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/*=========================================================================
*
* Copyright NumFOCUS
*
* 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
*
* https://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 itkListSample_h
#define itkListSample_h
#include "itkObjectFactory.h"
#include "itkFixedArray.h"
#include "itkSample.h"
#include <vector>
namespace itk
{
namespace Statistics
{
/** \class ListSample
* \brief This class is the native implementation of the a Sample with an STL container
*
* ListSample stores measurements in a list type structure (as opposed to a
* Histogram, etc.). ListSample allows duplicate measurements. ListSample is
* not sorted.
*
* ListSample does not allow the user to specify the frequency of
* a measurement directly. The GetFrequency() methods returns 1 if
* the measurement exists in the list, 0 otherwise.
*
* \sa Sample, Histogram
* \ingroup ITKStatistics
*
* \sphinx
* \sphinxexample{Numerics/Statistics/CreateListOfSampleMeasurements,Create List Of Sample Measurements}
* \endsphinx
*/
template <typename TMeasurementVector>
class ITK_TEMPLATE_EXPORT ListSample : public Sample<TMeasurementVector>
{
public:
ITK_DISALLOW_COPY_AND_MOVE(ListSample);
/** Standard class type alias. */
using Self = ListSample;
using Superclass = Sample<TMeasurementVector>;
using Pointer = SmartPointer<Self>;
using ConstPointer = SmartPointer<const Self>;
/** \see LightObject::GetNameOfClass() */
itkOverrideGetNameOfClassMacro(ListSample);
/** Method for creation through the object factory. */
itkNewMacro(Self);
/** Typedefs inherited from the superclass */
using typename Superclass::MeasurementVectorType;
using typename Superclass::MeasurementVectorSizeType;
using typename Superclass::MeasurementType;
using typename Superclass::AbsoluteFrequencyType;
using typename Superclass::TotalAbsoluteFrequencyType;
using typename Superclass::InstanceIdentifier;
/** Value type of a measurement (component of the measurement
* vector) */
using ValueType = MeasurementVectorType;
/** internal data container type */
using InternalDataContainerType = std::vector<MeasurementVectorType>;
/** Resize the container. Using Resize() and then SetMeasurementVector() is
* about nine times faster than using PushBack() continuously. Which means that
* whenever the total number of Measurement vectors is known, the users
* should prefer calling Resize() first and then set the values by calling
* SetMeasurementVector(). On the other hand, if the number of measurement
* vectors is not known from the beginning, then calling PushBack()
* sequentially is a convenient option. */
void
Resize(InstanceIdentifier newsize);
/** Removes all the elements in the Sample */
void
Clear();
/** Inserts a measurement at the end of the list */
void
PushBack(const MeasurementVectorType & mv);
/** Get the number of measurement vectors in the sample */
InstanceIdentifier
Size() const override;
/** Get the measurement associated with the specified
* InstanceIdentifier */
const MeasurementVectorType &
GetMeasurementVector(InstanceIdentifier instanceId) const override;
/** Set a component a measurement to a particular value. */
void
SetMeasurement(InstanceIdentifier instanceId, unsigned int dim, const MeasurementType & value);
/** Replace a measurement with a different measurement */
void
SetMeasurementVector(InstanceIdentifier instanceId, const MeasurementVectorType & mv);
/** Get the frequency of a measurement. Returns 1 if the measurement
* exist. */
AbsoluteFrequencyType
GetFrequency(InstanceIdentifier instanceId) const override;
/** Get the total frequency of the sample. This is equivalent to
* the size of the sample. */
TotalAbsoluteFrequencyType
GetTotalFrequency() const override;
/** Method to graft another sample */
void
Graft(const DataObject * thatObject) override;
/** \class ConstIterator
* \brief Const Iterator
* \ingroup ITKStatistics
*/
class ConstIterator
{
friend class ListSample;
public:
ConstIterator(const ListSample * sample) { *this = sample->Begin(); }
ConstIterator(const ConstIterator & iter)
{
m_Iter = iter.m_Iter;
m_InstanceIdentifier = iter.m_InstanceIdentifier;
}
ConstIterator() = delete;
ConstIterator &
operator=(const ConstIterator & iter)
{
m_Iter = iter.m_Iter;
m_InstanceIdentifier = iter.m_InstanceIdentifier;
return *this;
}
AbsoluteFrequencyType
GetFrequency() const
{
return 1;
}
const MeasurementVectorType &
GetMeasurementVector() const
{
return static_cast<const MeasurementVectorType &>(*m_Iter);
}
InstanceIdentifier
GetInstanceIdentifier() const
{
return m_InstanceIdentifier;
}
ConstIterator &
operator++()
{
++m_Iter;
++m_InstanceIdentifier;
return *this;
}
bool
operator==(const ConstIterator & it) const
{
return (m_Iter == it.m_Iter);
}
ITK_UNEQUAL_OPERATOR_MEMBER_FUNCTION(ConstIterator);
protected:
// This method should only be available to the ListSample class
ConstIterator(typename InternalDataContainerType::const_iterator iter, InstanceIdentifier iid)
{
m_Iter = iter;
m_InstanceIdentifier = iid;
}
private:
using InternalIterator = typename InternalDataContainerType::const_iterator;
InternalIterator m_Iter;
InstanceIdentifier m_InstanceIdentifier;
};
/** \class Iterator
* \brief Iterator
* \ingroup ITKStatistics
*/
class Iterator : public ConstIterator
{
friend class ListSample;
public:
Iterator() = delete;
Iterator(const Self * sample) = delete;
Iterator(typename InternalDataContainerType::const_iterator iter, InstanceIdentifier iid) = delete;
Iterator(const ConstIterator & it) = delete;
ConstIterator &
operator=(const ConstIterator & it) = delete;
Iterator(Self * sample)
: ConstIterator(sample)
{}
Iterator(const Iterator & iter)
: ConstIterator(iter)
{}
Iterator &
operator=(const Iterator & iter)
{
this->ConstIterator::operator=(iter);
return *this;
}
protected:
Iterator(typename InternalDataContainerType::iterator iter, InstanceIdentifier iid)
: ConstIterator(iter, iid)
{}
};
/** returns an iterator that points to the beginning of the container */
Iterator
Begin()
{
Iterator iter(m_InternalContainer.begin(), 0);
return iter;
}
/** returns an iterator that points to the end of the container */
Iterator
End()
{
Iterator iter(m_InternalContainer.end(), static_cast<InstanceIdentifier>(m_InternalContainer.size()));
return iter;
}
/** returns an iterator that points to the beginning of the container */
ConstIterator
Begin() const
{
ConstIterator iter(m_InternalContainer.begin(), 0);
return iter;
}
/** returns an iterator that points to the end of the container */
ConstIterator
End() const
{
ConstIterator iter(m_InternalContainer.end(), static_cast<InstanceIdentifier>(m_InternalContainer.size()));
return iter;
}
protected:
ListSample() = default;
~ListSample() override = default;
void
PrintSelf(std::ostream & os, Indent indent) const override;
private:
InternalDataContainerType m_InternalContainer{};
};
} // end of namespace Statistics
} // end of namespace itk
#ifndef ITK_MANUAL_INSTANTIATION
# include "itkListSample.hxx"
#endif
#endif
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