vtk-m/vtkm/cont/testing/TestingDeviceAdapter.h
Kenneth Moreland ea560e9486 Remove deprecated virtual methods
Several revisions ago, the ability to use virtual methods in the
execution environment was deprecated. Completely remove this
functionality for the VTK-m 2.0 release.
2022-10-28 10:56:52 -06:00

3021 lines
107 KiB
C++

//============================================================================
// 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.
//============================================================================
#ifndef vtk_m_cont_testing_TestingDeviceAdapter_h
#define vtk_m_cont_testing_TestingDeviceAdapter_h
#include <vtkm/BinaryOperators.h>
#include <vtkm/BinaryPredicates.h>
#include <vtkm/TypeTraits.h>
#include <vtkm/cont/ArrayGetValues.h>
#include <vtkm/cont/ArrayHandle.h>
#include <vtkm/cont/ArrayHandleCast.h>
#include <vtkm/cont/ArrayHandleConstant.h>
#include <vtkm/cont/ArrayHandleIndex.h>
#include <vtkm/cont/ArrayHandlePermutation.h>
#include <vtkm/cont/ArrayHandleView.h>
#include <vtkm/cont/ArrayHandleZip.h>
#include <vtkm/cont/ArrayPortalToIterators.h>
#include <vtkm/cont/DeviceAdapterAlgorithm.h>
#include <vtkm/cont/ErrorBadAllocation.h>
#include <vtkm/cont/ErrorExecution.h>
#include <vtkm/cont/RuntimeDeviceInformation.h>
#include <vtkm/cont/Timer.h>
#include <vtkm/cont/internal/ArrayPortalFromIterators.h>
#include <vtkm/cont/testing/Testing.h>
#include <vtkm/cont/AtomicArray.h>
#include <algorithm>
#include <chrono>
#include <cmath>
#include <ctime>
#include <random>
#include <thread>
#include <utility>
#include <vector>
#include <vtkm/internal/Windows.h>
namespace vtkm
{
namespace cont
{
namespace testing
{
#define ERROR_MESSAGE "Got an error."
#define ARRAY_SIZE 100
#define OFFSET 10
#define DIM_SIZE 8
/// This class has a single static member, Run, that tests the templated
/// DeviceAdapter for conformance.
///
template <class DeviceAdapterTag>
struct TestingDeviceAdapter
{
private:
using StorageTag = vtkm::cont::StorageTagBasic;
using IdArrayHandle = vtkm::cont::ArrayHandle<vtkm::Id, StorageTag>;
using IdComponentArrayHandle = vtkm::cont::ArrayHandle<vtkm::IdComponent, StorageTag>;
using ScalarArrayHandle = vtkm::cont::ArrayHandle<vtkm::FloatDefault, StorageTag>;
using FloatCastHandle = vtkm::cont::ArrayHandleCast<vtkm::FloatDefault, IdArrayHandle>;
using IdPortalType = typename IdArrayHandle::WritePortalType;
using IdPortalConstType = typename IdArrayHandle::ReadPortalType;
using Algorithm = vtkm::cont::DeviceAdapterAlgorithm<DeviceAdapterTag>;
public:
// Cuda kernels have to be public (in Cuda 4.0).
template <typename PortalType>
struct GenericClearArrayKernel
{
using ValueType = typename PortalType::ValueType;
VTKM_CONT
GenericClearArrayKernel(const PortalType& array,
const ValueType& fillValue = static_cast<ValueType>(OFFSET))
: Array(array)
, Dims()
, FillValue(fillValue)
{
}
VTKM_CONT
GenericClearArrayKernel(const PortalType& array,
const vtkm::Id3& dims,
const ValueType& fillValue = static_cast<ValueType>(OFFSET))
: Array(array)
, Dims(dims)
, FillValue(fillValue)
{
}
VTKM_EXEC void operator()(vtkm::Id index) const { this->Array.Set(index, this->FillValue); }
VTKM_EXEC void operator()(vtkm::Id3 index) const
{
//convert from id3 to id
vtkm::Id flatIndex = index[0] + this->Dims[0] * (index[1] + this->Dims[1] * index[2]);
this->operator()(flatIndex);
}
VTKM_CONT void SetErrorMessageBuffer(const vtkm::exec::internal::ErrorMessageBuffer&) {}
PortalType Array;
vtkm::Id3 Dims;
ValueType FillValue;
};
using ClearArrayKernel = GenericClearArrayKernel<IdPortalType>;
template <typename PortalType>
struct AddArrayKernel
{
VTKM_CONT
AddArrayKernel(const PortalType& array)
: Array(array)
, Dims()
{
}
VTKM_CONT
AddArrayKernel(const PortalType& array, const vtkm::Id3& dims)
: Array(array)
, Dims(dims)
{
}
VTKM_EXEC void operator()(vtkm::Id index) const
{
this->Array.Set(index, this->Array.Get(index) + index);
}
VTKM_EXEC void operator()(vtkm::Id3 index) const
{
//convert from id3 to id
vtkm::Id flatIndex = index[0] + this->Dims[0] * (index[1] + this->Dims[1] * index[2]);
this->operator()(flatIndex);
}
VTKM_CONT void SetErrorMessageBuffer(const vtkm::exec::internal::ErrorMessageBuffer&) {}
PortalType Array;
vtkm::Id3 Dims;
};
template <typename PortalType>
static VTKM_CONT AddArrayKernel<PortalType> MakeAddArrayKernel(
PortalType portal,
const vtkm::Id3& dims = vtkm::Id3{})
{
return AddArrayKernel<PortalType>(portal, dims);
}
// Checks that each instance is only visited once:
struct OverlapKernel
{
using ArrayType = ArrayHandle<bool>;
using PortalType = typename ArrayType::WritePortalType;
PortalType TrackerPortal;
PortalType ValidPortal;
vtkm::Id3 Dims;
VTKM_CONT
OverlapKernel(const PortalType& trackerPortal,
const PortalType& validPortal,
const vtkm::Id3& dims)
: TrackerPortal(trackerPortal)
, ValidPortal(validPortal)
, Dims(dims)
{
}
VTKM_CONT
OverlapKernel(const PortalType& trackerPortal, const PortalType& validPortal)
: TrackerPortal(trackerPortal)
, ValidPortal(validPortal)
, Dims()
{
}
VTKM_EXEC void operator()(vtkm::Id index) const
{
if (this->TrackerPortal.Get(index))
{ // this index has already been visited, that's an error
this->ValidPortal.Set(index, false);
}
else
{
this->TrackerPortal.Set(index, true);
this->ValidPortal.Set(index, true);
}
}
VTKM_EXEC void operator()(vtkm::Id3 index) const
{
//convert from id3 to id
vtkm::Id flatIndex = index[0] + this->Dims[0] * (index[1] + this->Dims[1] * index[2]);
this->operator()(flatIndex);
}
VTKM_CONT void SetErrorMessageBuffer(const vtkm::exec::internal::ErrorMessageBuffer&) {}
};
struct OneErrorKernel
{
VTKM_EXEC void operator()(vtkm::Id index) const
{
if (index == ARRAY_SIZE / 2)
{
this->ErrorMessage.RaiseError(ERROR_MESSAGE);
}
}
VTKM_CONT void SetErrorMessageBuffer(
const vtkm::exec::internal::ErrorMessageBuffer& errorMessage)
{
this->ErrorMessage = errorMessage;
}
vtkm::exec::internal::ErrorMessageBuffer ErrorMessage;
};
struct AllErrorKernel
{
VTKM_EXEC void operator()(vtkm::Id vtkmNotUsed(index)) const
{
this->ErrorMessage.RaiseError(ERROR_MESSAGE);
}
VTKM_CONT void SetErrorMessageBuffer(
const vtkm::exec::internal::ErrorMessageBuffer& errorMessage)
{
this->ErrorMessage = errorMessage;
}
vtkm::exec::internal::ErrorMessageBuffer ErrorMessage;
};
struct OffsetPlusIndexKernel
{
VTKM_CONT
OffsetPlusIndexKernel(const IdPortalType& array)
: Array(array)
{
}
VTKM_EXEC void operator()(vtkm::Id index) const { this->Array.Set(index, OFFSET + index); }
VTKM_CONT void SetErrorMessageBuffer(const vtkm::exec::internal::ErrorMessageBuffer&) {}
IdPortalType Array;
};
struct MarkOddNumbersKernel
{
VTKM_CONT
MarkOddNumbersKernel(const IdPortalType& array)
: Array(array)
{
}
VTKM_EXEC void operator()(vtkm::Id index) const { this->Array.Set(index, index % 2); }
VTKM_CONT void SetErrorMessageBuffer(const vtkm::exec::internal::ErrorMessageBuffer&) {}
IdPortalType Array;
};
struct FuseAll
{
template <typename T>
VTKM_EXEC bool operator()(const T&, const T&) const
{
//binary predicates for unique return true if they are the same
return true;
}
};
template <typename T>
struct AtomicKernel
{
VTKM_CONT
AtomicKernel(const vtkm::cont::AtomicArray<T>& array, vtkm::cont::Token& token)
: AArray(array.PrepareForExecution(DeviceAdapterTag(), token))
{
}
VTKM_EXEC void operator()(vtkm::Id index) const
{
T value = (T)index;
this->AArray.Add(0, value);
}
VTKM_CONT void SetErrorMessageBuffer(const vtkm::exec::internal::ErrorMessageBuffer&) {}
vtkm::exec::AtomicArrayExecutionObject<T> AArray;
};
template <typename T>
struct AtomicCASKernel
{
VTKM_CONT
AtomicCASKernel(const vtkm::cont::AtomicArray<T>& array, vtkm::cont::Token& token)
: AArray(array.PrepareForExecution(DeviceAdapterTag(), token))
{
}
VTKM_EXEC void operator()(vtkm::Id index) const
{
T value = (T)index;
//Get the old value from the array
T oldValue = this->AArray.Get(0);
//Use atomic compare-exchange to atomically add value
while (!this->AArray.CompareExchange(0, &oldValue, oldValue + value))
;
}
VTKM_CONT void SetErrorMessageBuffer(const vtkm::exec::internal::ErrorMessageBuffer&) {}
vtkm::exec::AtomicArrayExecutionObject<T> AArray;
};
struct CustomPairOp
{
using ValueType = vtkm::Pair<vtkm::Id, vtkm::Float32>;
VTKM_EXEC
ValueType operator()(const vtkm::Id& a) const { return ValueType(a, 0.0f); }
VTKM_EXEC
ValueType operator()(const vtkm::Id& a, const vtkm::Id& b) const
{
return ValueType(vtkm::Max(a, b), 0.0f);
}
VTKM_EXEC
ValueType operator()(const ValueType& a, const ValueType& b) const
{
return ValueType(vtkm::Max(a.first, b.first), 0.0f);
}
VTKM_EXEC
ValueType operator()(const vtkm::Id& a, const ValueType& b) const
{
return ValueType(vtkm::Max(a, b.first), 0.0f);
}
VTKM_EXEC
ValueType operator()(const ValueType& a, const vtkm::Id& b) const
{
return ValueType(vtkm::Max(a.first, b), 0.0f);
}
};
struct CustomTForReduce
{
constexpr CustomTForReduce()
: Value(0.0f)
{
}
constexpr CustomTForReduce(float f)
: Value(f)
{
}
VTKM_EXEC_CONT
constexpr float value() const { return this->Value; }
float Value;
};
template <typename T>
struct CustomMinAndMax
{
VTKM_EXEC_CONT
vtkm::Vec<float, 2> operator()(const T& a) const
{
return vtkm::make_Vec(a.value(), a.value());
}
VTKM_EXEC_CONT
vtkm::Vec<float, 2> operator()(const T& a, const T& b) const
{
return vtkm::make_Vec(vtkm::Min(a.value(), b.value()), vtkm::Max(a.value(), b.value()));
}
VTKM_EXEC_CONT
vtkm::Vec<float, 2> operator()(const vtkm::Vec<float, 2>& a, const vtkm::Vec<float, 2>& b) const
{
return vtkm::make_Vec(vtkm::Min(a[0], b[0]), vtkm::Max(a[1], b[1]));
}
VTKM_EXEC_CONT
vtkm::Vec<float, 2> operator()(const T& a, const vtkm::Vec<float, 2>& b) const
{
return vtkm::make_Vec(vtkm::Min(a.value(), b[0]), vtkm::Max(a.value(), b[1]));
}
VTKM_EXEC_CONT
vtkm::Vec<float, 2> operator()(const vtkm::Vec<float, 2>& a, const T& b) const
{
return vtkm::make_Vec(vtkm::Min(a[0], b.value()), vtkm::Max(a[1], b.value()));
}
};
private:
static VTKM_CONT void TestDeviceAdapterTag()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing device adapter tag" << std::endl;
constexpr DeviceAdapterTag deviceTag;
constexpr vtkm::cont::DeviceAdapterTagUndefined undefinedTag;
VTKM_TEST_ASSERT(deviceTag.GetValue() == deviceTag.GetValue(),
"Device adapter Id does not equal itself.");
VTKM_TEST_ASSERT(deviceTag.GetValue() != undefinedTag.GetValue(),
"Device adapter Id not distinguishable from others.");
using Traits = vtkm::cont::DeviceAdapterTraits<DeviceAdapterTag>;
VTKM_TEST_ASSERT(Traits::GetName() == Traits::GetName(),
"Device adapter Name does not equal itself.");
}
static VTKM_CONT void TestMemoryTransfer()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Memory Transfer" << std::endl;
using T = vtkm::Id;
using PortalType = vtkm::cont::internal::ArrayPortalFromIterators<T*>;
auto makePortal = [](const vtkm::cont::internal::BufferInfo& buffer) {
return PortalType(static_cast<T*>(buffer.GetPointer()),
static_cast<T*>(buffer.GetPointer()) +
static_cast<std::size_t>(buffer.GetSize()) / sizeof(T));
};
constexpr vtkm::BufferSizeType BUFFER_SIZE =
ARRAY_SIZE * static_cast<vtkm::BufferSizeType>(sizeof(T));
// Set up buffer on host.
vtkm::cont::internal::BufferInfo hostBufferSrc =
vtkm::cont::internal::AllocateOnHost(BUFFER_SIZE);
VTKM_TEST_ASSERT(hostBufferSrc.GetSize() == BUFFER_SIZE);
SetPortal(makePortal(hostBufferSrc));
vtkm::cont::internal::DeviceAdapterMemoryManager<DeviceAdapterTag> memoryManager;
// Allocate a buffer.
vtkm::cont::internal::BufferInfo allocatedMemory = memoryManager.Allocate(BUFFER_SIZE);
VTKM_TEST_ASSERT(allocatedMemory.GetSize() == BUFFER_SIZE);
// Copy data from host to device.
allocatedMemory = memoryManager.CopyHostToDevice(hostBufferSrc);
// Copy data within device.
vtkm::cont::internal::BufferInfo workingMemory =
memoryManager.CopyDeviceToDevice(allocatedMemory);
VTKM_TEST_ASSERT(workingMemory.GetSize() == BUFFER_SIZE);
// Copy data back to host.
vtkm::cont::internal::BufferInfo hostBufferDest = memoryManager.CopyDeviceToHost(workingMemory);
VTKM_TEST_ASSERT(hostBufferDest.GetSize() == BUFFER_SIZE);
CheckPortal(makePortal(hostBufferDest));
// Shrink a buffer (and preserve memory)
memoryManager.Reallocate(workingMemory, BUFFER_SIZE / 2);
hostBufferDest = memoryManager.CopyDeviceToHost(workingMemory);
VTKM_TEST_ASSERT(hostBufferDest.GetSize() == BUFFER_SIZE / 2);
CheckPortal(makePortal(hostBufferDest));
// Grow a buffer (and preserve memory)
memoryManager.Reallocate(workingMemory, BUFFER_SIZE * 2);
hostBufferDest = memoryManager.CopyDeviceToHost(workingMemory);
VTKM_TEST_ASSERT(hostBufferDest.GetSize() == BUFFER_SIZE * 2);
hostBufferDest.Reallocate(BUFFER_SIZE / 2);
CheckPortal(makePortal(hostBufferDest));
// Make sure data is actually available on the device.
// This actually requires running schedule.
workingMemory = memoryManager.CopyDeviceToDevice(allocatedMemory);
Algorithm::Schedule(MakeAddArrayKernel(makePortal(workingMemory)), ARRAY_SIZE);
hostBufferDest = memoryManager.CopyDeviceToHost(workingMemory);
PortalType portal = makePortal(hostBufferDest);
VTKM_TEST_ASSERT(portal.GetNumberOfValues() == ARRAY_SIZE);
for (vtkm::Id index = 0; index < ARRAY_SIZE; ++index)
{
T expected = TestValue(index, T()) + T(index);
T computed = portal.Get(index);
VTKM_TEST_ASSERT(test_equal(expected, computed), expected, " != ", computed);
}
}
static VTKM_CONT void TestOutOfMemory()
{
// Only test out of memory with 64 bit ids. If there are 32 bit ids on
// a 64 bit OS (common), it is simply too hard to get a reliable allocation
// that is too much memory.
#ifdef VTKM_USE_64BIT_IDS
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Out of Memory" << std::endl;
bool caughtBadAlloc = false;
try
{
std::cout << "Do array allocation that should fail." << std::endl;
vtkm::cont::Token token;
vtkm::cont::ArrayHandle<vtkm::Vec4f_32, StorageTagBasic> bigArray;
const vtkm::Id bigSize = 0x7FFFFFFFFFFFFFFELL;
bigArray.PrepareForOutput(bigSize, DeviceAdapterTag{}, token);
// It does not seem reasonable to get here. The previous call should fail.
VTKM_TEST_FAIL("A ridiculously sized allocation succeeded. Either there "
"was a failure that was not reported but should have been "
"or the width of vtkm::Id is not large enough to express all "
"array sizes.");
}
catch (vtkm::cont::ErrorBadAllocation&)
{
caughtBadAlloc = true;
}
VTKM_TEST_ASSERT(caughtBadAlloc);
#endif
}
VTKM_CONT
static void TestTimer()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Timer" << std::endl;
auto& tracker = vtkm::cont::GetRuntimeDeviceTracker();
if (tracker.CanRunOn(DeviceAdapterTag()))
{
vtkm::cont::Timer timer{ DeviceAdapterTag() };
timer.Start();
Algorithm::Synchronize();
std::cout << "Timer started. Sleeping..." << std::endl;
std::this_thread::sleep_for(std::chrono::milliseconds(500));
std::cout << "Woke up. Check time." << std::endl;
timer.Stop();
vtkm::Float64 elapsedTime = timer.GetElapsedTime();
std::cout << "Elapsed time: " << elapsedTime << std::endl;
VTKM_TEST_ASSERT(elapsedTime > 0.499, "Timer did not capture full second wait.");
VTKM_TEST_ASSERT(elapsedTime < 1.0, "Timer counted too far or system really busy.");
}
}
static VTKM_CONT void TestAlgorithmSchedule()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing single value Scheduling with vtkm::Id" << std::endl;
{
// Allocating execution array
vtkm::cont::ArrayHandle<vtkm::Id> handle;
{
vtkm::cont::Token token;
Algorithm::Schedule(ClearArrayKernel(handle.PrepareForOutput(1, DeviceAdapterTag{}, token)),
1);
}
{
vtkm::cont::Token token;
Algorithm::Schedule(MakeAddArrayKernel(handle.PrepareForInPlace(DeviceAdapterTag{}, token)),
1);
}
auto portal = handle.ReadPortal();
for (vtkm::Id index = 0; index < 1; index++)
{
vtkm::Id value = portal.Get(index);
VTKM_TEST_ASSERT(value == index + OFFSET,
"Got bad value for single value scheduled kernel.");
}
} //release memory
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Schedule with vtkm::Id" << std::endl;
{
vtkm::cont::ArrayHandle<vtkm::Id> handle;
{
vtkm::cont::Token token;
Algorithm::Schedule(
ClearArrayKernel(handle.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag{}, token)),
ARRAY_SIZE);
}
{
vtkm::cont::Token token;
Algorithm::Schedule(MakeAddArrayKernel(handle.PrepareForInPlace(DeviceAdapterTag{}, token)),
ARRAY_SIZE);
}
auto portal = handle.ReadPortal();
for (vtkm::Id index = 0; index < ARRAY_SIZE; index++)
{
vtkm::Id value = portal.Get(index);
VTKM_TEST_ASSERT(value == index + OFFSET, "Got bad value for scheduled kernels.");
}
} //release memory
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Schedule with a vary large Id value" << std::endl;
{
// Allocating execution array.
vtkm::cont::ArrayHandle<vtkm::Id> handle;
//size is selected to be larger than the CUDA backend can launch in a
//single invocation when compiled for SM_2 support
const vtkm::Id size = 8400000;
{
vtkm::cont::Token token;
Algorithm::Schedule(
ClearArrayKernel(handle.PrepareForOutput(size, DeviceAdapterTag{}, token)), size);
}
{
vtkm::cont::Token token;
Algorithm::Schedule(MakeAddArrayKernel(handle.PrepareForInPlace(DeviceAdapterTag{}, token)),
size);
}
//Rather than testing for correctness every value of a large array,
// we randomly test a subset of that array.
std::default_random_engine generator(static_cast<unsigned int>(std::time(nullptr)));
std::uniform_int_distribution<vtkm::Id> distribution(0, size - 1);
vtkm::Id numberOfSamples = size / 100;
auto portal = handle.ReadPortal();
for (vtkm::Id i = 0; i < numberOfSamples; ++i)
{
vtkm::Id randomIndex = distribution(generator);
vtkm::Id value = portal.Get(randomIndex);
VTKM_TEST_ASSERT(value == randomIndex + OFFSET, "Got bad value for scheduled kernels.");
}
} //release memory
//verify that the schedule call works with id3
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Schedule with vtkm::Id3" << std::endl;
{
std::cout << "Allocating execution array" << std::endl;
vtkm::cont::ArrayHandle<vtkm::Id> handle;
vtkm::Id3 maxRange(DIM_SIZE);
{
vtkm::cont::Token token;
Algorithm::Schedule(
ClearArrayKernel(
handle.PrepareForOutput(DIM_SIZE * DIM_SIZE * DIM_SIZE, DeviceAdapterTag{}, token),
maxRange),
maxRange);
}
{
vtkm::cont::Token token;
Algorithm::Schedule(
MakeAddArrayKernel(handle.PrepareForInPlace(DeviceAdapterTag{}, token), maxRange),
maxRange);
}
const vtkm::Id maxId = DIM_SIZE * DIM_SIZE * DIM_SIZE;
auto portal = handle.ReadPortal();
for (vtkm::Id index = 0; index < maxId; index++)
{
vtkm::Id value = portal.Get(index);
VTKM_TEST_ASSERT(value == index + OFFSET, "Got bad value for scheduled vtkm::Id3 kernels.");
}
} //release memory
// Ensure that each element is only visited once:
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Schedule for overlap" << std::endl;
{
using BoolArray = ArrayHandle<bool>;
using BoolPortal = typename BoolArray::WritePortalType;
BoolArray tracker;
BoolArray valid;
// Initialize tracker with 'false' values
std::cout << "Allocating and initializing memory" << std::endl;
{
vtkm::cont::Token token;
Algorithm::Schedule(
GenericClearArrayKernel<BoolPortal>(
tracker.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag(), token), false),
ARRAY_SIZE);
Algorithm::Schedule(GenericClearArrayKernel<BoolPortal>(
valid.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag(), token), false),
ARRAY_SIZE);
}
std::cout << "Running Overlap kernel." << std::endl;
{
vtkm::cont::Token token;
Algorithm::Schedule(OverlapKernel(tracker.PrepareForInPlace(DeviceAdapterTag(), token),
valid.PrepareForInPlace(DeviceAdapterTag(), token)),
ARRAY_SIZE);
}
auto vPortal = valid.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; i++)
{
bool isValid = vPortal.Get(i);
VTKM_TEST_ASSERT(isValid, "Schedule executed some elements more than once.");
}
} // release memory
// Ensure that each element is only visited once:
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Schedule for overlap with vtkm::Id3" << std::endl;
{
static constexpr vtkm::Id numElems{ DIM_SIZE * DIM_SIZE * DIM_SIZE };
static const vtkm::Id3 dims{ DIM_SIZE, DIM_SIZE, DIM_SIZE };
using BoolArray = ArrayHandle<bool>;
using BoolPortal = typename BoolArray::WritePortalType;
BoolArray tracker;
BoolArray valid;
// Initialize tracker with 'false' values
std::cout << "Allocating and initializing memory" << std::endl;
{
vtkm::cont::Token token;
Algorithm::Schedule(
GenericClearArrayKernel<BoolPortal>(
tracker.PrepareForOutput(numElems, DeviceAdapterTag(), token), dims, false),
numElems);
Algorithm::Schedule(
GenericClearArrayKernel<BoolPortal>(
valid.PrepareForOutput(numElems, DeviceAdapterTag(), token), dims, false),
numElems);
}
std::cout << "Running Overlap kernel." << std::endl;
{
vtkm::cont::Token token;
Algorithm::Schedule(OverlapKernel(tracker.PrepareForInPlace(DeviceAdapterTag(), token),
valid.PrepareForInPlace(DeviceAdapterTag(), token),
dims),
dims);
}
auto vPortal = valid.ReadPortal();
for (vtkm::Id i = 0; i < numElems; i++)
{
bool isValid = vPortal.Get(i);
VTKM_TEST_ASSERT(isValid, "Id3 Schedule executed some elements more than once.");
}
} // release memory
}
static VTKM_CONT void TestCopyIf()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing CopyIf" << std::endl;
IdArrayHandle array;
IdArrayHandle stencil;
IdArrayHandle result;
//construct the index array
{
vtkm::cont::Token token;
Algorithm::Schedule(
OffsetPlusIndexKernel(array.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag(), token)),
ARRAY_SIZE);
Algorithm::Schedule(
MarkOddNumbersKernel(stencil.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag(), token)),
ARRAY_SIZE);
}
Algorithm::CopyIf(array, stencil, result);
VTKM_TEST_ASSERT(result.GetNumberOfValues() == array.GetNumberOfValues() / 2,
"result of CopyIf has an incorrect size");
auto portal = result.ReadPortal();
for (vtkm::Id index = 0; index < result.GetNumberOfValues(); index++)
{
const vtkm::Id value = portal.Get(index);
VTKM_TEST_ASSERT(value == (OFFSET + (index * 2) + 1), "Incorrect value in CopyIf result.");
}
std::cout << " CopyIf on fancy arrays." << std::endl;
result.Allocate(0);
FloatCastHandle arrayCast(array);
FloatCastHandle resultCast(result);
Algorithm::CopyIf(arrayCast, stencil, resultCast);
VTKM_TEST_ASSERT(result.GetNumberOfValues() == array.GetNumberOfValues() / 2,
"result of CopyIf has an incorrect size");
portal = result.ReadPortal();
for (vtkm::Id index = 0; index < result.GetNumberOfValues(); index++)
{
const vtkm::Id value = portal.Get(index);
VTKM_TEST_ASSERT(value == (OFFSET + (index * 2) + 1), "Incorrect value in CopyIf result.");
}
std::cout << " CopyIf on zero size arrays." << std::endl;
array.ReleaseResources();
stencil.ReleaseResources();
Algorithm::CopyIf(array, stencil, result);
VTKM_TEST_ASSERT(result.GetNumberOfValues() == 0, "result of CopyIf has an incorrect size");
}
static VTKM_CONT void TestOrderedUniqueValues()
{
std::cout << "-------------------------------------------------" << std::endl;
std::cout << "Testing Sort, Unique, LowerBounds and UpperBounds" << std::endl;
std::vector<vtkm::Id> testData(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
testData[i] = static_cast<vtkm::Id>(OFFSET + (i % 50));
}
IdArrayHandle input = vtkm::cont::make_ArrayHandle(testData, vtkm::CopyFlag::Off);
//make a deep copy of input and place it into temp
IdArrayHandle temp;
Algorithm::Copy(input, temp);
Algorithm::Sort(temp);
Algorithm::Unique(temp);
IdArrayHandle handle;
IdArrayHandle handle1;
//verify lower and upper bounds work
Algorithm::LowerBounds(temp, input, handle);
Algorithm::UpperBounds(temp, input, handle1);
// Check to make sure that temp was resized correctly during Unique.
// (This was a discovered bug at one point.)
temp.ReadPortal(); // Forces copy back to control.
temp.ReleaseResourcesExecution(); // Make sure not counting on execution.
VTKM_TEST_ASSERT(temp.GetNumberOfValues() == 50,
"Unique did not resize array (or size did not copy to control).");
auto portal = handle.ReadPortal();
auto portal1 = handle1.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
vtkm::Id value = portal.Get(i);
vtkm::Id value1 = portal1.Get(i);
VTKM_TEST_ASSERT(value == i % 50, "Got bad value (LowerBounds)");
VTKM_TEST_ASSERT(value1 >= i % 50, "Got bad value (UpperBounds)");
}
std::cout << "Testing Sort/Unique/LowerBounds/UpperBounds with random values and fancy array"
<< std::endl;
//now test it works when the id are not incrementing
const vtkm::Id RANDOMDATA_SIZE = 6;
vtkm::Id randomData[RANDOMDATA_SIZE];
randomData[0] = 500; // 2 (lower), 3 (upper)
randomData[1] = 955; // 3 (lower), 4 (upper)
randomData[2] = 955; // 3 (lower), 4 (upper)
randomData[3] = 120; // 0 (lower), 1 (upper)
randomData[4] = 320; // 1 (lower), 2 (upper)
randomData[5] = 955; // 3 (lower), 4 (upper)
//change the control structure under the handle
input = vtkm::cont::make_ArrayHandle(randomData, RANDOMDATA_SIZE, vtkm::CopyFlag::Off);
FloatCastHandle tempCast(temp);
Algorithm::Copy(input, tempCast);
VTKM_TEST_ASSERT(temp.GetNumberOfValues() == RANDOMDATA_SIZE, "Copy failed");
Algorithm::Sort(tempCast);
Algorithm::Unique(tempCast);
Algorithm::LowerBounds(tempCast, FloatCastHandle(input), handle);
Algorithm::UpperBounds(tempCast, FloatCastHandle(input), handle1);
VTKM_TEST_ASSERT(handle.GetNumberOfValues() == RANDOMDATA_SIZE,
"LowerBounds returned incorrect size");
std::copy(vtkm::cont::ArrayPortalToIteratorBegin(handle.ReadPortal()),
vtkm::cont::ArrayPortalToIteratorEnd(handle.ReadPortal()),
randomData);
VTKM_TEST_ASSERT(randomData[0] == 2, "Got bad value - LowerBounds");
VTKM_TEST_ASSERT(randomData[1] == 3, "Got bad value - LowerBounds");
VTKM_TEST_ASSERT(randomData[2] == 3, "Got bad value - LowerBounds");
VTKM_TEST_ASSERT(randomData[3] == 0, "Got bad value - LowerBounds");
VTKM_TEST_ASSERT(randomData[4] == 1, "Got bad value - LowerBounds");
VTKM_TEST_ASSERT(randomData[5] == 3, "Got bad value - LowerBounds");
VTKM_TEST_ASSERT(handle1.GetNumberOfValues() == RANDOMDATA_SIZE,
"UppererBounds returned incorrect size");
std::copy(vtkm::cont::ArrayPortalToIteratorBegin(handle1.ReadPortal()),
vtkm::cont::ArrayPortalToIteratorEnd(handle1.ReadPortal()),
randomData);
VTKM_TEST_ASSERT(randomData[0] == 3, "Got bad value - UpperBound");
VTKM_TEST_ASSERT(randomData[1] == 4, "Got bad value - UpperBound");
VTKM_TEST_ASSERT(randomData[2] == 4, "Got bad value - UpperBound");
VTKM_TEST_ASSERT(randomData[3] == 1, "Got bad value - UpperBound");
VTKM_TEST_ASSERT(randomData[4] == 2, "Got bad value - UpperBound");
VTKM_TEST_ASSERT(randomData[5] == 4, "Got bad value - UpperBound");
}
static VTKM_CONT void TestSort()
{
std::cout << "-------------------------------------------------" << std::endl;
std::cout << "Sort" << std::endl;
std::vector<vtkm::Id> testData(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
testData[i] = static_cast<vtkm::Id>(OFFSET + ((ARRAY_SIZE - i) % 50));
}
IdArrayHandle unsorted = vtkm::cont::make_ArrayHandle(testData, vtkm::CopyFlag::Off);
IdArrayHandle sorted;
Algorithm::Copy(unsorted, sorted);
//Validate the standard inplace sort is correct
Algorithm::Sort(sorted);
auto portal = sorted.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE - 1; ++i)
{
vtkm::Id sorted1 = portal.Get(i);
vtkm::Id sorted2 = portal.Get(i + 1);
VTKM_TEST_ASSERT(sorted1 <= sorted2, "Values not properly sorted.");
}
//Try zero sized array
sorted.Allocate(0);
Algorithm::Sort(sorted);
}
static VTKM_CONT void TestSortWithComparisonObject()
{
std::cout << "-------------------------------------------------" << std::endl;
std::cout << "Sort with comparison object" << std::endl;
std::vector<vtkm::Id> testData(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
testData[i] = static_cast<vtkm::Id>(OFFSET + ((ARRAY_SIZE - i) % 50));
}
//sort the users memory in-place
IdArrayHandle sorted = vtkm::cont::make_ArrayHandle(testData, vtkm::CopyFlag::Off);
Algorithm::Sort(sorted);
//copy the sorted array into our own memory, if use the same user ptr
//we would also sort the 'sorted' handle
IdArrayHandle comp_sorted;
Algorithm::Copy(sorted, comp_sorted);
Algorithm::Sort(comp_sorted, vtkm::SortGreater());
//Validate that sorted and comp_sorted are sorted in the opposite directions
auto sorted_portal = sorted.ReadPortal();
auto comp_sorted_portal = comp_sorted.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
vtkm::Id sorted1 = sorted_portal.Get(i);
vtkm::Id sorted2 = comp_sorted_portal.Get(ARRAY_SIZE - (i + 1));
VTKM_TEST_ASSERT(sorted1 == sorted2, "Got bad sort values when using SortGreater");
}
//validate that sorted and comp_sorted are now equal
Algorithm::Sort(comp_sorted, vtkm::SortLess());
comp_sorted_portal = comp_sorted.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
vtkm::Id sorted1 = sorted_portal.Get(i);
vtkm::Id sorted2 = comp_sorted_portal.Get(i);
VTKM_TEST_ASSERT(sorted1 == sorted2, "Got bad sort values when using SortLess");
}
}
static VTKM_CONT void TestSortWithFancyArrays()
{
std::cout << "-------------------------------------------------" << std::endl;
std::cout << "Sort of a ArrayHandleZip" << std::endl;
std::vector<vtkm::Id> testData(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
testData[i] = static_cast<vtkm::Id>(OFFSET + ((ARRAY_SIZE - i) % 50));
}
IdArrayHandle unsorted = vtkm::cont::make_ArrayHandle(testData, vtkm::CopyFlag::Off);
IdArrayHandle sorted;
Algorithm::Copy(unsorted, sorted);
//verify that we can use ArrayHandleZip inplace
vtkm::cont::ArrayHandleZip<IdArrayHandle, IdArrayHandle> zipped(unsorted, sorted);
//verify we can use sort with zip handle
Algorithm::Sort(zipped, vtkm::SortGreater());
Algorithm::Sort(zipped);
auto portal = zipped.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
vtkm::Pair<vtkm::Id, vtkm::Id> kv_sorted = portal.Get(i);
VTKM_TEST_ASSERT((OFFSET + (i / (ARRAY_SIZE / 50))) == kv_sorted.first,
"ArrayZipHandle improperly sorted");
}
std::cout << "-------------------------------------------------" << std::endl;
std::cout << "Sort of a ArrayHandlePermutation" << std::endl;
//verify that we can use ArrayHandlePermutation inplace
vtkm::cont::ArrayHandleIndex index(ARRAY_SIZE);
vtkm::cont::ArrayHandlePermutation<vtkm::cont::ArrayHandleIndex, IdArrayHandle> perm(index,
sorted);
//verify we can use a custom operator sort with permutation handle
Algorithm::Sort(perm, vtkm::SortGreater());
auto perm_portal = perm.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
vtkm::Id sorted_value = perm_portal.Get(i);
VTKM_TEST_ASSERT((OFFSET + ((ARRAY_SIZE - (i + 1)) / (ARRAY_SIZE / 50))) == sorted_value,
"ArrayZipPermutation improperly sorted");
}
//verify we can use the default sort with permutation handle
Algorithm::Sort(perm);
perm_portal = perm.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
vtkm::Id sorted_value = perm_portal.Get(i);
VTKM_TEST_ASSERT((OFFSET + (i / (ARRAY_SIZE / 50))) == sorted_value,
"ArrayZipPermutation improperly sorted");
}
}
static VTKM_CONT void TestSortByKey()
{
std::cout << "-------------------------------------------------" << std::endl;
std::cout << "Sort by keys" << std::endl;
using Vec3 = vtkm::Vec<FloatDefault, 3>;
using Vec3ArrayHandle = vtkm::cont::ArrayHandle<vtkm::Vec3f, StorageTag>;
std::vector<vtkm::Id> testKeys(ARRAY_SIZE);
std::vector<Vec3> testValues(testKeys.size());
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
std::size_t index = static_cast<size_t>(i);
testKeys[index] = ARRAY_SIZE - i;
testValues[index] = TestValue(i, Vec3());
}
IdArrayHandle keys = vtkm::cont::make_ArrayHandle(testKeys, vtkm::CopyFlag::Off);
Vec3ArrayHandle values = vtkm::cont::make_ArrayHandle(testValues, vtkm::CopyFlag::Off);
Algorithm::SortByKey(keys, values);
auto values_portal = values.ReadPortal();
auto keys_portal = keys.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
//keys should be sorted from 1 to ARRAY_SIZE
//values should be sorted from (ARRAY_SIZE-1) to 0
Vec3 sorted_value = values_portal.Get(i);
vtkm::Id sorted_key = keys_portal.Get(i);
VTKM_TEST_ASSERT((sorted_key == (i + 1)), "Got bad SortByKeys key");
VTKM_TEST_ASSERT(test_equal(sorted_value, TestValue(ARRAY_SIZE - 1 - i, Vec3())),
"Got bad SortByKeys value");
}
// this will return everything back to what it was before sorting
Algorithm::SortByKey(keys, values, vtkm::SortGreater());
values_portal = values.ReadPortal();
keys_portal = keys.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
//keys should be sorted from ARRAY_SIZE to 1
//values should be sorted from 0 to (ARRAY_SIZE-1)
Vec3 sorted_value = values_portal.Get(i);
vtkm::Id sorted_key = keys_portal.Get(i);
VTKM_TEST_ASSERT((sorted_key == (ARRAY_SIZE - i)), "Got bad SortByKeys key");
VTKM_TEST_ASSERT(test_equal(sorted_value, TestValue(i, Vec3())), "Got bad SortByKeys value");
}
//this is here to verify we can sort by vtkm::Vec
Algorithm::SortByKey(values, keys);
values_portal = values.ReadPortal();
keys_portal = keys.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
//keys should be sorted from ARRAY_SIZE to 1
//values should be sorted from 0 to (ARRAY_SIZE-1)
Vec3 sorted_value = values_portal.Get(i);
vtkm::Id sorted_key = keys_portal.Get(i);
VTKM_TEST_ASSERT((sorted_key == (ARRAY_SIZE - i)), "Got bad SortByKeys key");
VTKM_TEST_ASSERT(test_equal(sorted_value, TestValue(i, Vec3())), "Got bad SortByKeys value");
}
}
static VTKM_CONT void TestLowerBoundsWithComparisonObject()
{
std::cout << "-------------------------------------------------" << std::endl;
std::cout << "Testing LowerBounds with comparison object" << std::endl;
std::vector<vtkm::Id> testData(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
testData[i] = static_cast<vtkm::Id>(OFFSET + (i % 50));
}
IdArrayHandle input = vtkm::cont::make_ArrayHandle(testData, vtkm::CopyFlag::Off);
//make a deep copy of input and place it into temp
IdArrayHandle temp;
Algorithm::Copy(input, temp);
Algorithm::Sort(temp);
Algorithm::Unique(temp);
IdArrayHandle handle;
//verify lower bounds work
Algorithm::LowerBounds(temp, input, handle, vtkm::SortLess());
// Check to make sure that temp was resized correctly during Unique.
// (This was a discovered bug at one point.)
temp.ReadPortal(); // Forces copy back to control.
temp.ReleaseResourcesExecution(); // Make sure not counting on execution.
VTKM_TEST_ASSERT(temp.GetNumberOfValues() == 50,
"Unique did not resize array (or size did not copy to control).");
auto portal = handle.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
vtkm::Id value = portal.Get(i);
VTKM_TEST_ASSERT(value == i % 50, "Got bad LowerBounds value with SortLess");
}
}
static VTKM_CONT void TestUpperBoundsWithComparisonObject()
{
std::cout << "-------------------------------------------------" << std::endl;
std::cout << "Testing UpperBounds with comparison object" << std::endl;
std::vector<vtkm::Id> testData(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
testData[i] = static_cast<vtkm::Id>(OFFSET + (i % 50));
}
IdArrayHandle input = vtkm::cont::make_ArrayHandle(testData, vtkm::CopyFlag::Off);
//make a deep copy of input and place it into temp
IdArrayHandle temp;
Algorithm::Copy(input, temp);
Algorithm::Sort(temp);
Algorithm::Unique(temp);
IdArrayHandle handle;
//verify upper bounds work
Algorithm::UpperBounds(temp, input, handle, vtkm::SortLess());
// Check to make sure that temp was resized correctly during Unique.
// (This was a discovered bug at one point.)
temp.ReadPortal(); // Forces copy back to control.
temp.ReleaseResourcesExecution(); // Make sure not counting on execution.
VTKM_TEST_ASSERT(temp.GetNumberOfValues() == 50,
"Unique did not resize array (or size did not copy to control).");
auto portal = handle.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
vtkm::Id value = portal.Get(i);
VTKM_TEST_ASSERT(value == (i % 50) + 1, "Got bad UpperBounds value with SortLess");
}
}
static VTKM_CONT void TestUniqueWithComparisonObject()
{
std::cout << "-------------------------------------------------" << std::endl;
std::cout << "Testing Unique with comparison object" << std::endl;
IdArrayHandle input;
input.Allocate(ARRAY_SIZE);
{
auto portal = input.WritePortal();
for (vtkm::Id index = 0; index < ARRAY_SIZE; ++index)
{
portal.Set(index, OFFSET + (index % 50));
}
}
Algorithm::Sort(input);
Algorithm::Unique(input, FuseAll());
// Check to make sure that input was resized correctly during Unique.
// (This was a discovered bug at one point.)
input.SyncControlArray(); // Forces copy back to control.
input.ReleaseResourcesExecution(); // Make sure not counting on execution.
VTKM_TEST_ASSERT(input.GetNumberOfValues() == 1,
"Unique did not resize array (or size did not copy to control).");
vtkm::Id value = input.ReadPortal().Get(0);
VTKM_TEST_ASSERT(value == OFFSET, "Got bad unique value");
}
static VTKM_CONT void TestReduce()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Reduce" << std::endl;
//construct the index array
IdArrayHandle array;
{
vtkm::cont::Token token;
Algorithm::Schedule(
ClearArrayKernel(array.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag(), token)),
ARRAY_SIZE);
}
//the output of reduce and scan inclusive should be the same
std::cout << " Reduce with initial value of 0." << std::endl;
vtkm::Id reduce_sum = Algorithm::Reduce(array, 0);
std::cout << " Reduce with initial value." << std::endl;
vtkm::Id reduce_sum_with_intial_value = Algorithm::Reduce(array, vtkm::Id(ARRAY_SIZE));
std::cout << " Inclusive scan to check" << std::endl;
vtkm::Id inclusive_sum = Algorithm::ScanInclusive(array, array);
std::cout << " Reduce with 1 value." << std::endl;
array.Allocate(1, vtkm::CopyFlag::On);
vtkm::Id reduce_sum_one_value = Algorithm::Reduce(array, 0);
std::cout << " Reduce with 0 values." << std::endl;
array.Allocate(0);
vtkm::Id reduce_sum_no_values = Algorithm::Reduce(array, 0);
VTKM_TEST_ASSERT(reduce_sum == OFFSET * ARRAY_SIZE, "Got bad sum from Reduce");
VTKM_TEST_ASSERT(reduce_sum_with_intial_value == reduce_sum + ARRAY_SIZE,
"Got bad sum from Reduce with initial value");
VTKM_TEST_ASSERT(reduce_sum_one_value == OFFSET, "Got bad single sum from Reduce");
VTKM_TEST_ASSERT(reduce_sum_no_values == 0, "Got bad empty sum from Reduce");
VTKM_TEST_ASSERT(reduce_sum == inclusive_sum,
"Got different sums from Reduce and ScanInclusive");
}
static VTKM_CONT void TestReduceWithComparisonObject()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Reduce with comparison object " << std::endl;
std::cout << " Reduce vtkm::Id array with vtkm::MinAndMax to compute range." << std::endl;
//construct the index array. Assign an abnormally large value
//to the middle of the array, that should be what we see as our sum.
std::vector<vtkm::Id> testData(ARRAY_SIZE);
const vtkm::Id maxValue = ARRAY_SIZE * 2;
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
vtkm::Id index = static_cast<vtkm::Id>(i);
testData[i] = index;
}
testData[ARRAY_SIZE / 2] = maxValue;
IdArrayHandle input = vtkm::cont::make_ArrayHandle(testData, vtkm::CopyFlag::Off);
vtkm::Id2 range = Algorithm::Reduce(input, vtkm::Id2(0, 0), vtkm::MinAndMax<vtkm::Id>());
VTKM_TEST_ASSERT(maxValue == range[1], "Got bad value from Reduce with comparison object");
VTKM_TEST_ASSERT(0 == range[0], "Got bad value from Reduce with comparison object");
std::cout << " Reduce vtkm::Id array with custom functor that returns vtkm::Pair<>."
<< std::endl;
auto pairInit = vtkm::Pair<vtkm::Id, vtkm::Float32>(0, 0.0f);
vtkm::Pair<vtkm::Id, vtkm::Float32> pairRange =
Algorithm::Reduce(input, pairInit, CustomPairOp());
VTKM_TEST_ASSERT(maxValue == pairRange.first,
"Got bad value from Reduce with pair comparison object");
VTKM_TEST_ASSERT(0.0f == pairRange.second,
"Got bad value from Reduce with pair comparison object");
std::cout << " Reduce bool array with vtkm::LogicalAnd to see if all values are true."
<< std::endl;
//construct an array of bools and verify that they aren't all true
auto barray =
vtkm::cont::make_ArrayHandle({ true, true, true, true, true, true, false, true, true, true,
true, true, true, true, true, true, true, true, true, true,
true, true, true, true, true, true, true, true, true, true,
true, true, true, true, true, true, true, true, true, true,
true, true, true, true, true, true, true, true, true, true,
true, true, true, true, true, true, true, true, true, true });
bool all_true = Algorithm::Reduce(barray, true, vtkm::LogicalAnd());
VTKM_TEST_ASSERT(all_true == false, "reduction with vtkm::LogicalAnd should return false");
std::cout << " Reduce with custom value type and custom comparison operator." << std::endl;
//test with a custom value type with the reduction value being a vtkm::Vec<float,2>
auto farray = vtkm::cont::make_ArrayHandle<CustomTForReduce>(
{ 13.1f, -2.1f, -1.0f, 13.1f, -2.1f, -1.0f, 413.1f, -2.1f, -1.0f, 13.1f, -2.1f, -1.0f,
13.1f, -2.1f, -1.0f, 13.1f, -2.1f, -1.0f, 13.1f, -2.1f, -1.0f, 13.1f, -2.1f, -1.0f,
13.1f, -2.1f, -11.0f, 13.1f, -2.1f, -1.0f, 13.1f, -2.1f, -1.0f, 13.1f, -2.1f, -1.0f,
13.1f, -2.1f, -1.0f, 13.1f, -2.1f, -1.0f, 13.1f, -2.1f, -1.0f, 13.1f, -211.1f, -1.0f,
13.1f, -2.1f, -1.0f, 13.1f, -2.1f, -1.0f, 13.1f, -2.1f, -1.0f, 113.1f, -2.1f, -1.0f });
vtkm::Vec2f_32 frange =
Algorithm::Reduce(farray, vtkm::Vec2f_32(0.0f, 0.0f), CustomMinAndMax<CustomTForReduce>());
VTKM_TEST_ASSERT(-211.1f == frange[0],
"Got bad float value from Reduce with comparison object");
VTKM_TEST_ASSERT(413.1f == frange[1], "Got bad float value from Reduce with comparison object");
}
static VTKM_CONT void TestReduceWithFancyArrays()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Reduce with ArrayHandleZip" << std::endl;
{
IdArrayHandle keys, values;
{
vtkm::cont::Token token;
Algorithm::Schedule(
ClearArrayKernel(keys.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag(), token)),
ARRAY_SIZE);
Algorithm::Schedule(
ClearArrayKernel(values.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag(), token)),
ARRAY_SIZE);
}
vtkm::cont::ArrayHandleZip<IdArrayHandle, IdArrayHandle> zipped(keys, values);
//the output of reduce and scan inclusive should be the same
using ResultType = vtkm::Pair<vtkm::Id, vtkm::Id>;
ResultType reduce_sum_with_intial_value =
Algorithm::Reduce(vtkm::cont::make_ArrayHandleView(zipped, 0, ARRAY_SIZE),
ResultType(ARRAY_SIZE, ARRAY_SIZE));
ResultType expectedResult(OFFSET * ARRAY_SIZE + ARRAY_SIZE, OFFSET * ARRAY_SIZE + ARRAY_SIZE);
VTKM_TEST_ASSERT((reduce_sum_with_intial_value == expectedResult),
"Got bad sum from Reduce with initial value");
}
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Reduce with ArrayHandlePermutation" << std::endl;
{
//lastly test with heterogeneous zip values ( vec3, and constant array handle),
//and a custom reduce binary functor
using ValueType = vtkm::Float32;
IdArrayHandle indexHandle =
vtkm::cont::make_ArrayHandle<vtkm::Id>({ 0, 0, 0, 1, 1, 1, 2, 2, 2, 3, 3, 3, 4, 4, 4,
5, 5, 5, 1, 4, 9, 7, 7, 7, 8, 8, 8, 0, 1, 2 });
vtkm::cont::ArrayHandle<ValueType> valueHandle = vtkm::cont::make_ArrayHandle(
{ 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, -2.0f });
const ValueType expectedSum = 125;
vtkm::cont::ArrayHandlePermutation<IdArrayHandle, vtkm::cont::ArrayHandle<ValueType>> perm;
perm = vtkm::cont::make_ArrayHandlePermutation(indexHandle, valueHandle);
const ValueType sum = Algorithm::Reduce(perm, ValueType(0.0f));
std::cout << "sum: " << sum << std::endl;
VTKM_TEST_ASSERT((sum == expectedSum), "Got bad sum from Reduce with permutation handle");
}
}
static VTKM_CONT void TestReduceByKey()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Reduce By Key" << std::endl;
//first test with very basic integer key / values
{
const vtkm::Id expectedLength = 6;
vtkm::IdComponent expectedKeys[expectedLength] = { 0, 1, 4, 0, 2, -1 };
vtkm::Id expectedValues[expectedLength] = { 10, 2, 0, 3, 10, -42 };
IdComponentArrayHandle keys =
vtkm::cont::make_ArrayHandle<vtkm::IdComponent>({ 0, 0, 0, 1, 1, 4, 0, 2, 2, 2, 2, -1 });
IdArrayHandle values =
vtkm::cont::make_ArrayHandle<vtkm::Id>({ 13, -2, -1, 1, 1, 0, 3, 1, 2, 3, 4, -42 });
IdComponentArrayHandle keysOut;
IdArrayHandle valuesOut;
Algorithm::ReduceByKey(keys, values, keysOut, valuesOut, vtkm::Add());
VTKM_TEST_ASSERT(keysOut.GetNumberOfValues() == expectedLength,
"Got wrong number of output keys");
VTKM_TEST_ASSERT(valuesOut.GetNumberOfValues() == expectedLength,
"Got wrong number of output values");
auto keys_portal = keysOut.ReadPortal();
auto values_portal = valuesOut.ReadPortal();
for (vtkm::Id i = 0; i < expectedLength; ++i)
{
const vtkm::Id k = keys_portal.Get(i);
const vtkm::Id v = values_portal.Get(i);
VTKM_TEST_ASSERT(expectedKeys[i] == k, "Incorrect reduced key");
VTKM_TEST_ASSERT(expectedValues[i] == v, "Incorrect reduced value");
}
}
//next test with a single key across the entire set, using vec3 as the
//value, using a custom reduce binary functor
{
IdArrayHandle keys = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 0, 0, 0 });
vtkm::cont::ArrayHandle<vtkm::Vec3f_64, StorageTag> values =
vtkm::cont::make_ArrayHandle({ vtkm::Vec3f_64(13.1, 13.3, 13.5),
vtkm::Vec3f_64(-2.1, -2.3, -2.5),
vtkm::Vec3f_64(-1.0, -1.0, 1.0) });
const vtkm::Id expectedLength = 1;
vtkm::Id expectedKeys[expectedLength] = { 0 };
vtkm::Vec3f_64 expectedValues[expectedLength];
expectedValues[0] = vtkm::make_Vec(27.51, 30.59, -33.75);
IdArrayHandle keysOut;
vtkm::cont::ArrayHandle<vtkm::Vec3f_64, StorageTag> valuesOut;
Algorithm::ReduceByKey(keys, values, keysOut, valuesOut, vtkm::Multiply());
VTKM_TEST_ASSERT(keysOut.GetNumberOfValues() == expectedLength,
"Got wrong number of output keys");
VTKM_TEST_ASSERT(valuesOut.GetNumberOfValues() == expectedLength,
"Got wrong number of output values");
auto keys_portal = keysOut.ReadPortal();
auto values_portal = valuesOut.ReadPortal();
for (vtkm::Id i = 0; i < expectedLength; ++i)
{
const vtkm::Id k = keys_portal.Get(i);
const vtkm::Vec3f_64 v = values_portal.Get(i);
VTKM_TEST_ASSERT(expectedKeys[i] == k, "Incorrect reduced key");
VTKM_TEST_ASSERT(expectedValues[i] == v, "Incorrect reduced vale");
}
}
}
static VTKM_CONT void TestReduceByKeyWithFancyArrays()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Reduce By Key with Fancy Arrays" << std::endl;
IdComponentArrayHandle keys =
vtkm::cont::make_ArrayHandle<vtkm::IdComponent>({ 0, 0, 0, 1, 1, 4, 0, 2, 2, 2, 2, -1 });
IdArrayHandle values =
vtkm::cont::make_ArrayHandle<vtkm::Id>({ 13, -2, -1, 1, 1, 0, 3, 1, 2, 3, 4, -42 });
FloatCastHandle castValues(values);
const vtkm::Id expectedLength = 6;
vtkm::IdComponent expectedKeys[expectedLength] = { 0, 1, 4, 0, 2, -1 };
vtkm::Id expectedValues[expectedLength] = { 10, 2, 0, 3, 10, -42 };
IdComponentArrayHandle keysOut;
IdArrayHandle valuesOut;
FloatCastHandle castValuesOut(valuesOut);
Algorithm::ReduceByKey(keys, castValues, keysOut, castValuesOut, vtkm::Add());
VTKM_TEST_ASSERT(keysOut.GetNumberOfValues() == expectedLength,
"Got wrong number of output keys");
VTKM_TEST_ASSERT(valuesOut.GetNumberOfValues() == expectedLength,
"Got wrong number of output values");
auto keys_portal = keysOut.ReadPortal();
auto values_portal = valuesOut.ReadPortal();
for (vtkm::Id i = 0; i < expectedLength; ++i)
{
const vtkm::Id k = keys_portal.Get(i);
const vtkm::Id v = values_portal.Get(i);
VTKM_TEST_ASSERT(expectedKeys[i] == k, "Incorrect reduced key");
VTKM_TEST_ASSERT(expectedValues[i] == v, "Incorrect reduced value");
}
}
static VTKM_CONT void TestScanInclusiveByKeyOne()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Scan Inclusive By Key with 1 elements" << std::endl;
IdArrayHandle keys = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 0 });
IdArrayHandle values = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 5 });
IdArrayHandle valuesOut;
Algorithm::ScanInclusiveByKey(keys, values, valuesOut, vtkm::Add());
VTKM_TEST_ASSERT(valuesOut.GetNumberOfValues() == 1, "Got wrong number of output values");
const vtkm::Id v = valuesOut.ReadPortal().Get(0);
VTKM_TEST_ASSERT(5 == v, "Incorrect scanned value");
}
static VTKM_CONT void TestScanInclusiveByKeyTwo()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Scan Exclusive By Key with 2 elements" << std::endl;
IdArrayHandle keys = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 0, 1 });
IdArrayHandle values = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 1, 1 });
const vtkm::Id expectedLength = 2;
vtkm::Id expectedValues[expectedLength] = { 1, 1 };
IdArrayHandle valuesOut;
Algorithm::ScanInclusiveByKey(keys, values, valuesOut, vtkm::Add());
VTKM_TEST_ASSERT(valuesOut.GetNumberOfValues() == expectedLength,
"Got wrong number of output values");
auto values_portal = valuesOut.ReadPortal();
for (vtkm::Id i = 0; i < expectedLength; i++)
{
const vtkm::Id v = values_portal.Get(i);
VTKM_TEST_ASSERT(expectedValues[static_cast<std::size_t>(i)] == v, "Incorrect scanned value");
}
}
static VTKM_CONT void TestScanInclusiveByKeyLarge()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Scan Inclusive By Key with " << ARRAY_SIZE << " elements" << std::endl;
std::vector<vtkm::Id> inputKeys(ARRAY_SIZE);
for (vtkm::Id i = 0; i < ARRAY_SIZE; i++)
{
if (i % 100 < 98)
inputKeys[static_cast<std::size_t>(i)] = static_cast<vtkm::Id>(i / 100);
else
inputKeys[static_cast<std::size_t>(i)] = static_cast<vtkm::Id>(i);
}
std::vector<vtkm::Id> inputValues(ARRAY_SIZE, 1);
std::vector<vtkm::Id> expectedValues(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; i++)
{
if (i % 100 < 98)
expectedValues[i] = static_cast<vtkm::Id>(1 + i % 100);
else
expectedValues[i] = static_cast<vtkm::Id>(1);
}
IdArrayHandle keys = vtkm::cont::make_ArrayHandle(inputKeys, vtkm::CopyFlag::Off);
IdArrayHandle values = vtkm::cont::make_ArrayHandle(inputValues, vtkm::CopyFlag::Off);
IdArrayHandle valuesOut;
Algorithm::ScanInclusiveByKey(keys, values, valuesOut, vtkm::Add());
VTKM_TEST_ASSERT(valuesOut.GetNumberOfValues() == ARRAY_SIZE,
"Got wrong number of output values");
auto values_portal = valuesOut.ReadPortal();
for (auto i = 0; i < ARRAY_SIZE; i++)
{
const vtkm::Id v = values_portal.Get(i);
VTKM_TEST_ASSERT(expectedValues[static_cast<std::size_t>(i)] == v, "Incorrect scanned value");
}
}
static VTKM_CONT void TestScanInclusiveByKey()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Scan Inclusive By Key" << std::endl;
IdComponentArrayHandle keys =
vtkm::cont::make_ArrayHandle<vtkm::IdComponent>({ 0, 0, 0, 1, 1, 2, 3, 3, 3, 3 });
IdArrayHandle values = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 });
const vtkm::Id expectedLength = 10;
vtkm::Id expectedValues[expectedLength] = { 1, 2, 3, 1, 2, 1, 1, 2, 3, 4 };
IdArrayHandle valuesOut;
Algorithm::ScanInclusiveByKey(keys, values, valuesOut);
VTKM_TEST_ASSERT(valuesOut.GetNumberOfValues() == expectedLength,
"Got wrong number of output values");
auto valuesPortal = valuesOut.ReadPortal();
for (auto i = 0; i < expectedLength; i++)
{
const vtkm::Id v = valuesPortal.Get(i);
VTKM_TEST_ASSERT(expectedValues[static_cast<std::size_t>(i)] == v, "Incorrect scanned value");
}
}
static VTKM_CONT void TestScanInclusiveByKeyInPlace()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Scan Inclusive By Key In Place" << std::endl;
IdComponentArrayHandle keys =
vtkm::cont::make_ArrayHandle<vtkm::IdComponent>({ 0, 0, 0, 1, 1, 2, 3, 3, 3, 3 });
IdArrayHandle values = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 });
const vtkm::Id expectedLength = 10;
vtkm::Id expectedValues[expectedLength] = { 1, 2, 3, 1, 2, 1, 1, 2, 3, 4 };
Algorithm::ScanInclusiveByKey(keys, values, values);
VTKM_TEST_ASSERT(values.GetNumberOfValues() == expectedLength,
"Got wrong number of output values");
auto valuesPortal = values.ReadPortal();
for (auto i = 0; i < expectedLength; i++)
{
const vtkm::Id v = valuesPortal.Get(i);
VTKM_TEST_ASSERT(expectedValues[static_cast<std::size_t>(i)] == v, "Incorrect scanned value");
}
}
static VTKM_CONT void TestScanInclusiveByKeyInPlaceWithFancyArray()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Scan Inclusive By Key In Place with a Fancy Array" << std::endl;
IdComponentArrayHandle keys =
vtkm::cont::make_ArrayHandle<vtkm::IdComponent>({ 0, 0, 0, 1, 1, 2, 3, 3, 3, 3 });
IdArrayHandle values = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 });
FloatCastHandle castValues(values);
const vtkm::Id expectedLength = 10;
vtkm::Id expectedValues[expectedLength] = { 1, 2, 3, 1, 2, 1, 1, 2, 3, 4 };
Algorithm::ScanInclusiveByKey(keys, castValues, castValues);
VTKM_TEST_ASSERT(values.GetNumberOfValues() == expectedLength,
"Got wrong number of output values");
auto valuesPortal = values.ReadPortal();
for (auto i = 0; i < expectedLength; i++)
{
const vtkm::Id v = valuesPortal.Get(i);
VTKM_TEST_ASSERT(expectedValues[static_cast<std::size_t>(i)] == v, "Incorrect scanned value");
}
}
static VTKM_CONT void TestScanExclusiveByKeyOne()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Scan Exclusive By Key with 1 elements" << std::endl;
vtkm::Id init = 5;
const vtkm::Id expectedLength = 1;
IdArrayHandle keys = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 0 });
IdArrayHandle values = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 0 });
IdArrayHandle valuesOut;
Algorithm::ScanExclusiveByKey(keys, values, valuesOut, init, vtkm::Add());
VTKM_TEST_ASSERT(valuesOut.GetNumberOfValues() == expectedLength,
"Got wrong number of output values");
const vtkm::Id v = valuesOut.ReadPortal().Get(0);
VTKM_TEST_ASSERT(init == v, "Incorrect scanned value");
}
static VTKM_CONT void TestScanExclusiveByKeyTwo()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Scan Exclusive By Key with 2 elements" << std::endl;
vtkm::Id init = 5;
IdArrayHandle keys = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 0, 1 });
IdArrayHandle values = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 1, 1 });
const vtkm::Id expectedLength = 2;
vtkm::Id expectedValues[expectedLength] = { 5, 5 };
IdArrayHandle valuesOut;
Algorithm::ScanExclusiveByKey(keys, values, valuesOut, init, vtkm::Add());
VTKM_TEST_ASSERT(valuesOut.GetNumberOfValues() == expectedLength,
"Got wrong number of output values");
auto valuesPortal = valuesOut.ReadPortal();
for (auto i = 0; i < expectedLength; i++)
{
const vtkm::Id v = valuesPortal.Get(i);
VTKM_TEST_ASSERT(expectedValues[i] == v, "Incorrect scanned value");
}
}
static VTKM_CONT void TestScanExclusiveByKeyLarge()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Scan Exclusive By Key with " << ARRAY_SIZE << " elements" << std::endl;
std::vector<vtkm::Id> inputKeys(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; i++)
{
if (i % 100 < 98)
inputKeys[i] = static_cast<vtkm::Id>(i / 100);
else
inputKeys[i] = static_cast<vtkm::Id>(i);
}
std::vector<vtkm::Id> inputValues(ARRAY_SIZE, 1);
vtkm::Id init = 5;
std::vector<vtkm::Id> expectedValues(ARRAY_SIZE);
for (vtkm::Id i = 0; i < ARRAY_SIZE; i++)
{
if (i % 100 < 98)
expectedValues[static_cast<std::size_t>(i)] = static_cast<vtkm::Id>(init + i % 100);
else
expectedValues[static_cast<std::size_t>(i)] = init;
}
IdArrayHandle keys = vtkm::cont::make_ArrayHandle(inputKeys, vtkm::CopyFlag::Off);
IdArrayHandle values = vtkm::cont::make_ArrayHandle(inputValues, vtkm::CopyFlag::Off);
IdArrayHandle valuesOut;
Algorithm::ScanExclusiveByKey(keys, values, valuesOut, init, vtkm::Add());
VTKM_TEST_ASSERT(valuesOut.GetNumberOfValues() == ARRAY_SIZE,
"Got wrong number of output values");
auto valuesPortal = valuesOut.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; i++)
{
const vtkm::Id v = valuesPortal.Get(i);
VTKM_TEST_ASSERT(expectedValues[static_cast<std::size_t>(i)] == v, "Incorrect scanned value");
}
}
static VTKM_CONT void TestScanExclusiveByKey()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Scan Exclusive By Key" << std::endl;
vtkm::Id init = 5;
IdComponentArrayHandle keys =
vtkm::cont::make_ArrayHandle<vtkm::IdComponent>({ 0, 0, 0, 1, 1, 2, 3, 3, 3, 3 });
IdArrayHandle values = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 });
const vtkm::Id expectedLength = 10;
vtkm::Id expectedValues[expectedLength] = { 5, 6, 7, 5, 6, 5, 5, 6, 7, 8 };
IdArrayHandle valuesOut;
Algorithm::ScanExclusiveByKey(keys, values, valuesOut, init, vtkm::Add());
VTKM_TEST_ASSERT(valuesOut.GetNumberOfValues() == expectedLength,
"Got wrong number of output values");
auto valuesPortal = valuesOut.ReadPortal();
for (vtkm::Id i = 0; i < expectedLength; i++)
{
const vtkm::Id v = valuesPortal.Get(i);
VTKM_TEST_ASSERT(expectedValues[static_cast<std::size_t>(i)] == v, "Incorrect scanned value");
}
}
static VTKM_CONT void TestScanExclusiveByKeyInPlace()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Scan Inclusive By Key In Place" << std::endl;
vtkm::Id init = 5;
IdComponentArrayHandle keys =
vtkm::cont::make_ArrayHandle<vtkm::IdComponent>({ 0, 0, 0, 1, 1, 2, 3, 3, 3, 3 });
IdArrayHandle values = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 });
const vtkm::Id expectedLength = 10;
vtkm::Id expectedValues[expectedLength] = { 5, 6, 7, 5, 6, 5, 5, 6, 7, 8 };
Algorithm::ScanExclusiveByKey(keys, values, values, init, vtkm::Add());
VTKM_TEST_ASSERT(values.GetNumberOfValues() == expectedLength,
"Got wrong number of output values");
auto valuesPortal = values.ReadPortal();
for (auto i = 0; i < expectedLength; i++)
{
const vtkm::Id v = valuesPortal.Get(i);
VTKM_TEST_ASSERT(expectedValues[static_cast<std::size_t>(i)] == v, "Incorrect scanned value");
}
}
static VTKM_CONT void TestScanExclusiveByKeyInPlaceWithFancyArray()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Scan Inclusive By Key In Place with a Fancy Array" << std::endl;
vtkm::FloatDefault init = 5;
IdComponentArrayHandle keys =
vtkm::cont::make_ArrayHandle<vtkm::IdComponent>({ 0, 0, 0, 1, 1, 2, 3, 3, 3, 3 });
IdArrayHandle values = vtkm::cont::make_ArrayHandle<vtkm::Id>({ 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 });
FloatCastHandle castValues(values);
const vtkm::Id expectedLength = 10;
vtkm::Id expectedValues[expectedLength] = { 5, 6, 7, 5, 6, 5, 5, 6, 7, 8 };
Algorithm::ScanExclusiveByKey(keys, castValues, castValues, init, vtkm::Add());
VTKM_TEST_ASSERT(values.GetNumberOfValues() == expectedLength,
"Got wrong number of output values");
auto valuesPortal = values.ReadPortal();
for (auto i = 0; i < expectedLength; i++)
{
const vtkm::Id v = valuesPortal.Get(i);
VTKM_TEST_ASSERT(expectedValues[static_cast<std::size_t>(i)] == v, "Incorrect scanned value");
}
}
static VTKM_CONT void TestScanInclusive()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Inclusive Scan" << std::endl;
{
std::cout << " size " << ARRAY_SIZE << std::endl;
//construct the index array
IdArrayHandle array;
{
vtkm::cont::Token token;
Algorithm::Schedule(
ClearArrayKernel(array.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag(), token)),
ARRAY_SIZE);
}
//we know have an array whose sum is equal to OFFSET * ARRAY_SIZE,
//let's validate that
vtkm::Id sum = Algorithm::ScanInclusive(array, array);
VTKM_TEST_ASSERT(sum == OFFSET * ARRAY_SIZE, "Got bad sum from Inclusive Scan");
auto portal = array.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
const vtkm::Id value = portal.Get(i);
VTKM_TEST_ASSERT(value == (i + 1) * OFFSET, "Incorrect partial sum");
}
std::cout << " size 1" << std::endl;
array.Allocate(1, vtkm::CopyFlag::On);
sum = Algorithm::ScanInclusive(array, array);
VTKM_TEST_ASSERT(sum == OFFSET, "Incorrect partial sum");
const vtkm::Id value = array.ReadPortal().Get(0);
VTKM_TEST_ASSERT(value == OFFSET, "Incorrect partial sum");
std::cout << " size 0" << std::endl;
array.Allocate(0);
sum = Algorithm::ScanInclusive(array, array);
VTKM_TEST_ASSERT(sum == 0, "Incorrect partial sum");
}
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Inclusive Scan with multiplication operator" << std::endl;
{
std::vector<vtkm::Float64> inputValues(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
inputValues[i] = 1.01;
}
std::size_t mid = ARRAY_SIZE / 2;
inputValues[mid] = 0.0;
vtkm::cont::ArrayHandle<vtkm::Float64> array =
vtkm::cont::make_ArrayHandle(inputValues, vtkm::CopyFlag::Off);
vtkm::Float64 product = Algorithm::ScanInclusive(array, array, vtkm::Multiply());
VTKM_TEST_ASSERT(product == 0.0f, "ScanInclusive product result not 0.0");
auto portal = array.ReadPortal();
for (std::size_t i = 0; i < mid; ++i)
{
vtkm::Id index = static_cast<vtkm::Id>(i);
vtkm::Float64 expected = pow(1.01, static_cast<vtkm::Float64>(i + 1));
vtkm::Float64 got = portal.Get(index);
VTKM_TEST_ASSERT(test_equal(got, expected), "Incorrect results for ScanInclusive");
}
for (std::size_t i = mid; i < ARRAY_SIZE; ++i)
{
vtkm::Id index = static_cast<vtkm::Id>(i);
VTKM_TEST_ASSERT(portal.Get(index) == 0.0f, "Incorrect results for ScanInclusive");
}
}
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Inclusive Scan with a vtkm::Vec" << std::endl;
{
using Vec3 = vtkm::Vec<Float64, 3>;
using Vec3ArrayHandle = vtkm::cont::ArrayHandle<vtkm::Vec3f_64, StorageTag>;
std::vector<Vec3> testValues(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
testValues[i] = TestValue(1, Vec3());
}
Vec3ArrayHandle values = vtkm::cont::make_ArrayHandle(testValues, vtkm::CopyFlag::Off);
Vec3 sum = Algorithm::ScanInclusive(values, values);
std::cout << "Sum that was returned " << sum << std::endl;
VTKM_TEST_ASSERT(test_equal(sum, TestValue(1, Vec3()) * ARRAY_SIZE),
"Got bad sum from Inclusive Scan");
}
}
static VTKM_CONT void TestScanInclusiveWithComparisonObject()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Inclusive Scan with comparison object " << std::endl;
//construct the index array
IdArrayHandle array;
{
vtkm::cont::Token token;
Algorithm::Schedule(
ClearArrayKernel(array.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag(), token)),
ARRAY_SIZE);
Algorithm::Schedule(
MakeAddArrayKernel(array.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag(), token)),
ARRAY_SIZE);
}
//we know have an array whose sum is equal to OFFSET * ARRAY_SIZE,
//let's validate that
IdArrayHandle result;
vtkm::Id sum = Algorithm::ScanInclusive(array, result, vtkm::Maximum());
VTKM_TEST_ASSERT(sum == OFFSET + (ARRAY_SIZE - 1),
"Got bad sum from Inclusive Scan with comparison object");
auto array_portal = array.ReadPortal();
auto result_portal = result.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
const vtkm::Id input_value = array_portal.Get(i);
const vtkm::Id result_value = result_portal.Get(i);
VTKM_TEST_ASSERT(input_value == result_value, "Incorrect partial sum");
}
//now try it inline
sum = Algorithm::ScanInclusive(array, array, vtkm::Maximum());
VTKM_TEST_ASSERT(sum == OFFSET + (ARRAY_SIZE - 1),
"Got bad sum from Inclusive Scan with comparison object");
array_portal = array.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
const vtkm::Id input_value = array_portal.Get(i);
const vtkm::Id result_value = result_portal.Get(i);
VTKM_TEST_ASSERT(input_value == result_value, "Incorrect partial sum");
}
}
static VTKM_CONT void TestScanExclusive()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Exclusive Scan" << std::endl;
{
//construct the index array
IdArrayHandle array;
{
vtkm::cont::Token token;
Algorithm::Schedule(
ClearArrayKernel(array.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag(), token)),
ARRAY_SIZE);
}
// we know have an array whose sum = (OFFSET * ARRAY_SIZE),
// let's validate that
vtkm::Id sum = Algorithm::ScanExclusive(array, array);
VTKM_TEST_ASSERT(sum == (OFFSET * ARRAY_SIZE), "Got bad sum from Exclusive Scan");
auto portal = array.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
const vtkm::Id value = portal.Get(i);
VTKM_TEST_ASSERT(value == i * OFFSET, "Incorrect partial sum");
}
std::cout << " size 1" << std::endl;
array.Allocate(1, vtkm::CopyFlag::On);
array.WritePortal().Set(0, OFFSET);
sum = Algorithm::ScanExclusive(array, array);
VTKM_TEST_ASSERT(sum == OFFSET, "Incorrect partial sum");
const vtkm::Id value = array.ReadPortal().Get(0);
VTKM_TEST_ASSERT(value == 0, "Incorrect partial sum");
array.Allocate(0);
sum = Algorithm::ScanExclusive(array, array);
VTKM_TEST_ASSERT(sum == 0, "Incorrect partial sum");
}
// Enable when Exclusive Scan with custom operator is implemented for all
// device adaptors
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Exclusive Scan with multiplication operator" << std::endl;
{
std::vector<vtkm::Float64> inputValues(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
inputValues[i] = 1.01;
}
std::size_t mid = ARRAY_SIZE / 2;
inputValues[mid] = 0.0;
vtkm::cont::ArrayHandle<vtkm::Float64> array =
vtkm::cont::make_ArrayHandle(inputValues, vtkm::CopyFlag::Off);
vtkm::Float64 initialValue = 2.00;
vtkm::Float64 product =
Algorithm::ScanExclusive(array, array, vtkm::Multiply(), initialValue);
VTKM_TEST_ASSERT(product == 0.0f, "ScanExclusive product result not 0.0");
VTKM_TEST_ASSERT(array.ReadPortal().Get(0) == initialValue,
"ScanExclusive result's first value != initialValue");
auto portal = array.ReadPortal();
for (std::size_t i = 1; i <= mid; ++i)
{
vtkm::Id index = static_cast<vtkm::Id>(i);
vtkm::Float64 expected = pow(1.01, static_cast<vtkm::Float64>(i)) * initialValue;
vtkm::Float64 got = portal.Get(index);
VTKM_TEST_ASSERT(test_equal(got, expected), "Incorrect results for ScanExclusive");
}
for (std::size_t i = mid + 1; i < ARRAY_SIZE; ++i)
{
vtkm::Id index = static_cast<vtkm::Id>(i);
VTKM_TEST_ASSERT(portal.Get(index) == 0.0f, "Incorrect results for ScanExclusive");
}
}
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Exclusive Scan with a vtkm::Vec" << std::endl;
{
using Vec3 = vtkm::Vec<Float64, 3>;
using Vec3ArrayHandle = vtkm::cont::ArrayHandle<vtkm::Vec3f_64, StorageTag>;
std::vector<Vec3> testValues(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
testValues[i] = TestValue(1, Vec3());
}
Vec3ArrayHandle values = vtkm::cont::make_ArrayHandle(testValues, vtkm::CopyFlag::Off);
Vec3 sum = Algorithm::ScanExclusive(values, values);
VTKM_TEST_ASSERT(test_equal(sum, (TestValue(1, Vec3()) * ARRAY_SIZE)),
"Got bad sum from Exclusive Scan");
}
}
static VTKM_CONT void TestScanExtended()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Extended Scan" << std::endl;
{
//construct the index array
IdArrayHandle array;
{
vtkm::cont::Token token;
Algorithm::Schedule(
ClearArrayKernel(array.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag(), token)),
ARRAY_SIZE);
}
// we now have an array whose sum = (OFFSET * ARRAY_SIZE),
// let's validate that
Algorithm::ScanExtended(array, array);
VTKM_TEST_ASSERT(array.GetNumberOfValues() == ARRAY_SIZE + 1, "Output size incorrect.");
{
auto portal = array.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE + 1; ++i)
{
const vtkm::Id value = portal.Get(i);
VTKM_TEST_ASSERT(value == i * OFFSET, "Incorrect partial sum");
}
}
array.Allocate(1, vtkm::CopyFlag::On);
array.WritePortal().Set(0, OFFSET);
Algorithm::ScanExtended(array, array);
VTKM_TEST_ASSERT(array.GetNumberOfValues() == 2);
{
auto portal = array.ReadPortal();
VTKM_TEST_ASSERT(portal.Get(0) == 0, "Incorrect initial value");
VTKM_TEST_ASSERT(portal.Get(1) == OFFSET, "Incorrect total sum");
}
array.Allocate(0);
Algorithm::ScanExtended(array, array);
VTKM_TEST_ASSERT(array.GetNumberOfValues() == 1);
{
auto portal = array.ReadPortal();
VTKM_TEST_ASSERT(portal.Get(0) == 0, "Incorrect initial value");
}
}
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Extended Scan with multiplication operator" << std::endl;
{
std::vector<vtkm::Float64> inputValues(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
inputValues[i] = 1.01;
}
std::size_t mid = ARRAY_SIZE / 2;
inputValues[mid] = 0.0;
vtkm::cont::ArrayHandle<vtkm::Float64> array =
vtkm::cont::make_ArrayHandle(inputValues, vtkm::CopyFlag::On);
vtkm::Float64 initialValue = 2.00;
Algorithm::ScanExtended(array, array, vtkm::Multiply(), initialValue);
VTKM_TEST_ASSERT(array.GetNumberOfValues() == ARRAY_SIZE + 1,
"ScanExtended output size incorrect.");
auto portal = array.ReadPortal();
VTKM_TEST_ASSERT(portal.Get(0) == initialValue,
"ScanExtended result's first value != initialValue");
for (std::size_t i = 1; i <= mid; ++i)
{
vtkm::Id index = static_cast<vtkm::Id>(i);
vtkm::Float64 expected = pow(1.01, static_cast<vtkm::Float64>(i)) * initialValue;
vtkm::Float64 got = portal.Get(index);
VTKM_TEST_ASSERT(test_equal(got, expected), "Incorrect results for ScanExtended");
}
for (std::size_t i = mid + 1; i < ARRAY_SIZE + 1; ++i)
{
vtkm::Id index = static_cast<vtkm::Id>(i);
VTKM_TEST_ASSERT(portal.Get(index) == 0.0f, "Incorrect results for ScanExtended");
}
}
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Extended Scan with a vtkm::Vec" << std::endl;
{
using Vec3 = vtkm::Vec3f_64;
using Vec3ArrayHandle = vtkm::cont::ArrayHandle<Vec3, StorageTag>;
std::vector<Vec3> testValues(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
testValues[i] = TestValue(1, Vec3());
}
Vec3ArrayHandle values = vtkm::cont::make_ArrayHandle(testValues, vtkm::CopyFlag::On);
Algorithm::ScanExtended(values, values);
VTKM_TEST_ASSERT(test_equal(vtkm::cont::ArrayGetValue(ARRAY_SIZE, values),
(TestValue(1, Vec3()) * ARRAY_SIZE)),
"Got bad sum from ScanExtended");
}
}
static VTKM_CONT void TestErrorExecution()
{
std::cout << "-------------------------------------------" << std::endl;
std::cout << "Testing Exceptions in Execution Environment" << std::endl;
std::string message;
try
{
Algorithm::Schedule(OneErrorKernel(), ARRAY_SIZE);
Algorithm::Synchronize();
}
catch (vtkm::cont::ErrorExecution& error)
{
message = error.GetMessage();
}
VTKM_TEST_ASSERT(message == ERROR_MESSAGE, "Did not get expected error message.");
message = "";
try
{
Algorithm::Schedule(AllErrorKernel(), ARRAY_SIZE);
Algorithm::Synchronize();
}
catch (vtkm::cont::ErrorExecution& error)
{
message = error.GetMessage();
}
VTKM_TEST_ASSERT(message == ERROR_MESSAGE, "Did not get expected error message.");
// This is spcifically to test the cuda-backend but should pass for all backends
std::cout << "Testing if execution errors are eventually propagated to the host "
<< "without explicit synchronization\n";
message = "";
int nkernels = 0;
try
{
vtkm::cont::Token token;
IdArrayHandle idArray;
auto portal = idArray.PrepareForOutput(ARRAY_SIZE, DeviceAdapterTag{}, token);
Algorithm::Schedule(OneErrorKernel(), ARRAY_SIZE);
for (; nkernels < 100; ++nkernels)
{
Algorithm::Schedule(MakeAddArrayKernel(portal), ARRAY_SIZE);
std::this_thread::sleep_for(std::chrono::milliseconds(20));
}
Algorithm::Synchronize();
}
catch (vtkm::cont::ErrorExecution& error)
{
std::cout << "Got expected error: \"" << error.GetMessage() << "\" ";
if (nkernels < 100)
{
std::cout << "after " << nkernels << " invocations of other kernel" << std::endl;
}
else
{
std::cout << "only after explicit synchronization" << std::endl;
}
message = error.GetMessage();
}
std::cout << "\n";
VTKM_TEST_ASSERT(message == ERROR_MESSAGE, "Did not get expected error message.");
}
template <typename T, int N = 0>
struct TestCopy
{
};
template <typename T>
struct TestCopy<T>
{
static T get(vtkm::Id i) { return static_cast<T>(i); }
};
template <typename T, int N>
struct TestCopy<vtkm::Vec<T, N>>
{
static vtkm::Vec<T, N> get(vtkm::Id i)
{
vtkm::Vec<T, N> temp;
for (int j = 0; j < N; ++j)
{
temp[j] = static_cast<T>(OFFSET + (i % 50));
}
return temp;
}
};
template <typename T, typename U>
struct TestCopy<vtkm::Pair<T, U>>
{
static vtkm::Pair<T, U> get(vtkm::Id i)
{
return vtkm::make_Pair(TestCopy<T>::get(i), TestCopy<U>::get(i));
}
};
template <typename T>
static VTKM_CONT void TestCopyArrays()
{
#define COPY_ARRAY_SIZE 10000
std::vector<T> testData(COPY_ARRAY_SIZE);
std::default_random_engine generator(static_cast<unsigned int>(std::time(nullptr)));
vtkm::Id index = 0;
for (std::size_t i = 0; i < COPY_ARRAY_SIZE; ++i, ++index)
{
testData[i] = TestCopy<T>::get(index);
}
vtkm::cont::ArrayHandle<T> input = vtkm::cont::make_ArrayHandle(testData, vtkm::CopyFlag::Off);
//make a deep copy of input and place it into temp
{
vtkm::cont::ArrayHandle<T> temp;
temp.Allocate(COPY_ARRAY_SIZE * 2);
Algorithm::Copy(input, temp);
VTKM_TEST_ASSERT(temp.GetNumberOfValues() == COPY_ARRAY_SIZE, "Copy Needs to Resize Array");
const auto& portal = temp.ReadPortal();
std::uniform_int_distribution<vtkm::Id> distribution(0, COPY_ARRAY_SIZE - 1);
vtkm::Id numberOfSamples = COPY_ARRAY_SIZE / 50;
for (vtkm::Id i = 0; i < numberOfSamples; ++i)
{
vtkm::Id randomIndex = distribution(generator);
T value = portal.Get(randomIndex);
VTKM_TEST_ASSERT(value == testData[static_cast<size_t>(randomIndex)],
"Got bad value (Copy)");
}
}
//Verify copy of empty array works
{
vtkm::cont::ArrayHandle<T> tempIn;
vtkm::cont::ArrayHandle<T> tempOut;
tempOut.Allocate(COPY_ARRAY_SIZE);
Algorithm::Copy(tempIn, tempOut);
VTKM_TEST_ASSERT(tempIn.GetNumberOfValues() == tempOut.GetNumberOfValues(),
"Copy sized wrong");
// Actually allocate input array to 0 in case that makes a difference.
tempIn.Allocate(0);
tempOut.Allocate(COPY_ARRAY_SIZE);
Algorithm::Copy(tempIn, tempOut);
VTKM_TEST_ASSERT(tempIn.GetNumberOfValues() == tempOut.GetNumberOfValues(),
"Copy sized wrong");
}
//CopySubRange tests:
//1. Verify invalid input start position fails
{
vtkm::cont::ArrayHandle<T> output;
bool result = Algorithm::CopySubRange(input, COPY_ARRAY_SIZE * 4, 1, output);
VTKM_TEST_ASSERT(result == false, "CopySubRange when given bad input offset");
}
//2. Verify unallocated output gets allocated
{
vtkm::cont::ArrayHandle<T> output;
bool result = Algorithm::CopySubRange(input, 0, COPY_ARRAY_SIZE, output);
VTKM_TEST_ASSERT(result == true, "CopySubRange should succeed");
VTKM_TEST_ASSERT(output.GetNumberOfValues() == COPY_ARRAY_SIZE,
"CopySubRange needs to allocate output");
}
//3. Verify under allocated output gets resized properly
{
vtkm::cont::ArrayHandle<T> output;
output.Allocate(2);
bool result = Algorithm::CopySubRange(input, 0, COPY_ARRAY_SIZE, output);
VTKM_TEST_ASSERT(result == true, "CopySubRange should succeed");
VTKM_TEST_ASSERT(output.GetNumberOfValues() == COPY_ARRAY_SIZE,
"CopySubRange needs to re-allocate output");
}
//4. Verify invalid input length gets shortened
{
vtkm::cont::ArrayHandle<T> output;
bool result = Algorithm::CopySubRange(input, 100, COPY_ARRAY_SIZE, output);
VTKM_TEST_ASSERT(result == true, "CopySubRange needs to shorten input range");
VTKM_TEST_ASSERT(output.GetNumberOfValues() == (COPY_ARRAY_SIZE - 100),
"CopySubRange needs to shorten input range");
std::uniform_int_distribution<vtkm::Id> distribution(0, COPY_ARRAY_SIZE - 100 - 1);
vtkm::Id numberOfSamples = (COPY_ARRAY_SIZE - 100) / 100;
auto outputPortal = output.ReadPortal();
for (vtkm::Id i = 0; i < numberOfSamples; ++i)
{
vtkm::Id randomIndex = distribution(generator);
T value = outputPortal.Get(randomIndex);
VTKM_TEST_ASSERT(value == testData[static_cast<size_t>(randomIndex) + 100],
"Got bad value (CopySubRange 2)");
}
}
//5. Verify sub range copy works when copying into a larger output
{
vtkm::cont::ArrayHandle<T> output;
output.Allocate(COPY_ARRAY_SIZE * 2);
Algorithm::CopySubRange(input, 0, COPY_ARRAY_SIZE, output);
Algorithm::CopySubRange(input, 0, COPY_ARRAY_SIZE, output, COPY_ARRAY_SIZE);
VTKM_TEST_ASSERT(output.GetNumberOfValues() == (COPY_ARRAY_SIZE * 2),
"CopySubRange needs to not resize array");
std::uniform_int_distribution<vtkm::Id> distribution(0, COPY_ARRAY_SIZE - 1);
vtkm::Id numberOfSamples = COPY_ARRAY_SIZE / 50;
auto portal = output.ReadPortal();
for (vtkm::Id i = 0; i < numberOfSamples; ++i)
{
vtkm::Id randomIndex = distribution(generator);
T value = portal.Get(randomIndex);
VTKM_TEST_ASSERT(value == testData[static_cast<size_t>(randomIndex)],
"Got bad value (CopySubRange 5)");
value = portal.Get(COPY_ARRAY_SIZE + randomIndex);
VTKM_TEST_ASSERT(value == testData[static_cast<size_t>(randomIndex)],
"Got bad value (CopySubRange 5)");
}
}
//6. Verify that whey sub range needs to reallocate the output it
// properly copies the original data instead of clearing it
{
vtkm::cont::ArrayHandle<T> output;
output.Allocate(COPY_ARRAY_SIZE);
Algorithm::CopySubRange(input, 0, COPY_ARRAY_SIZE, output);
Algorithm::CopySubRange(input, 0, COPY_ARRAY_SIZE, output, COPY_ARRAY_SIZE);
VTKM_TEST_ASSERT(output.GetNumberOfValues() == (COPY_ARRAY_SIZE * 2),
"CopySubRange needs too resize Array");
std::uniform_int_distribution<vtkm::Id> distribution(0, COPY_ARRAY_SIZE - 1);
vtkm::Id numberOfSamples = COPY_ARRAY_SIZE / 50;
auto portal = output.ReadPortal();
for (vtkm::Id i = 0; i < numberOfSamples; ++i)
{
vtkm::Id randomIndex = distribution(generator);
T value = portal.Get(randomIndex);
VTKM_TEST_ASSERT(value == testData[static_cast<size_t>(randomIndex)],
"Got bad value (CopySubRange 6)");
value = portal.Get(COPY_ARRAY_SIZE + randomIndex);
VTKM_TEST_ASSERT(value == testData[static_cast<size_t>(randomIndex)],
"Got bad value (CopySubRange 6)");
}
}
// 7. Test that overlapping ranges trigger a failure:
// 7.1 output starts inside input range:
{
const vtkm::Id inBegin = 100;
const vtkm::Id inEnd = 200;
const vtkm::Id outBegin = 150;
const vtkm::Id numVals = inEnd - inBegin;
bool result = Algorithm::CopySubRange(input, inBegin, numVals, input, outBegin);
VTKM_TEST_ASSERT(result == false, "Overlapping subrange did not fail.");
}
// 7.2 input starts inside output range
{
const vtkm::Id inBegin = 100;
const vtkm::Id inEnd = 200;
const vtkm::Id outBegin = 50;
const vtkm::Id numVals = inEnd - inBegin;
bool result = Algorithm::CopySubRange(input, inBegin, numVals, input, outBegin);
VTKM_TEST_ASSERT(result == false, "Overlapping subrange did not fail.");
}
{
vtkm::cont::ArrayHandle<T> output;
//7. Verify negative input index returns false
bool result = Algorithm::CopySubRange(input, -1, COPY_ARRAY_SIZE, output);
VTKM_TEST_ASSERT(result == false, "CopySubRange negative index should fail");
//8. Verify negative input numberOfElementsToCopy returns false
result = Algorithm::CopySubRange(input, 0, -COPY_ARRAY_SIZE, output);
VTKM_TEST_ASSERT(result == false, "CopySubRange negative number elements should fail");
//9. Verify negative output index return false
result = Algorithm::CopySubRange(input, 0, COPY_ARRAY_SIZE, output, -2);
VTKM_TEST_ASSERT(result == false, "CopySubRange negative output index should fail");
}
#undef COPY_ARRAY_SIZE
}
static VTKM_CONT void TestCopyArraysMany()
{
std::cout << "-------------------------------------------------" << std::endl;
std::cout << "Testing Copy to same array type" << std::endl;
TestCopyArrays<vtkm::Vec3f_32>();
TestCopyArrays<vtkm::Vec4ui_8>();
//
TestCopyArrays<vtkm::Pair<vtkm::Id, vtkm::Float32>>();
TestCopyArrays<vtkm::Pair<vtkm::Id, vtkm::Vec3f_32>>();
//
TestCopyArrays<vtkm::Float32>();
TestCopyArrays<vtkm::Float64>();
//
TestCopyArrays<vtkm::Int32>();
TestCopyArrays<vtkm::Int64>();
//
TestCopyArrays<vtkm::UInt8>();
TestCopyArrays<vtkm::UInt16>();
TestCopyArrays<vtkm::UInt32>();
TestCopyArrays<vtkm::UInt64>();
}
static VTKM_CONT void TestCopyArraysInDiffTypes()
{
std::cout << "-------------------------------------------------" << std::endl;
std::cout << "Testing Copy to a different array type" << std::endl;
std::vector<vtkm::Id> testData(ARRAY_SIZE);
for (std::size_t i = 0; i < ARRAY_SIZE; ++i)
{
testData[i] = static_cast<vtkm::Id>(OFFSET + (i % 50));
}
IdArrayHandle input = vtkm::cont::make_ArrayHandle<vtkm::Id>(testData, vtkm::CopyFlag::Off);
//make a deep copy of input and place it into temp
vtkm::cont::ArrayHandle<vtkm::Float64> temp;
Algorithm::Copy(input, temp);
std::vector<vtkm::Id>::const_iterator c = testData.begin();
auto portal = temp.ReadPortal();
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i, ++c)
{
vtkm::Float64 value = portal.Get(i);
VTKM_TEST_ASSERT(value == static_cast<vtkm::Float64>(*c), "Got bad value (Copy)");
}
}
static VTKM_CONT void TestAtomicArray()
{
//we can't use ARRAY_SIZE as that would cause a overflow
vtkm::Int32 SHORT_ARRAY_SIZE = 10000;
vtkm::Int32 atomicCount = 0;
for (vtkm::Int32 i = 0; i < SHORT_ARRAY_SIZE; i++)
{
atomicCount += i;
}
std::cout << "-------------------------------------------" << std::endl;
// To test the atomics, SHORT_ARRAY_SIZE number of threads will all increment
// a single atomic value.
std::cout << "Testing Atomic Add with vtkm::Int32" << std::endl;
{
vtkm::cont::ArrayHandle<vtkm::Int32> atomicElement =
vtkm::cont::make_ArrayHandle<vtkm::Int32>({ 0 });
vtkm::cont::AtomicArray<vtkm::Int32> atomic(atomicElement);
{
vtkm::cont::Token token;
Algorithm::Schedule(AtomicKernel<vtkm::Int32>(atomic, token), SHORT_ARRAY_SIZE);
}
vtkm::Int32 expected = vtkm::Int32(atomicCount);
vtkm::Int32 actual = atomicElement.WritePortal().Get(0);
VTKM_TEST_ASSERT(expected == actual, "Did not get expected value: Atomic add Int32");
}
std::cout << "Testing Atomic Add with vtkm::Int64" << std::endl;
{
vtkm::cont::ArrayHandle<vtkm::Int64> atomicElement =
vtkm::cont::make_ArrayHandle<vtkm::Int64>({ 0 });
vtkm::cont::AtomicArray<vtkm::Int64> atomic(atomicElement);
{
vtkm::cont::Token token;
Algorithm::Schedule(AtomicKernel<vtkm::Int64>(atomic, token), SHORT_ARRAY_SIZE);
}
vtkm::Int64 expected = vtkm::Int64(atomicCount);
vtkm::Int64 actual = atomicElement.WritePortal().Get(0);
VTKM_TEST_ASSERT(expected == actual, "Did not get expected value: Atomic add Int64");
}
std::cout << "Testing Atomic CAS with vtkm::Int32" << std::endl;
{
vtkm::cont::ArrayHandle<vtkm::Int32> atomicElement =
vtkm::cont::make_ArrayHandle<vtkm::Int32>({ 0 });
vtkm::cont::AtomicArray<vtkm::Int32> atomic(atomicElement);
{
vtkm::cont::Token token;
Algorithm::Schedule(AtomicCASKernel<vtkm::Int32>(atomic, token), SHORT_ARRAY_SIZE);
}
vtkm::Int32 expected = vtkm::Int32(atomicCount);
vtkm::Int32 actual = atomicElement.WritePortal().Get(0);
VTKM_TEST_ASSERT(expected == actual, "Did not get expected value: Atomic CAS Int32");
}
std::cout << "Testing Atomic CAS with vtkm::Int64" << std::endl;
{
vtkm::cont::ArrayHandle<vtkm::Int64> atomicElement =
vtkm::cont::make_ArrayHandle<vtkm::Int64>({ 0 });
vtkm::cont::AtomicArray<vtkm::Int64> atomic(atomicElement);
{
vtkm::cont::Token token;
Algorithm::Schedule(AtomicCASKernel<vtkm::Int64>(atomic, token), SHORT_ARRAY_SIZE);
}
vtkm::Int64 expected = vtkm::Int64(atomicCount);
vtkm::Int64 actual = atomicElement.WritePortal().Get(0);
VTKM_TEST_ASSERT(expected == actual, "Did not get expected value: Atomic CAS Int64");
}
}
static VTKM_CONT void TestBitFieldToUnorderedSet()
{
using IndexArray = vtkm::cont::ArrayHandle<vtkm::Id>;
using WordType = WordTypeDefault;
// Test that everything works correctly with a partial word at the end.
static constexpr vtkm::Id BitsPerWord = static_cast<vtkm::Id>(sizeof(WordType) * CHAR_BIT);
// +5 to get a partial word:
static constexpr vtkm::Id NumBits = 1024 * BitsPerWord + 5;
static constexpr vtkm::Id NumWords = (NumBits + BitsPerWord - 1) / BitsPerWord;
auto testIndexArray = [](const BitField& bits) {
const vtkm::Id numBits = bits.GetNumberOfBits();
IndexArray indices;
Algorithm::BitFieldToUnorderedSet(bits, indices);
Algorithm::Sort(indices);
auto bitPortal = bits.ReadPortal();
auto indexPortal = indices.ReadPortal();
const vtkm::Id numIndices = indices.GetNumberOfValues();
vtkm::Id curIndex = 0;
for (vtkm::Id curBit = 0; curBit < numBits; ++curBit)
{
const bool markedSet = curIndex < numIndices ? indexPortal.Get(curIndex) == curBit : false;
const bool isSet = bitPortal.GetBit(curBit);
// std::cout << "curBit: " << curBit
// << " activeIndex: "
// << (curIndex < numIndices ? indexPortal.Get(curIndex) : -1)
// << " isSet: " << isSet << " markedSet: " << markedSet << "\n";
VTKM_TEST_ASSERT(
markedSet == isSet, "Bit ", curBit, " is set? ", isSet, " Marked set? ", markedSet);
if (markedSet)
{
curIndex++;
}
}
VTKM_TEST_ASSERT(curIndex == indices.GetNumberOfValues(), "Index array has extra values.");
};
auto testRepeatedMask = [&](WordType mask) {
std::cout << "Testing BitFieldToUnorderedSet with repeated 32-bit word 0x" << std::hex << mask
<< std::dec << std::endl;
BitField bits;
{
bits.Allocate(NumBits);
auto fillPortal = bits.WritePortal();
for (vtkm::Id i = 0; i < NumWords; ++i)
{
fillPortal.SetWord(i, mask);
}
}
testIndexArray(bits);
};
auto testRandomMask = [&](WordType seed) {
std::cout << "Testing BitFieldToUnorderedSet with random sequence seeded with 0x" << std::hex
<< seed << std::dec << std::endl;
std::mt19937 mt{ seed };
std::uniform_int_distribution<std::mt19937::result_type> rng;
BitField bits;
{
bits.Allocate(NumBits);
auto fillPortal = bits.WritePortal();
for (vtkm::Id i = 0; i < NumWords; ++i)
{
fillPortal.SetWord(i, static_cast<WordType>(rng(mt)));
}
}
testIndexArray(bits);
};
testRepeatedMask(0x00000000);
testRepeatedMask(0xeeeeeeee);
testRepeatedMask(0xffffffff);
testRepeatedMask(0x1c0fd395);
testRepeatedMask(0xdeadbeef);
testRandomMask(0x00000000);
testRandomMask(0xeeeeeeee);
testRandomMask(0xffffffff);
testRandomMask(0x1c0fd395);
testRandomMask(0xdeadbeef);
// This case was causing issues on CUDA:
{
BitField bits;
Algorithm::Fill(bits, false, 32 * 32);
auto portal = bits.WritePortal();
portal.SetWord(2, 0x00100000ul);
portal.SetWord(8, 0x00100010ul);
portal.SetWord(11, 0x10000000ul);
testIndexArray(bits);
}
}
static VTKM_CONT void TestCountSetBits()
{
using WordType = WordTypeDefault;
// Test that everything works correctly with a partial word at the end.
static constexpr vtkm::Id BitsPerWord = static_cast<vtkm::Id>(sizeof(WordType) * CHAR_BIT);
// +5 to get a partial word:
static constexpr vtkm::Id NumFullWords = 1024;
static constexpr vtkm::Id NumBits = NumFullWords * BitsPerWord + 5;
static constexpr vtkm::Id NumWords = (NumBits + BitsPerWord - 1) / BitsPerWord;
auto verifyPopCount = [](const BitField& bits) {
vtkm::Id refPopCount = 0;
const vtkm::Id numBits = bits.GetNumberOfBits();
auto portal = bits.ReadPortal();
for (vtkm::Id idx = 0; idx < numBits; ++idx)
{
if (portal.GetBit(idx))
{
++refPopCount;
}
}
const vtkm::Id popCount = Algorithm::CountSetBits(bits);
VTKM_TEST_ASSERT(
refPopCount == popCount, "CountSetBits returned ", popCount, ", expected ", refPopCount);
};
auto testRepeatedMask = [&](WordType mask) {
std::cout << "Testing CountSetBits with repeated word 0x" << std::hex << mask << std::dec
<< std::endl;
BitField bits;
{
bits.Allocate(NumBits);
auto fillPortal = bits.WritePortal();
for (vtkm::Id i = 0; i < NumWords; ++i)
{
fillPortal.SetWord(i, mask);
}
}
verifyPopCount(bits);
};
auto testRandomMask = [&](WordType seed) {
std::cout << "Testing CountSetBits with random sequence seeded with 0x" << std::hex << seed
<< std::dec << std::endl;
std::mt19937 mt{ seed };
std::uniform_int_distribution<std::mt19937::result_type> rng;
BitField bits;
{
bits.Allocate(NumBits);
auto fillPortal = bits.WritePortal();
for (vtkm::Id i = 0; i < NumWords; ++i)
{
fillPortal.SetWord(i, static_cast<WordType>(rng(mt)));
}
}
verifyPopCount(bits);
};
testRepeatedMask(0x00000000);
testRepeatedMask(0xeeeeeeee);
testRepeatedMask(0xffffffff);
testRepeatedMask(0x1c0fd395);
testRepeatedMask(0xdeadbeef);
testRandomMask(0x00000000);
testRandomMask(0xeeeeeeee);
testRandomMask(0xffffffff);
testRandomMask(0x1c0fd395);
testRandomMask(0xdeadbeef);
// This case was causing issues on CUDA:
{
BitField bits;
Algorithm::Fill(bits, false, 32 * 32);
auto portal = bits.WritePortal();
portal.SetWord(2, 0x00100000ul);
portal.SetWord(8, 0x00100010ul);
portal.SetWord(11, 0x10000000ul);
verifyPopCount(bits);
}
}
template <typename WordType>
static VTKM_CONT void TestFillBitFieldMask(WordType mask)
{
std::cout << "Testing Fill with " << (sizeof(WordType) * CHAR_BIT) << " bit mask: " << std::hex
<< vtkm::UInt64{ mask } << std::dec << std::endl;
// Test that everything works correctly with a partial word at the end.
static constexpr vtkm::Id BitsPerWord = static_cast<vtkm::Id>(sizeof(WordType) * CHAR_BIT);
// +5 to get a partial word:
static constexpr vtkm::Id NumFullWords = 1024;
static constexpr vtkm::Id NumBits = NumFullWords * BitsPerWord + 5;
static constexpr vtkm::Id NumWords = (NumBits + BitsPerWord - 1) / BitsPerWord;
vtkm::cont::BitField bits;
{
Algorithm::Fill(bits, mask, NumBits);
vtkm::Id numBits = bits.GetNumberOfBits();
VTKM_TEST_ASSERT(numBits == NumBits, "Unexpected number of bits.");
vtkm::Id numWords = bits.GetNumberOfWords<WordType>();
VTKM_TEST_ASSERT(numWords == NumWords, "Unexpected number of words.");
auto portal = bits.ReadPortal();
for (vtkm::Id wordIdx = 0; wordIdx < NumWords; ++wordIdx)
{
VTKM_TEST_ASSERT(portal.GetWord<WordType>(wordIdx) == mask,
"Incorrect word in result BitField; expected 0x",
std::hex,
vtkm::UInt64{ mask },
", got 0x",
vtkm::UInt64{ portal.GetWord<WordType>(wordIdx) },
std::dec,
" for word ",
wordIdx,
"/",
NumWords);
}
}
// Now fill the BitField with the reversed mask to test the no-alloc
// overload:
{
WordType invWord = static_cast<WordType>(~mask);
Algorithm::Fill(bits, invWord);
vtkm::Id numBits = bits.GetNumberOfBits();
VTKM_TEST_ASSERT(numBits == NumBits, "Unexpected number of bits.");
vtkm::Id numWords = bits.GetNumberOfWords<WordType>();
VTKM_TEST_ASSERT(numWords == NumWords, "Unexpected number of words.");
auto portal = bits.ReadPortal();
for (vtkm::Id wordIdx = 0; wordIdx < NumWords; ++wordIdx)
{
VTKM_TEST_ASSERT(portal.GetWord<WordType>(wordIdx) == invWord,
"Incorrect word in result BitField; expected 0x",
std::hex,
vtkm::UInt64{ invWord },
", got 0x",
vtkm::UInt64{ portal.GetWord<WordType>(wordIdx) },
std::dec,
" for word ",
wordIdx,
"/",
NumWords);
}
}
}
static VTKM_CONT void TestFillBitFieldBool(bool value)
{
std::cout << "Testing Fill with bool: " << value << std::endl;
// Test that everything works correctly with a partial word at the end.
// +5 to get a partial word:
static constexpr vtkm::Id NumBits = 1024 * 32 + 5;
vtkm::cont::BitField bits;
{
Algorithm::Fill(bits, value, NumBits);
vtkm::Id numBits = bits.GetNumberOfBits();
VTKM_TEST_ASSERT(numBits == NumBits, "Unexpected number of bits.");
auto portal = bits.ReadPortal();
for (vtkm::Id bitIdx = 0; bitIdx < NumBits; ++bitIdx)
{
VTKM_TEST_ASSERT(portal.GetBit(bitIdx) == value, "Incorrect bit in result BitField.");
}
}
// Now fill the BitField with the reversed mask to test the no-alloc
// overload:
{
Algorithm::Fill(bits, !value);
vtkm::Id numBits = bits.GetNumberOfBits();
VTKM_TEST_ASSERT(numBits == NumBits, "Unexpected number of bits.");
auto portal = bits.ReadPortal();
for (vtkm::Id bitIdx = 0; bitIdx < NumBits; ++bitIdx)
{
VTKM_TEST_ASSERT(portal.GetBit(bitIdx) == !value, "Incorrect bit in result BitField.");
}
}
}
static VTKM_CONT void TestFillBitField()
{
TestFillBitFieldBool(true);
TestFillBitFieldBool(false);
TestFillBitFieldMask<vtkm::UInt8>(vtkm::UInt8{ 0 });
TestFillBitFieldMask<vtkm::UInt8>(static_cast<vtkm::UInt8>(~vtkm::UInt8{ 0 }));
TestFillBitFieldMask<vtkm::UInt8>(vtkm::UInt8{ 0xab });
TestFillBitFieldMask<vtkm::UInt8>(vtkm::UInt8{ 0x4f });
TestFillBitFieldMask<vtkm::UInt16>(vtkm::UInt16{ 0 });
TestFillBitFieldMask<vtkm::UInt16>(static_cast<vtkm::UInt16>(~vtkm::UInt16{ 0 }));
TestFillBitFieldMask<vtkm::UInt16>(vtkm::UInt16{ 0xfade });
TestFillBitFieldMask<vtkm::UInt16>(vtkm::UInt16{ 0xbeef });
TestFillBitFieldMask<vtkm::UInt32>(vtkm::UInt32{ 0 });
TestFillBitFieldMask<vtkm::UInt32>(static_cast<vtkm::UInt32>(~vtkm::UInt32{ 0 }));
TestFillBitFieldMask<vtkm::UInt32>(vtkm::UInt32{ 0xfacecafe });
TestFillBitFieldMask<vtkm::UInt32>(vtkm::UInt32{ 0xbaddecaf });
TestFillBitFieldMask<vtkm::UInt64>(vtkm::UInt64{ 0 });
TestFillBitFieldMask<vtkm::UInt64>(static_cast<vtkm::UInt64>(~vtkm::UInt64{ 0 }));
TestFillBitFieldMask<vtkm::UInt64>(vtkm::UInt64{ 0xbaddefacedfacade });
TestFillBitFieldMask<vtkm::UInt64>(vtkm::UInt64{ 0xfeeddeadbeef2dad });
}
static VTKM_CONT void TestFillArrayHandle()
{
vtkm::cont::ArrayHandle<vtkm::Int32> handle;
Algorithm::Fill(handle, 867, ARRAY_SIZE);
{
auto portal = handle.ReadPortal();
VTKM_TEST_ASSERT(portal.GetNumberOfValues() == ARRAY_SIZE);
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
VTKM_TEST_ASSERT(portal.Get(i) == 867);
}
}
Algorithm::Fill(handle, 5309);
{
auto portal = handle.ReadPortal();
VTKM_TEST_ASSERT(portal.GetNumberOfValues() == ARRAY_SIZE);
for (vtkm::Id i = 0; i < ARRAY_SIZE; ++i)
{
VTKM_TEST_ASSERT(portal.Get(i) == 5309);
}
}
}
struct TestAll
{
VTKM_CONT void operator()() const
{
std::cout << "Doing DeviceAdapter tests" << std::endl;
TestMemoryTransfer();
TestOutOfMemory();
TestTimer();
TestAlgorithmSchedule();
TestErrorExecution();
TestReduce();
TestReduceWithComparisonObject();
TestReduceWithFancyArrays();
TestReduceByKey();
TestReduceByKeyWithFancyArrays();
TestScanExclusive();
TestScanExtended();
TestScanInclusive();
TestScanInclusiveWithComparisonObject();
TestScanInclusiveByKeyOne();
TestScanInclusiveByKeyTwo();
TestScanInclusiveByKeyLarge();
TestScanInclusiveByKey();
TestScanInclusiveByKeyInPlace();
TestScanInclusiveByKeyInPlaceWithFancyArray();
TestScanExclusiveByKeyOne();
TestScanExclusiveByKeyTwo();
TestScanExclusiveByKeyLarge();
TestScanExclusiveByKey();
TestScanExclusiveByKeyInPlace();
TestScanExclusiveByKeyInPlaceWithFancyArray();
TestSort();
TestSortWithComparisonObject();
TestSortWithFancyArrays();
TestSortByKey();
TestLowerBoundsWithComparisonObject();
TestUpperBoundsWithComparisonObject();
TestUniqueWithComparisonObject();
TestOrderedUniqueValues(); //tests Copy, LowerBounds, Sort, Unique
TestCopyIf();
TestCopyArraysMany();
TestCopyArraysInDiffTypes();
TestAtomicArray();
TestBitFieldToUnorderedSet();
TestCountSetBits();
TestFillBitField();
TestFillArrayHandle();
}
};
public:
/// Run a suite of tests to check to see if a DeviceAdapter properly supports
/// all members and classes required for driving vtkm algorithms. Returns an
/// error code that can be returned from the main function of a test.
///
static VTKM_CONT int Run(int argc, char* argv[])
{
return vtkm::cont::testing::Testing::Run(TestAll(), argc, argv);
}
};
#undef ERROR_MESSAGE
#undef ARRAY_SIZE
#undef OFFSET
#undef DIM
}
}
} // namespace vtkm::cont::testing
#endif //vtk_m_cont_testing_TestingDeviceAdapter_h