//============================================================================ // Copyright (c) Kitware, Inc. // All rights reserved. // See LICENSE.txt for details. // This software is distributed WITHOUT ANY WARRANTY; without even // the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR // PURPOSE. See the above copyright notice for more information. // // Copyright 2014 National Technology & Engineering Solutions of Sandia, LLC (NTESS). // Copyright 2014 UT-Battelle, LLC. // Copyright 2014 Los Alamos National Security. // // Under the terms of Contract DE-NA0003525 with NTESS, // the U.S. Government retains certain rights in this software. // // Under the terms of Contract DE-AC52-06NA25396 with Los Alamos National // Laboratory (LANL), the U.S. Government retains certain rights in // this software. //============================================================================ #include #include #include namespace { // Make testing dataset with three fields(variables), each one has 100 values vtkm::cont::DataSet MakeTestDataSet() { vtkm::cont::DataSet dataSet; const int nVerts = 100; vtkm::Float32 fieldA[nVerts] = { 8, 10, 9, 8, 14, 11, 12, 9, 19, 7, 8, 11, 7, 10, 11, 11, 11, 6, 8, 8, 7, 15, 9, 7, 8, 10, 9, 10, 10, 12, 7, 6, 14, 10, 14, 10, 7, 11, 13, 9, 13, 11, 10, 10, 12, 12, 7, 12, 10, 11, 12, 8, 13, 9, 5, 12, 11, 9, 5, 9, 12, 9, 6, 10, 11, 9, 9, 11, 9, 7, 7, 18, 16, 13, 12, 8, 10, 11, 9, 8, 17, 3, 15, 15, 9, 10, 10, 8, 10, 9, 7, 9, 8, 10, 13, 9, 7, 11, 7, 10 }; vtkm::Float32 fieldB[nVerts] = { 24, 19, 28, 19, 25, 28, 25, 22, 27, 26, 35, 26, 30, 28, 24, 23, 21, 31, 20, 11, 21, 22, 14, 25, 20, 24, 24, 21, 24, 29, 26, 21, 32, 29, 23, 28, 31, 25, 23, 30, 18, 24, 22, 25, 33, 24, 22, 23, 21, 17, 20, 28, 30, 18, 20, 32, 25, 24, 32, 15, 27, 24, 27, 19, 30, 27, 17, 24, 29, 23, 22, 19, 24, 19, 28, 24, 25, 24, 25, 30, 24, 31, 30, 27, 25, 25, 25, 15, 29, 23, 29, 29, 21, 25, 35, 24, 28, 10, 31, 23 }; vtkm::Float32 fieldC[nVerts] = { 3, 1, 4, 6, 5, 4, 8, 7, 2, 9, 2, 0, 0, 4, 3, 2, 5, 2, 3, 6, 3, 8, 3, 4, 3, 3, 2, 7, 2, 10, 9, 6, 1, 1, 4, 7, 3, 3, 1, 4, 4, 3, 9, 4, 4, 7, 3, 2, 4, 7, 3, 3, 2, 10, 1, 6, 2, 2, 3, 8, 3, 3, 6, 9, 4, 1, 4, 3, 16, 7, 0, 1, 8, 7, 13, 3, 5, 0, 3, 8, 10, 3, 5, 5, 1, 5, 2, 1, 3, 2, 5, 3, 4, 3, 3, 3, 3, 1, 13, 2 }; // Set point scalars dataSet.AddField(vtkm::cont::make_Field( "fieldA", vtkm::cont::Field::Association::POINTS, fieldA, nVerts, vtkm::CopyFlag::On)); dataSet.AddField(vtkm::cont::make_Field( "fieldB", vtkm::cont::Field::Association::POINTS, fieldB, nVerts, vtkm::CopyFlag::On)); dataSet.AddField(vtkm::cont::make_Field( "fieldC", vtkm::cont::Field::Association::POINTS, fieldC, nVerts, vtkm::CopyFlag::On)); return dataSet; } void TestNDimsHistogram() { // Create a dataset vtkm::cont::DataSet ds = MakeTestDataSet(); vtkm::worklet::NDimsHistogram ndHistogram; // Set the number of data points ndHistogram.SetNumOfDataPoints(ds.GetField(0).GetNumberOfValues()); // Add field one by one vtkm::Range rangeFieldA; vtkm::Float64 deltaFieldA; ndHistogram.AddField(ds.GetField("fieldA").GetData(), 4, rangeFieldA, deltaFieldA); vtkm::Range rangeFieldB; vtkm::Float64 deltaFieldB; ndHistogram.AddField(ds.GetField("fieldB").GetData(), 4, rangeFieldB, deltaFieldB); vtkm::Range rangeFieldC; vtkm::Float64 deltaFieldC; ndHistogram.AddField(ds.GetField("fieldC").GetData(), 4, rangeFieldC, deltaFieldC); // the return binIds and freqs is sparse distribution representation // (we do not keep the 0 frequency entities) // e.g. we have three variable(data arrays) in this example // binIds[0, 1, 2][j] is a combination of bin ID of three variable, // freqs[j] is the frequency of this bin IDs combination std::vector> binIds; vtkm::cont::ArrayHandle freqs; ndHistogram.Run(binIds, freqs); // Ground truth ND histogram vtkm::Id gtNonSparseBins = 33; vtkm::Id gtIdx0[33] = { 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3 }; vtkm::Id gtIdx1[33] = { 1, 1, 2, 3, 0, 0, 0, 1, 1, 1, 2, 2, 2, 3, 3, 3, 3, 0, 1, 1, 2, 2, 2, 2, 3, 3, 3, 1, 1, 2, 2, 2, 3 }; vtkm::Id gtIdx2[33] = { 0, 1, 1, 0, 0, 1, 2, 0, 1, 2, 0, 1, 2, 0, 1, 2, 3, 0, 0, 1, 0, 1, 2, 3, 0, 1, 2, 0, 2, 0, 1, 2, 1 }; vtkm::Id gtFreq[33] = { 1, 1, 1, 3, 2, 1, 1, 6, 6, 3, 17, 8, 2, 6, 2, 1, 2, 1, 1, 4, 11, 4, 1, 1, 3, 3, 1, 1, 1, 1, 1, 2, 1 }; // Check result vtkm::Id nonSparseBins = binIds[0].GetPortalControl().GetNumberOfValues(); VTKM_TEST_ASSERT(nonSparseBins == gtNonSparseBins, "Incorrect ND-histogram results"); for (int i = 0; i < nonSparseBins; i++) { vtkm::Id idx0 = binIds[0].GetPortalControl().Get(i); vtkm::Id idx1 = binIds[1].GetPortalControl().Get(i); vtkm::Id idx2 = binIds[2].GetPortalControl().Get(i); vtkm::Id f = freqs.GetPortalControl().Get(i); VTKM_TEST_ASSERT(idx0 == gtIdx0[i] && idx1 == gtIdx1[i] && idx2 == gtIdx2[i] && f == gtFreq[i], "Incorrect ND-histogram results"); } } // TestNDHistogram } int UnitTestNDimsHistogram(int argc, char* argv[]) { return vtkm::cont::testing::Testing::Run(TestNDimsHistogram, argc, argv); }