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/*=========================================================================
*
* Copyright UMC Utrecht and contributors
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0.txt
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*
*=========================================================================*/
#ifndef elxCoreMainGTestUtilities_h
#define elxCoreMainGTestUtilities_h
#include <elxBaseComponent.h> // For elx.
#include <elxParameterObject.h>
#include <elxConversion.h>
#include <itkDeref.h>
#include <itkImage.h>
#include <itkImageBase.h>
#include <itkImageBufferRange.h>
#include <itkImageRegionRange.h>
#include <itkIndex.h>
#include <itkSize.h>
#include <algorithm> // For fill and transform.
#include <array>
#include <cmath> // For round.
#include <initializer_list>
#include <iterator> // For begin and end.
#include <map>
#include <numeric> // For iota.
#include <random>
#include <string>
#include <type_traits> // For is_pointer, is_same, and integral_constant.
#include <vector>
// GoogleTest header file:
#include <gtest/gtest.h>
namespace elastix
{
namespace CoreMainGTestUtilities
{
/// Eases passing a type as argument to a generic lambda.
template <typename TNested>
struct TypeHolder
{
using Type = TNested;
};
/// Simple exception class, to be used by unit tests.
class Exception : public std::exception
{
const char * m_message = "";
public:
explicit Exception(const char * const message)
: m_message(message)
{}
const char *
what() const noexcept override
{
return m_message;
}
};
/// Expect the specified condition to be false, and throw an exception if it is true.
#define ELX_GTEST_EXPECT_FALSE_AND_THROW_EXCEPTION_IF(condition) \
if (condition) \
{ \
EXPECT_FALSE(true) << "Expected to be false: " #condition; \
throw ::elastix::CoreMainGTestUtilities::Exception("Exception thrown because " #condition); \
} \
static_assert(true, "Expect a semi-colon ';' at the end of a macro call")
template <typename TSmartPointer>
decltype(auto)
DerefSmartPointer(const TSmartPointer & ptr)
{
static_assert(!std::is_pointer_v<TSmartPointer>, "For raw pointers, use itk::Deref instead!");
if (ptr == nullptr)
{
throw Exception("DerefSmartPointer error: the (smart) pointer should not be null!");
}
return *ptr;
}
/// Returns a reference to the front of the specified container. Throws an
/// `Exception` instead, when the container is empty.
template <typename T>
decltype(T().front())
Front(T & container)
{
if (container.empty())
{
throw Exception("Front error: the container should be non-empty!");
}
return container.front();
}
template <typename T>
itk::SmartPointer<T>
CheckNew()
{
static_assert(std::is_same<decltype(T::New()), itk::SmartPointer<T>>{},
"T::New() must return an itk::SmartPointer<T>!");
const auto ptr = T::New();
if (ptr == nullptr)
{
throw Exception("New() error: should not return null!");
}
return ptr;
}
/// Fills the specified image region with pixel values 1.
template <typename TPixel, unsigned int VImageDimension>
void
FillImageRegion(itk::Image<TPixel, VImageDimension> & image,
const itk::Index<VImageDimension> & regionIndex,
const itk::Size<VImageDimension> & regionSize)
{
const itk::ImageRegionRange<itk::Image<TPixel, VImageDimension>> imageRegionRange{
image, itk::ImageRegion<VImageDimension>{ regionIndex, regionSize }
};
std::fill(std::begin(imageRegionRange), std::end(imageRegionRange), 1);
}
// Converts the specified strings to a vector of double.
// Assumes that each string represents a floating point number.
inline std::vector<double>
ConvertStringsToVectorOfDouble(const std::vector<std::string> & strings)
{
std::vector<double> vectorOfDouble(strings.size());
std::transform(strings.cbegin(), strings.cend(), vectorOfDouble.begin(), [](const std::string & str) {
std::size_t index{};
const auto result = std::stod(str, &index);
// Test that all characters have been processed, by std::stod.
EXPECT_EQ(index, str.size());
return result;
});
return vectorOfDouble;
}
// Converts the specified vector of double to itk::Offset, by rounding each element.
template <std::size_t VDimension>
itk::Offset<VDimension>
ConvertToOffset(const std::vector<double> & doubles)
{
ELX_GTEST_EXPECT_FALSE_AND_THROW_EXCEPTION_IF(doubles.size() != VDimension);
itk::Offset<VDimension> result;
std::size_t i{};
for (const double value : doubles)
{
const auto roundedValue = std::round(value);
EXPECT_GE(roundedValue, std::numeric_limits<itk::OffsetValueType>::min());
EXPECT_LE(roundedValue, std::numeric_limits<itk::OffsetValueType>::max());
result[i] = static_cast<itk::OffsetValueType>(roundedValue);
++i;
}
return result;
}
std::map<std::string, std::vector<std::string>> inline CreateParameterMap(
std::initializer_list<std::pair<std::string, std::vector<std::string>>> initializerList)
{
std::map<std::string, std::vector<std::string>> result;
for (const auto & pair : initializerList)
{
EXPECT_TRUE(result.insert(pair).second);
}
return result;
}
std::map<std::string, std::vector<std::string>> inline CreateParameterMap(
std::initializer_list<std::pair<std::string, std::string>> initializerList)
{
std::map<std::string, std::vector<std::string>> result;
for (const auto & pair : initializerList)
{
EXPECT_TRUE(result.insert({ pair.first, { pair.second } }).second);
}
return result;
}
template <unsigned VImageDimension>
std::map<std::string, std::vector<std::string>>
CreateParameterMap(std::initializer_list<std::pair<std::string, std::string>> initializerList)
{
std::map<std::string, std::vector<std::string>> result = CreateParameterMap(initializerList);
for (const auto & key : { "FixedImageDimension", "MovingImageDimension" })
{
EXPECT_TRUE(result.insert({ key, { std::to_string(VImageDimension) } }).second);
}
return result;
}
ParameterObject::Pointer inline CreateParameterObject(
std::initializer_list<std::pair<std::string, std::string>> initializerList)
{
const auto parameterObject = ParameterObject::New();
parameterObject->SetParameterMap(CreateParameterMap(initializerList));
return parameterObject;
}
ParameterObject::Pointer inline CreateParameterObject(const ParameterObject::ParameterMapType & parameterMap)
{
const auto parameterObject = ParameterObject::New();
parameterObject->SetParameterMap(parameterMap);
return parameterObject;
}
inline std::vector<double>
GetTransformParametersFromMaps(const std::vector<ParameterObject::ParameterMapType> & transformParameterMaps)
{
// For the time being, only support a single parameter map here.
EXPECT_EQ(transformParameterMaps.size(), 1);
if (transformParameterMaps.empty())
{
throw Exception("Error: GetTransformParametersFromMaps should not return an empty ParameterMap!");
}
const auto & transformParameterMap = transformParameterMaps.front();
const auto found = transformParameterMap.find("TransformParameters");
if (found == transformParameterMap.cend())
{
throw Exception("Error: GetTransformParametersFromMaps did not find TransformParameters!");
}
return ConvertStringsToVectorOfDouble(found->second);
}
template <typename TFilter>
std::vector<double>
GetTransformParametersFromFilter(TFilter & filter)
{
const auto transformParameterObject = filter.GetTransformParameterObject();
const auto & transformParameterMaps = itk::Deref(transformParameterObject).GetParameterMaps();
return GetTransformParametersFromMaps(transformParameterMaps);
}
// ITK's RecursiveSeparableImageFilter "requires a minimum of four pixels along the dimension to be processed", at
// https://github.com/InsightSoftwareConsortium/ITK/blob/v5.3.0/Modules/Filtering/ImageFilterBase/include/itkRecursiveSeparableImageFilter.hxx#L226
constexpr itk::SizeValueType minimumImageSizeValue{ 4 };
// The image domain. ITK calls it the "geometry" of an image. ("The geometry of an image is defined by its position,
// orientation, spacing, and extent", according to https://itk.org/Doxygen52/html/classitk_1_1ImageBase.html#details).
// The elastix manual (elastix-5.1.0-manual.pdf, January 16, 2023) simply calls it "the
// Size/Spacing/Origin/Index/Direction settings".
template <unsigned int VDimension>
struct ImageDomain
{
using ImageBaseType = itk::ImageBase<VDimension>;
using DirectionType = typename ImageBaseType::DirectionType;
using IndexType = typename ImageBaseType::IndexType;
using SizeType = typename ImageBaseType::SizeType;
using SpacingType = typename ImageBaseType::SpacingType;
using PointType = typename ImageBaseType::PointType;
DirectionType direction{ DirectionType::GetIdentity() };
IndexType index{};
SizeType size{};
SpacingType spacing{ itk::MakeFilled<SpacingType>(1.0) };
PointType origin{};
// Default-constructor
ImageDomain() = default;
// Explicit constructor
explicit ImageDomain(const SizeType & initialSize)
: size(initialSize)
{}
explicit ImageDomain(const ImageBaseType & image)
: direction(image.GetDirection())
, index(image.GetLargestPossibleRegion().GetIndex())
, size(image.GetLargestPossibleRegion().GetSize())
, spacing(image.GetSpacing())
, origin(image.GetOrigin())
{}
// Constructor, allowing to explicitly specify all the settings of the domain.
ImageDomain(const DirectionType & initialDirection,
const IndexType & initialIndex,
const SizeType & initialSize,
const SpacingType & initialSpacing,
const PointType & initialOrigin)
: direction(initialDirection)
, index(initialIndex)
, size(initialSize)
, spacing(initialSpacing)
, origin(initialOrigin)
{}
// Puts the domain settings into the specified image.
void
ToImage(itk::ImageBase<VDimension> & image) const
{
image.SetDirection(direction);
image.SetRegions({ index, size });
image.SetSpacing(spacing);
image.SetOrigin(origin);
}
// Returns the data of this image domain as an elastix/transformix parameter map.
ParameterObject::ParameterMapType
AsParameterMap() const
{
return {
// Parameters in alphabetic order:
{ "Direction", elx::Conversion::ToVectorOfStrings(direction) },
{ "Index", elx::Conversion::ToVectorOfStrings(index) },
{ "Origin", elx::Conversion::ToVectorOfStrings(origin) },
{ "Size", elx::Conversion::ToVectorOfStrings(size) },
{ "Spacing", elx::Conversion::ToVectorOfStrings(spacing) },
};
}
friend bool
operator==(const ImageDomain & lhs, const ImageDomain & rhs)
{
return lhs.direction == rhs.direction && lhs.index == rhs.index && lhs.size == rhs.size &&
lhs.spacing == rhs.spacing && lhs.origin == rhs.origin;
}
friend bool
operator!=(const ImageDomain & lhs, const ImageDomain & rhs)
{
return !(lhs == rhs);
}
};
template <typename TRandomNumberEngine>
int
GenerateRandomSign(TRandomNumberEngine & randomNumberEngine)
{
return (randomNumberEngine() % 2 == 0) ? -1 : 1;
}
template <unsigned int VImageDimension>
auto
CreateRandomImageDomain(std::mt19937 & randomNumberEngine)
{
using ImageDomainType = ImageDomain<VImageDimension>;
const auto createRandomDirection = [&randomNumberEngine] {
using DirectionType = typename ImageDomainType::DirectionType;
auto randomDirection = DirectionType::GetIdentity();
// For now, just a single random rotation
const auto randomRotation = std::uniform_real_distribution<>{ -M_PI, M_PI }(randomNumberEngine);
const auto cosRandomRotation = std::cos(randomRotation);
const auto sinRandomRotation = std::sin(randomRotation);
randomDirection[0][0] = cosRandomRotation;
randomDirection[0][1] = sinRandomRotation;
randomDirection[1][0] = -sinRandomRotation;
randomDirection[1][1] = cosRandomRotation;
return randomDirection;
};
const auto createRandomIndex = [&randomNumberEngine] {
typename ImageDomainType::IndexType randomIndex{};
// Originally tried `std::uniform_int_distribution<itk::IndexValueType>` with
// `std::numeric_limits<itk::IndexValueType>`, but that caused errors from ImageSamplerBase::CropInputImageRegion(),
// saying "ERROR: the bounding box of the mask lies entirely out of the InputImageRegion!"
std::generate(randomIndex.begin(), randomIndex.end(), [&randomNumberEngine] {
return std::uniform_int_distribution{ std::numeric_limits<int>::min() / 2,
std::numeric_limits<int>::max() / 2 }(randomNumberEngine);
});
return randomIndex;
};
const auto createRandomSmallImageSize = [&randomNumberEngine] {
typename ImageDomainType::SizeType randomImageSize{};
std::generate(randomImageSize.begin(), randomImageSize.end(), [&randomNumberEngine] {
return std::uniform_int_distribution<itk::SizeValueType>{ minimumImageSizeValue,
2 * minimumImageSizeValue }(randomNumberEngine);
});
return randomImageSize;
};
const auto createRandomSpacing = [&randomNumberEngine] {
typename ImageDomainType::SpacingType randomSpacing{};
std::generate(randomSpacing.begin(), randomSpacing.end(), [&randomNumberEngine] {
// Originally tried the maximum interval from std::numeric_limits<itk::SpacePrecisionType>::min() to
// std::numeric_limits<itk::SpacePrecisionType>::max(), but that caused errors during inverse matrix computation.
return std::uniform_real_distribution<itk::SpacePrecisionType>{ 0.1, 10.0 }(randomNumberEngine);
});
return randomSpacing;
};
const auto createRandomPoint = [&randomNumberEngine] {
typename ImageDomainType::PointType randomPoint{};
std::generate(randomPoint.begin(), randomPoint.end(), [&randomNumberEngine] {
// Originally tried an interval up to `std::numeric_limits<itk::SpacePrecisionType>::max() / 2.0`, but that caused
// errors from ImageSamplerBase::CropInputImageRegion(), saying "ERROR: the bounding box of the mask lies entirely
// out of the InputImageRegion!"
return std::uniform_real_distribution<itk::SpacePrecisionType>{
std::numeric_limits<int>::min(), std::numeric_limits<int>::max()
}(randomNumberEngine);
});
return randomPoint;
};
return ImageDomainType{ createRandomDirection(),
createRandomIndex(),
createRandomSmallImageSize(),
createRandomSpacing(),
createRandomPoint() };
}
// Creates a test image, filled with zero.
template <typename TPixel, unsigned VImageDimension>
auto
CreateImage(const itk::Size<VImageDimension> & imageSize)
{
const auto image = itk::Image<TPixel, VImageDimension>::New();
image->SetRegions(imageSize);
image->AllocateInitialized();
return image;
}
// Creates a test image, filled with zero.
template <typename TPixel, unsigned VImageDimension>
auto
CreateImage(const ImageDomain<VImageDimension> & imageDomain)
{
const auto image = itk::Image<TPixel, VImageDimension>::New();
imageDomain.ToImage(*image);
image->AllocateInitialized();
return image;
}
// Creates a test image, filled with a sequence of natural numbers, 1, 2, 3, ..., N.
template <typename TPixel, unsigned VImageDimension>
auto
CreateImageFilledWithSequenceOfNaturalNumbers(const ImageDomain<VImageDimension> & imageDomain)
{
using ImageType = itk::Image<TPixel, VImageDimension>;
const auto image = ImageType::New();
imageDomain.ToImage(*image);
image->Allocate();
const itk::ImageBufferRange<ImageType> imageBufferRange{ *image };
std::iota(imageBufferRange.begin(), imageBufferRange.end(), TPixel{ 1 });
return image;
}
// Creates a test image, filled with a sequence of natural numbers, 1, 2, 3, ..., N.
template <typename TPixel, unsigned VImageDimension>
auto
CreateImageFilledWithSequenceOfNaturalNumbers(const itk::Size<VImageDimension> & imageSize)
{
return CreateImageFilledWithSequenceOfNaturalNumbers<TPixel>(ImageDomain<VImageDimension>{ imageSize });
}
std::string
GetDataDirectoryPath();
// Returns CMAKE_CURRENT_BINARY_DIR: the path to Core Main GTesting subdirectory of the elastix build tree (without
// trailing slash).
std::string
GetCurrentBinaryDirectoryPath();
// Returns the name of a test defined by `GTEST_TEST(TestSuiteName, TestName)` as "TestSuiteName_TestName_Test".
std::string
GetNameOfTest(const testing::Test &);
} // namespace CoreMainGTestUtilities
} // namespace elastix
#endif
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