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110 lines
4.2 KiB
C++
110 lines
4.2 KiB
C++
//============================================================================
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// Copyright (c) Kitware, Inc.
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// All rights reserved.
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// See LICENSE.txt for details.
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// This software is distributed WITHOUT ANY WARRANTY; without even
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// the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
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// PURPOSE. See the above copyright notice for more information.
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//
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// Copyright 2014 Sandia Corporation.
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// Copyright 2014 UT-Battelle, LLC.
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// Copyright 2014 Los Alamos National Security.
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//
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// Under the terms of Contract DE-AC04-94AL85000 with Sandia Corporation,
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// the U.S. Government retains certain rights in this software.
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//
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// Under the terms of Contract DE-AC52-06NA25396 with Los Alamos National
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// Laboratory (LANL), the U.S. Government retains certain rights in
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// this software.
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//============================================================================
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#ifndef vtk_m_worklet_AverageByKey_h
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#define vtk_m_worklet_AverageByKey_h
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#include <vtkm/BinaryPredicates.h>
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#include <vtkm/VecTraits.h>
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#include <vtkm/cont/ArrayHandle.h>
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#include <vtkm/cont/ArrayHandleConstant.h>
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#include <vtkm/cont/ArrayHandleIndex.h>
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#include <vtkm/cont/ArrayHandlePermutation.h>
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#include <vtkm/cont/ArrayHandleZip.h>
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#include <vtkm/cont/DeviceAdapterAlgorithm.h>
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#include <vtkm/worklet/DispatcherMapField.h>
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#include <vtkm/worklet/WorkletMapField.h>
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namespace vtkm
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{
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namespace worklet
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{
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struct DivideWorklet : public vtkm::worklet::WorkletMapField
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{
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typedef void ControlSignature(FieldIn<>, FieldIn<>, FieldOut<>);
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typedef void ExecutionSignature(_1, _2, _3);
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template <class ValueType>
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VTKM_EXEC void operator()(const ValueType& v, const vtkm::Id& count, ValueType& vout) const
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{
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typedef typename VecTraits<ValueType>::ComponentType ComponentType;
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vout = v * ComponentType(1. / static_cast<double>(count));
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}
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template <class T1, class T2>
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VTKM_EXEC void operator()(const T1&, const vtkm::Id&, T2&) const
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{
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}
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};
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template <class KeyType,
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class ValueType,
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class KeyInStorage,
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class KeyOutStorage,
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class ValueInStorage,
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class ValueOutStorage,
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class DeviceAdapter>
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void AverageByKey(const vtkm::cont::ArrayHandle<KeyType, KeyInStorage>& keyArray,
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const vtkm::cont::ArrayHandle<ValueType, ValueInStorage>& valueArray,
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vtkm::cont::ArrayHandle<KeyType, KeyOutStorage>& outputKeyArray,
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vtkm::cont::ArrayHandle<ValueType, ValueOutStorage>& outputValueArray,
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DeviceAdapter)
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{
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typedef vtkm::cont::DeviceAdapterAlgorithm<DeviceAdapter> Algorithm;
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typedef vtkm::cont::ArrayHandle<ValueType, ValueInStorage> ValueInArray;
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typedef vtkm::cont::ArrayHandle<vtkm::Id> IdArray;
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typedef vtkm::cont::ArrayHandle<ValueType> ValueArray;
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// sort the indexed array
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vtkm::cont::ArrayHandleIndex indexArray(keyArray.GetNumberOfValues());
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IdArray indexArraySorted;
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vtkm::cont::ArrayHandle<KeyType> keyArraySorted;
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Algorithm::Copy(keyArray, keyArraySorted); // keep the input key array unchanged
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Algorithm::Copy(indexArray, indexArraySorted);
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Algorithm::SortByKey(keyArraySorted, indexArraySorted, vtkm::SortLess());
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// generate permultation array based on the indexes
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typedef vtkm::cont::ArrayHandlePermutation<IdArray, ValueInArray> PermutatedValueArray;
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PermutatedValueArray valueArraySorted =
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vtkm::cont::make_ArrayHandlePermutation(indexArraySorted, valueArray);
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// reduce both sumArray and countArray by key
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typedef vtkm::cont::ArrayHandleConstant<vtkm::Id> ConstIdArray;
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ConstIdArray constOneArray(1, valueArray.GetNumberOfValues());
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IdArray countArray;
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ValueArray sumArray;
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vtkm::cont::ArrayHandleZip<PermutatedValueArray, ConstIdArray> inputZipHandle(valueArraySorted,
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constOneArray);
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vtkm::cont::ArrayHandleZip<ValueArray, IdArray> outputZipHandle(sumArray, countArray);
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Algorithm::ReduceByKey(
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keyArraySorted, inputZipHandle, outputKeyArray, outputZipHandle, vtkm::Add());
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// get average
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DispatcherMapField<DivideWorklet, DeviceAdapter>().Invoke(sumArray, countArray, outputValueArray);
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}
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}
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} // vtkm::worklet
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#endif //vtk_m_worklet_AverageByKey_h
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