
Enumerable.Range(0, 150).Select(i => 5.0 + i * 0.1).ToArray(), // 5.0 .. 20.0
Enumerable.Range(0, 7).Select(i => 78.4 + i * 0.1).ToArray(),
tr),
new DateTime(2013, 11, 17));
var answer116 = new FetchRequest(
"pet",
FetchDomain.CreatePointGrid(
Enumerable.Range(0, 150).Select(i => 5.0 + i * 0.1).ToArray(), // 5.0 .. 20.0
Enumerable.Range(0, 6).Select(i => 79.0 + i * 0.1).ToArray(),
tr),
new DateTime(2013, 11, 17));
var guess115 = JobManager.EvaluateSubrequestData(request2, 31, 14);
var guess116 = JobManager.EvaluateSubrequestData(request2, 31, 15);
for (int i = 0; i < answer115.Domain.Lats.Length; ++i)
{
Assert.AreEqual(answer115.Domain.Lats[i], guess115.Item1.Domain.Lats[i], TestConstants.DoublePrecision);
}
for (int i = 0; i < answer115.Domain.Lons.Length; ++i)
{
Assert.AreEqual(answer115.Domain.Lons[i], guess115.Item1.Domain.Lons[i], TestConstants.DoublePrecision);
}
for (int i = 0; i < answer116.Domain.Lats.Length; ++i)
{
Assert.AreEqual(answer116.Domain.Lats[i], guess116.Item1.Domain.Lats[i], TestConstants.DoublePrecision);
}
for (int i = 0; i < answer116.Domain.Lons.Length; ++i)
{
Assert.AreEqual(answer116.Domain.Lons[i], guess116.Item1.Domain.Lons[i], TestConstants.DoublePrecision);
}
var tr2 = new TimeRegion(1990, 2000, 1, -1, 0, 24).GetYearlyTimeseries(1990, 2000);
var request3 = new FetchRequest(
"airt",
FetchDomain.CreateCells(
new double[] { 3.0 },
new double[] { 78.0 },
new double[] { 23.0 },
new double[] { 99.0 },
tr2));
var guess117 = JobManager.EvaluateSubrequestData(request3, 1, 0);
for (int i = 0; i < request3.Domain.Lats.Length; ++i)
{
Assert.AreEqual(request3.Domain.Lats[i], guess117.Item1.Domain.Lats[i], TestConstants.DoublePrecision);
}
for (int i = 0; i < request3.Domain.Lons.Length; ++i)
{
Assert.AreEqual(request3.Domain.Lons[i], guess117.Item1.Domain.Lons[i], TestConstants.DoublePrecision);
}
for (int i = 0; i < request3.Domain.Lats2.Length; ++i)
{
Assert.AreEqual(request3.Domain.Lats2[i], guess117.Item1.Domain.Lats2[i], TestConstants.DoublePrecision);
}
for (int i = 0; i < request3.Domain.Lons2.Length; ++i)
{
Assert.AreEqual(request3.Domain.Lons2[i], guess117.Item1.Domain.Lons2[i], TestConstants.DoublePrecision);
}
}
public async Task CellGridDataLinearInterpolationTest()
{
var storage = TestDataStorageFactory.GetStorageContext(TestConstants.UriReanalysisRegular);
NCEPReanalysisRegularGridDataHandler reanalysis = await NCEPReanalysisRegularGridDataHandler.CreateAsync(storage);
ITimeRegion tr = new TimeRegion(firstYear: 1980, lastYear: 1980, firstDay: 2, lastDay: 3, startHour: 0, stopHour: 0).
GetSeasonlyTimeseries(firstDay: 2, lastDay: 3, isIntervalTimeseries: false);//indeces 46756,46760; hours sice 1-1-1 00:00:00 = 17347560 , 17347524
IFetchDomain domain = FetchDomain.CreateCellGrid(
//ocean region
new double[] { 5.0, 7.5, 10.0 }, //indeces 34,33,32
new double[] { 40.0, 42.5, 45, 47.5 }, //indeces 16,17,18,19
tr);
FetchRequest request = new FetchRequest("air", domain);
bool[,, ] mask = new bool[3, 2, 2];
bool[] smask = System.Linq.Enumerable.Repeat(true, 12).ToArray();
Buffer.BlockCopy(smask, 0, mask, 0, 12 * sizeof(bool));
var handlerPrivate = new PrivateObject(reanalysis, new PrivateType(typeof(DataHandlerFacade)));
var aggregatorPrivate = new PrivateObject(handlerPrivate, "valuesAggregator");
for (int i = 0; i < 2; i++)
{
bool[, ,] effectiveMask = i == 0 ? null : mask;
var result = await(Task <Array>)(aggregatorPrivate.Invoke("AggregateAsync", RequestContextStub.GetStub(storage, request), effectiveMask));
//lon,lat,t
double[, , ] t = (double[, , ])result;
Assert.AreEqual(12, t.Length);
Assert.AreEqual(3, t.GetLength(0));
Assert.AreEqual(2, t.GetLength(1));
//first time layer manual calculation
//SDS fetched data
//C:\Users\Dmitry>sds data "msds:az?name=ReanalysisRegular&DefaultEndpointsProl=http&AccountName=fetch&AccountKey=1Y0EOrnCX6ULY8c3iMHg9rrul2BWbPHKsHUceZ7ShM/q9K0ml49gQm+PE7G7i7zCvrpuT/vT1aHzEArutw==" air[32:34,16:19,46756]
//[32,16,46756] -22521
//[32,17,46756] -22091
//[32,18,46756] -22221
//[32,19,46756] -22291
//[33,16,46756] -22391
//[33,17,46756] -21861
//[33,18,46756] -21921
//[33,19,46756] -22021
//[34,16,46756] -21811
//[34,17,46756] -21421
//[34,18,46756] -21461
//[34,19,46756] -21541
//excel calculated values x*0.01+239.66 mean
//-22521 -22091 -22221 -22291 14.45 18.75 17.45 16.75 17.5 19.425 18.525
//-22391 -21861 -21921 -22021 15.75 21.05 20.45 19.45 20.95 23 22.3
//-21811 -21421 -21461 -21541 21.55 25.45 25.05 24.25
//checking first time layer
//ATTENTION: notice the lat indexing. it is flaped!
//lon,lat,t
A(17.5, t[0, 1, 0]); A(19.425, t[1, 1, 0]); A(18.525, t[2, 1, 0]);
A(20.95, t[0, 0, 0]); A(23, t[1, 0, 0]); A(22.3, t[2, 0, 0]);
//second time layer asserting
//SDS data fetching
//lon,lat,t
//C:\Users\Dmitry>sds data "msds:az?name=ReanalysisRegular&DefaultEndpointsProl=http&AccountName=fetch&AccountKey=1Y0EOrnCX6ULY8c3iMHg9rrul2BWbPHKsHUceZ7ShM/q9K0ml49gQm+PE7G7i7zCvrpuT/vT1aHzEArutw==" air[32:34,16:19,46760]
//[32,16,46760] -22761
//[32,17,46760] -22071
//[32,18,46760] -22201
//[32,19,46760] -22391
//[33,16,46760] -22571
//[33,17,46760] -21911
//[33,18,46760] -21961
//[33,19,46760] -22111
//[34,16,46760] -21891
//[34,17,46760] -21601
//[34,18,46760] -21611
//[34,19,46760] -21631
//excel calculated values x*0.01+239.66 mean
//-22761 -22071 -22201 -22391 12.05 18.95 17.65 15.75 16.375 19.3 18
//-22571 -21911 -21961 -22111 13.95 20.55 20.05 18.55 19.725 21.95 21.375
//-21891 -21601 -21611 -21631 20.75 23.65 23.55 23.35
//checking second time layer
//ATTENTION: notice the lat indexing. it is flaped!
//lon,lat,t
A(16.375, t[0, 1, 1]); A(19.3, t[1, 1, 1]); A(18, t[2, 1, 1]);
A(19.725, t[0, 0, 1]); A(21.95, t[1, 0, 1]); A(21.375, t[2, 0, 1]);
}
}
public void TestParameterIgnoringProvenance(ClimateParameter p, EnvironmentalDataSource ds)
{
ClimateService.ServiceUrl = "http://fetchclimate2.cloudapp.net/";
const double MoscowLat = 55.7;
const double MoscowLon = 37.5;
const double PacificLat = -20;
const double PacificLon = 170;
const double PacificLatA = -15;
const double PacificLonA = 175;
const double KrasnoyarskLat = 56.017;
const double KrasnoyarskLon = 92.867;
const double AroundKrasnoyarskLatMin = 55;
const double AroundKrasnoyarskLonMin = 91;
const double AroundKrasnoyarskLatMax = 60;
const double AroundKrasnoyarskLonMax = 95;
const double SriLankaLatMin = 5;
const double SriLankaLonMin = 70;
const double SriLankaLatMax = 20;
const double SriLankaLonMax = 87;
string varName = ClimateService.ClimateParameterToFC2VariableName(p);
Assert.AreNotEqual("", varName, string.Format("Mapping for {0} does not exist.", p.ToString()));
string[] sources = ClimateService.EnvironmentalDataSourceToArrayOfFC2DataSources(ds);
//Single point fetch
var tr1 = new TimeRegion(1961, 1990);
var tr2 = new TimeRegion(1990, 2000);
//Moscow
var request1 = new FetchRequest(
varName,
FetchDomain.CreatePoints(
new double[] { MoscowLat },
new double[] { MoscowLon },
tr1),
sources);
var result1 = ClimateService.FetchAsync(request1).Result;
double sd1 = ((double[])result1["sd"].GetData())[0];
double value1 = ((double[])result1["values"].GetData())[0];
Assert.AreEqual(sd1, ClimateService.FetchClimateUncertainty(p, MoscowLat, MoscowLat, MoscowLon, MoscowLon, dataSource: ds));
Assert.AreEqual(value1, ClimateService.FetchClimate(p, MoscowLat, MoscowLat, MoscowLon, MoscowLon, dataSource: ds));
//somewhere in Pacific Ocean
var request2 = new FetchRequest(
varName,
FetchDomain.CreatePoints(
new double[] { PacificLat },
new double[] { PacificLon },
tr1),
sources);
var result2 = ClimateService.FetchAsync(request2).Result;
double sd2 = ((double[])result2["sd"].GetData())[0];
double value2 = ((double[])result2["values"].GetData())[0];
Assert.AreEqual(sd2, ClimateService.FetchClimateUncertainty(p, PacificLat, PacificLat, PacificLon, PacificLon, dataSource: ds));
Assert.AreEqual(value2, ClimateService.FetchClimate(p, PacificLat, PacificLat, PacificLon, PacificLon, dataSource: ds));
//Cell around Krasnoyarsk
var request3 = new FetchRequest(
varName,
FetchDomain.CreateCells(
new double[] { AroundKrasnoyarskLatMin },
new double[] { AroundKrasnoyarskLonMin },
new double[] { AroundKrasnoyarskLatMax },
new double[] { AroundKrasnoyarskLonMax },
tr2),
sources);
var result3 = ClimateService.FetchAsync(request3).Result;
double sd3 = ((double[])result3["sd"].GetData())[0];
double value3 = ((double[])result3["values"].GetData())[0];
Assert.AreEqual(sd3, ClimateService.FetchClimateUncertainty(p, AroundKrasnoyarskLatMin, AroundKrasnoyarskLatMax, AroundKrasnoyarskLonMin, AroundKrasnoyarskLonMax, startyear: 1990, stopyear: 2000, dataSource: ds));
Assert.AreEqual(value3, ClimateService.FetchClimate(p, AroundKrasnoyarskLatMin, AroundKrasnoyarskLatMax, AroundKrasnoyarskLonMin, AroundKrasnoyarskLonMax, startyear: 1990, stopyear: 2000, dataSource: ds));
//Cell somewhere in Pacific Ocean
var request4 = new FetchRequest(
varName,
FetchDomain.CreateCells(
new double[] { PacificLat },
new double[] { PacificLon },
new double[] { PacificLatA },
new double[] { PacificLonA },
tr2),
sources);
var result4 = ClimateService.FetchAsync(request4).Result;
double sd4 = ((double[])result4["sd"].GetData())[0];
double value4 = ((double[])result4["values"].GetData())[0];
Assert.AreEqual(sd4, ClimateService.FetchClimateUncertainty(p, PacificLat, PacificLatA, PacificLon, PacificLonA, startyear: 1990, stopyear: 2000, dataSource: ds));
Assert.AreEqual(value4, ClimateService.FetchClimate(p, PacificLat, PacificLatA, PacificLon, PacificLonA, startyear: 1990, stopyear: 2000, dataSource: ds));
//batch request
double[] batchLonMin = new double[] { PacificLon, AroundKrasnoyarskLonMin };
double[] batchLonMax = new double[] { PacificLon, AroundKrasnoyarskLonMax };
double[] batchLatMin = new double[] { PacificLat, AroundKrasnoyarskLatMin };
double[] batchLatMax = new double[] { PacificLat, AroundKrasnoyarskLatMax };
int[] batchStartYear = new int[] { 1961, 1990 };
int[] batchStopYear = new int[] { 1990, 2000 };
double[] sdGuess1 = ClimateService.FetchClimateUncertainty(p, batchLatMin, batchLatMax, batchLonMin, batchLonMax, null, null, null, null, batchStartYear, batchStopYear, ds);
double[] valueGuess1 = ClimateService.FetchClimate(p, batchLatMin, batchLatMax, batchLonMin, batchLonMax, null, null, null, null, batchStartYear, batchStopYear, ds);
Assert.AreEqual(sd2, sdGuess1[0]);
Assert.AreEqual(sd3, sdGuess1[1]);
Assert.AreEqual(value2, valueGuess1[0]);
Assert.AreEqual(value3, valueGuess1[1]);
//grid request
var request5 = new FetchRequest(
varName,
FetchDomain.CreateCellGrid(
Enumerable.Range(0, (int)Math.Round((SriLankaLatMax - SriLankaLatMin) / 1) + 1).Select(i => SriLankaLatMin + i).ToArray(),
Enumerable.Range(0, (int)Math.Round((SriLankaLonMax - SriLankaLonMin) / 1) + 1).Select(i => SriLankaLonMin + i).ToArray(),
tr2),
sources);
var result5 = ClimateService.FetchAsync(request5).Result;
double[,] gridSds = (double[, ])result5["sd"].GetData();
double[,] gridValues = (double[, ])result5["values"].GetData();
int len0 = gridSds.GetLength(0), len1 = gridSds.GetLength(1);
double[,] sdGuess2 = ClimateService.FetchUncertaintyGrid(p, SriLankaLatMin, SriLankaLatMax, SriLankaLonMin, SriLankaLonMax, 1, 1, yearmin: 1990, yearmax: 2000, dataSource: ds);
double[,] valueGuess2 = ClimateService.FetchClimateGrid(p, SriLankaLatMin, SriLankaLatMax, SriLankaLonMin, SriLankaLonMax, 1, 1, yearmin: 1990, yearmax: 2000, dataSource: ds);
//in FC2 grid is lon x lat while in FC1 it was lat x lon
Assert.AreEqual(len0, sdGuess2.GetLength(1));
Assert.AreEqual(len1, sdGuess2.GetLength(0));
Assert.AreEqual(len0, valueGuess2.GetLength(1));
Assert.AreEqual(len1, valueGuess2.GetLength(0));
for (int i = 0; i < len0; ++i)
{
for (int j = 0; j < len1; ++j)
{
Assert.AreEqual(gridSds[i, j], sdGuess2[j, i]);
Assert.AreEqual(gridValues[i, j], valueGuess2[j, i]);
}
}
//Yearly TimeSeries for Krasnoyarsk
var tr3 = new TimeRegion().GetYearlyTimeseries(1990, 2000);
var request6 = new FetchRequest(
varName,
FetchDomain.CreatePoints(
new double[] { KrasnoyarskLat },
new double[] { KrasnoyarskLon },
tr3),
sources);
var result6 = ClimateService.FetchAsync(request6).Result;
double[,] seriesSds1 = (double[, ])result6["sd"].GetData();
double[,] seriesValues1 = (double[, ])result6["values"].GetData();
double[] seriesSdsGuess1 = ClimateService.FetchClimateYearlyUncertainty(p, KrasnoyarskLat, KrasnoyarskLat, KrasnoyarskLon, KrasnoyarskLon, yearmin: 1990, yearmax: 2000, dataSource: ds);
double[] seriesValuesGuess1 = ClimateService.FetchClimateYearly(p, KrasnoyarskLat, KrasnoyarskLat, KrasnoyarskLon, KrasnoyarskLon, yearmin: 1990, yearmax: 2000, dataSource: ds);
Assert.AreEqual(seriesSds1.Length, seriesSdsGuess1.Length);
Assert.AreEqual(seriesValues1.Length, seriesValuesGuess1.Length);
for (int i = 0; i < seriesValues1.Length; ++i)
{
Assert.AreEqual(seriesSds1[0, i], seriesSdsGuess1[i]);
Assert.AreEqual(seriesValues1[0, i], seriesValuesGuess1[i]);
}
//Monthly TimeSeries for Krasnoyarsk
var tr4 = new TimeRegion(1990, 1991).GetSeasonlyTimeseries(30, 40);
var request7 = new FetchRequest(
varName,
FetchDomain.CreatePoints(
new double[] { KrasnoyarskLat },
new double[] { KrasnoyarskLon },
tr4),
sources);
var result7 = ClimateService.FetchAsync(request7).Result;
double[,] seriesSds2 = (double[, ])result7["sd"].GetData();
double[,] seriesValues2 = (double[, ])result7["values"].GetData();
double[] seriesSdsGuess2 = ClimateService.FetchClimateSeasonlyUncertainty(p, KrasnoyarskLat, KrasnoyarskLat, KrasnoyarskLon, KrasnoyarskLon, daymin: 30, daymax: 40, yearmin: 1990, yearmax: 1991, dataSource: ds);
double[] seriesValuesGuess2 = ClimateService.FetchClimateSeasonly(p, KrasnoyarskLat, KrasnoyarskLat, KrasnoyarskLon, KrasnoyarskLon, daymin: 30, daymax: 40, yearmin: 1990, yearmax: 1991, dataSource: ds);
Assert.AreEqual(seriesSds2.Length, seriesSdsGuess2.Length);
Assert.AreEqual(seriesValues2.Length, seriesValuesGuess2.Length);
for (int i = 0; i < seriesValues2.Length; ++i)
{
Assert.AreEqual(seriesSds2[0, i], seriesSdsGuess2[i]);
Assert.AreEqual(seriesValues2[0, i], seriesValuesGuess2[i]);
}
//Hourly TimeSeries for Krasnoyarsk
var tr5 = new TimeRegion(1990, 1991, 30, 31).GetHourlyTimeseries(isIntervalTimeseries: true);
var request8 = new FetchRequest(
varName,
FetchDomain.CreatePoints(
new double[] { KrasnoyarskLat },
new double[] { KrasnoyarskLon },
tr5),
sources);
var result8 = ClimateService.FetchAsync(request8).Result;
double[,] seriesSds3 = (double[, ])result8["sd"].GetData();
double[,] seriesValues3 = (double[, ])result8["values"].GetData();
double[] seriesSdsGuess3 = ClimateService.FetchClimateHourlyUncertainty(p, KrasnoyarskLat, KrasnoyarskLat, KrasnoyarskLon, KrasnoyarskLon, daymin: 30, daymax: 31, yearmin: 1990, yearmax: 1991, dataSource: ds);
double[] seriesValuesGuess3 = ClimateService.FetchClimateHourly(p, KrasnoyarskLat, KrasnoyarskLat, KrasnoyarskLon, KrasnoyarskLon, daymin: 30, daymax: 31, yearmin: 1990, yearmax: 1991, dataSource: ds);
Assert.AreEqual(seriesSds3.Length, seriesSdsGuess3.Length);
Assert.AreEqual(seriesValues3.Length, seriesValuesGuess3.Length);
for (int i = 0; i < seriesValues3.Length; ++i)
{
Assert.AreEqual(seriesSds3[0, i], seriesSdsGuess3[i]);
Assert.AreEqual(seriesValues3[0, i], seriesValuesGuess3[i]);
}
}
