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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.
*
*=========================================================================*/
/*=========================================================================
*
* Portions of this file are subject to the VTK Toolkit Version 3 copyright.
*
* Copyright (c) Ken Martin, Will Schroeder, Bill Lorensen
*
* For complete copyright, license and disclaimer of warranty information
* please refer to the NOTICE file at the top of the ITK source tree.
*
*=========================================================================*/
#ifndef itkMultiThreaderBase_h
#define itkMultiThreaderBase_h
#include "itkObject.h"
#include "itkThreadSupport.h"
#include "itkObjectFactory.h"
#include "itkIntTypes.h"
#include "itkImageRegion.h"
#include "itkImageIORegion.h"
#include "itkSingletonMacro.h"
#include <atomic>
#include <functional>
#include <thread>
#include "itkProgressReporter.h"
namespace itk
{
/** \class MultiThreaderBaseEnums
*
* \brief enums for MultiThreaderBase
*
* \ingroup ITKCommon
*/
class MultiThreaderBaseEnums
{
public:
/** \class Threader
* \ingroup ITKCommon
* Currently supported types of multi-threader implementations.
* Last will change with additional implementations.
*/
enum class Threader : int8_t
{
Platform = 0,
First = Platform,
Pool,
TBB,
Last = TBB,
Unknown = -1
};
/** \class ThreadExitCode
* \ingroup ITKCommon
*/
enum class ThreadExitCode : uint8_t
{
SUCCESS,
ITK_EXCEPTION,
ITK_PROCESS_ABORTED_EXCEPTION,
STD_EXCEPTION,
UNKNOWN
};
};
// Define how to print enumeration
extern ITKCommon_EXPORT std::ostream &
operator<<(std::ostream & out, const MultiThreaderBaseEnums::Threader value);
extern ITKCommon_EXPORT std::ostream &
operator<<(std::ostream & out, const MultiThreaderBaseEnums::ThreadExitCode value);
/** \class MultiThreaderBase
* \brief A class for performing multithreaded execution
*
* Multithreaders are a class hierarchy that provides support for
* multithreaded execution by abstracting away platform-specific
* details. This class can be used to execute a single
* method on multiple threads or to parallelize an operation over a
* given image region or array.
*
* \ingroup OSSystemObjects
*
* \ingroup ITKCommon
*/
struct MultiThreaderBaseGlobals;
class ProcessObject;
class ITKCommon_EXPORT MultiThreaderBase : public Object
{
public:
ITK_DISALLOW_COPY_AND_MOVE(MultiThreaderBase);
/** Standard class type aliases. */
using Self = MultiThreaderBase;
using Superclass = Object;
using Pointer = SmartPointer<Self>;
using ConstPointer = SmartPointer<const Self>;
/** Method for creation through the object factory. */
static Pointer
New();
/** \see LightObject::GetNameOfClass() */
itkOverrideGetNameOfClassMacro(MultiThreaderBase);
/** Get/Set the number of threads to use. It will be clamped to the range
* [ 1, m_GlobalMaximumNumberOfThreads ], so the caller of this method should
* check that the requested number of threads was accepted. */
virtual void
SetMaximumNumberOfThreads(ThreadIdType numberOfThreads);
itkGetConstMacro(MaximumNumberOfThreads, ThreadIdType);
/** Get/Set the number of work units to create. It might be clamped to the range
* [ 1, SomeMaximumNumber ], so the caller of this method should
* check that the requested number of work units was accepted. */
virtual void
SetNumberOfWorkUnits(ThreadIdType numberOfWorkUnits);
itkGetConstMacro(NumberOfWorkUnits, ThreadIdType);
virtual void
SetUpdateProgress(bool updates);
itkGetConstMacro(UpdateProgress, bool);
/** Set/Get the maximum number of threads to use when multithreading. It
* will be clamped to the range [ 1, ITK_MAX_THREADS ] because several arrays
* are already statically allocated using the ITK_MAX_THREADS number.
* Therefore the caller of this method should check that the requested number
* of threads was accepted. */
static void
SetGlobalMaximumNumberOfThreads(ThreadIdType val);
static ThreadIdType
GetGlobalMaximumNumberOfThreads();
/** Set/Get whether to use the to use the thread pool
* implementation or the spawning implementation of
* starting threads.
*
* Deprecated: use Get/Set GlobalDefaultThreader. */
itkLegacyMacro(static void SetGlobalDefaultUseThreadPool(const bool GlobalDefaultUseThreadPool));
itkLegacyMacro(static bool GetGlobalDefaultUseThreadPool());
using ThreaderEnum = MultiThreaderBaseEnums::Threader;
#if !defined(ITK_LEGACY_REMOVE)
using ThreaderType = ThreaderEnum;
static constexpr ThreaderEnum Platform = ThreaderEnum::Platform;
static constexpr ThreaderEnum First = ThreaderEnum::First;
static constexpr ThreaderEnum Pool = ThreaderEnum::Pool;
static constexpr ThreaderEnum TBB = ThreaderEnum::TBB;
static constexpr ThreaderEnum Last = ThreaderEnum::Last;
static constexpr ThreaderEnum Unknown = ThreaderEnum::Unknown;
#endif
/** Convert a threader name into its enum type. */
static ThreaderEnum
ThreaderTypeFromString(std::string threaderString);
/** Convert a threader enum type into a string for displaying or logging. */
static std::string
ThreaderTypeToString(ThreaderEnum threader)
{
switch (threader)
{
case ThreaderEnum::Platform:
return "Platform";
case ThreaderEnum::Pool:
return "Pool";
case ThreaderEnum::TBB:
return "TBB";
case ThreaderEnum::Unknown:
default:
return "Unknown";
}
}
/** Set/Get whether the default multi-threader implementation.
*
* The default multi-threader type is picked up from ITK_GLOBAL_DEFAULT_THREADER
* environment variable. Example ITK_GLOBAL_DEFAULT_THREADER=TBB
* A deprecated ITK_USE_THREADPOOL environment variable is also examined,
* but it can only choose Pool or Platform multi-threader.
* Platform multi-threader should be avoided,
* as it introduces the biggest overhead.
*
* If the SetGlobalDefaultThreaderType API is ever used by the developer,
* the developer's choice is respected over the environment variables. */
static void
SetGlobalDefaultThreader(ThreaderEnum threaderType);
static ThreaderEnum
GetGlobalDefaultThreader();
/** Set/Get the value which is used to initialize the NumberOfThreads in the
* constructor. It will be clamped to the range [1, m_GlobalMaximumNumberOfThreads ].
* Therefore the caller of this method should check that the requested number
* of threads was accepted. */
static void
SetGlobalDefaultNumberOfThreads(ThreadIdType val);
static ThreadIdType
GetGlobalDefaultNumberOfThreads();
#if !defined(ITK_LEGACY_REMOVE)
/** Get/Set the number of threads to use.
* DEPRECATED! Use WorkUnits and MaximumNumberOfThreads instead. */
itkLegacyMacro(virtual void SetNumberOfThreads(ThreadIdType numberOfThreads))
{
this->SetMaximumNumberOfThreads(numberOfThreads);
this->SetNumberOfWorkUnits(this->GetMaximumNumberOfThreads()); // Might be clamped
}
itkLegacyMacro(virtual ThreadIdType GetNumberOfThreads()) { return this->GetNumberOfWorkUnits(); }
/** This is the structure that is passed to the thread that is
* created from the SingleMethodExecute. It is passed in as a void *,
* and it is up to the method to cast correctly and extract the information.
* The ThreadID is a number between 0 and NumberOfThreads-1 that
* indicates the id of this thread. The UserData is the
* (void *)arg passed into the SetSingleMethod.
*
* DEPRECATED! Use WorkUnitInfo instead. */
// clang-format off
ITK_GCC_PRAGMA_DIAG_PUSH()
ITK_GCC_PRAGMA_DIAG(ignored "-Wattributes")
INTEL_PRAGMA_WARN_PUSH
INTEL_SUPPRESS_warning_1292
// clang-format on
# ifdef ITK_LEGACY_SILENT
struct ThreadInfoStruct
# else
struct [[deprecated("Use WorkUnitInfo, ThreadInfoStruct is deprecated since ITK 5.0")]] ThreadInfoStruct
# endif
// clang-format off
INTEL_PRAGMA_WARN_POP
// clang-format on
{
ThreadIdType ThreadID;
ThreadIdType NumberOfThreads;
void * UserData;
ThreadFunctionType ThreadFunction;
enum
{
SUCCESS,
ITK_EXCEPTION,
ITK_PROCESS_ABORTED_EXCEPTION,
STD_EXCEPTION,
UNKNOWN
} ThreadExitCode;
};
// clang-format off
ITK_GCC_PRAGMA_DIAG_POP()
// clang-format on
#endif // ITK_LEGACY_REMOVE
/** This is the structure that is passed to the thread that is
* created from the SingleMethodExecute. It is passed in as a void *,
* and it is up to the method to cast correctly and extract the information.
* The WorkUnitID is a number between 0 and NumberOfWorkUnits-1 that
* indicates the id of this work unit. The UserData is the
* (void *)arg passed into the SetSingleMethod. */
struct WorkUnitInfo
{
ThreadIdType WorkUnitID;
ThreadIdType NumberOfWorkUnits;
void * UserData;
ThreadFunctionType ThreadFunction;
using ThreadExitCodeEnum = MultiThreaderBaseEnums::ThreadExitCode;
ThreadExitCodeEnum ThreadExitCode;
#if !defined(ITK_LEGACY_REMOVE)
using ThreadExitCodeType = ThreadExitCodeEnum;
static constexpr ThreadExitCodeEnum SUCCESS = ThreadExitCodeEnum::SUCCESS;
static constexpr ThreadExitCodeEnum ITK_EXCEPTION = ThreadExitCodeEnum::ITK_EXCEPTION;
static constexpr ThreadExitCodeEnum ITK_PROCESS_ABORTED_EXCEPTION =
ThreadExitCodeEnum::ITK_PROCESS_ABORTED_EXCEPTION;
static constexpr ThreadExitCodeEnum STD_EXCEPTION = ThreadExitCodeEnum::STD_EXCEPTION;
static constexpr ThreadExitCodeEnum UNKNOWN = ThreadExitCodeEnum::UNKNOWN;
#endif
};
/** Execute the SingleMethod (as define by SetSingleMethod) using
* m_NumberOfWorkUnits threads. As a side effect the m_NumberOfWorkUnits will be
* checked against the current m_GlobalMaximumNumberOfThreads and clamped if
* necessary. */
virtual void
SingleMethodExecute() = 0;
/** Set the SingleMethod to f() and the UserData field of the
* WorkUnitInfo that is passed to it will be data. This method
* must be of type itkThreadFunctionType and must take a single argument of
* type void *. */
virtual void
SetSingleMethod(ThreadFunctionType, void * data) = 0;
/** Set the method and the user data, by SetSingleMethod, and executes the method, by SingleMethodExecute. */
void
SetSingleMethodAndExecute(ThreadFunctionType func, void * data);
#ifndef ITK_FUTURE_LEGACY_REMOVE
// `TemplatedThreadingFunctorType` was previously used to declare the `funcP` parameter of `ParallelizeImageRegion`
// and `ParallelizeImageRegionRestrictDirection` template member functions.
template <unsigned int VDimension>
using TemplatedThreadingFunctorType [[deprecated]] = std::function<void(const ImageRegion<VDimension> &)>;
#endif
using ThreadingFunctorType = std::function<void(const IndexValueType index[], const SizeValueType size[])>;
using ArrayThreadingFunctorType = std::function<void(SizeValueType)>;
/** Parallelize an operation over an array. If filter argument is not nullptr,
* this function will update its progress as each index is completed.
*
* This implementation simply delegates parallelization to the old interface
* SetSingleMethod+SingleMethodExecute. This method is meant to be overloaded! */
virtual void
ParallelizeArray(SizeValueType firstIndex,
SizeValueType lastIndexPlus1,
ArrayThreadingFunctorType aFunc,
ProcessObject * filter);
/** Break up region into smaller chunks, and call the user-specified function or function object `funcP` for each
* chunk, having the region of the chunk as argument. The type of such a chuck region is `ImageRegion<VDimension>`.
* Each such `funcP(region)` call must be thread-safe.
* If filter argument is not nullptr, this function will update its progress
* as each work unit is completed. Delegates work to non-templated version. */
template <unsigned int VDimension, typename TFunction>
ITK_TEMPLATE_EXPORT void
ParallelizeImageRegion(const ImageRegion<VDimension> & requestedRegion, TFunction funcP, ProcessObject * filter)
{
this->ParallelizeImageRegion(
VDimension,
requestedRegion.GetIndex().m_InternalArray,
requestedRegion.GetSize().m_InternalArray,
[&funcP](const IndexValueType index[], const SizeValueType size[]) {
ImageRegion<VDimension> region;
for (unsigned int d = 0; d < VDimension; ++d)
{
region.SetIndex(d, index[d]);
region.SetSize(d, size[d]);
}
funcP(region);
},
filter);
}
/** Similar to ParallelizeImageRegion, but do not split the region along one
* of the directions. If VDimension is 1, restrictedDirection is ignored
* and no parallelization occurs. */
template <unsigned int VDimension, typename TFunction>
ITK_TEMPLATE_EXPORT void
ParallelizeImageRegionRestrictDirection(unsigned int restrictedDirection,
const ImageRegion<VDimension> & requestedRegion,
TFunction funcP,
ProcessObject * filter)
{
if constexpr (VDimension <= 1) // Cannot split, no parallelization
{
ProgressReporter progress(filter, 0, requestedRegion.GetNumberOfPixels());
funcP(requestedRegion);
}
else // Can split, parallelize!
{
constexpr unsigned int SplitDimension = VDimension - 1;
Index<SplitDimension> splitIndex{};
Size<SplitDimension> splitSize{};
for (unsigned int splitDimension = 0, dimension = 0; dimension < VDimension; ++dimension)
{
if (dimension != restrictedDirection)
{
splitIndex[splitDimension] = requestedRegion.GetIndex(dimension);
splitSize[splitDimension] = requestedRegion.GetSize(dimension);
++splitDimension;
}
}
this->ParallelizeImageRegion(
SplitDimension,
splitIndex.m_InternalArray,
splitSize.m_InternalArray,
[restrictedDirection, &requestedRegion, &funcP](const IndexValueType index[], const SizeValueType size[]) {
ImageRegion<VDimension> restrictedRequestedRegion;
restrictedRequestedRegion.SetIndex(restrictedDirection, requestedRegion.GetIndex(restrictedDirection));
restrictedRequestedRegion.SetSize(restrictedDirection, requestedRegion.GetSize(restrictedDirection));
for (unsigned int splitDimension = 0, dimension = 0; dimension < VDimension; ++dimension)
{
if (dimension != restrictedDirection)
{
restrictedRequestedRegion.SetIndex(dimension, index[splitDimension]);
restrictedRequestedRegion.SetSize(dimension, size[splitDimension]);
++splitDimension;
}
}
funcP(restrictedRequestedRegion);
},
filter);
}
}
/** Break up region into smaller chunks, and call the function with chunks as parameters.
* This overload does the actual work and should be implemented by derived classes. */
virtual void
ParallelizeImageRegion(unsigned int dimension,
const IndexValueType index[],
const SizeValueType size[],
ThreadingFunctorType funcP,
ProcessObject * filter);
protected:
MultiThreaderBase();
~MultiThreaderBase() override;
void
PrintSelf(std::ostream & os, Indent indent) const override;
struct ArrayCallback
{
ArrayThreadingFunctorType functor;
const SizeValueType firstIndex;
const SizeValueType lastIndexPlus1;
ProcessObject * filter;
};
static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION
ParallelizeArrayHelper(void * arg);
struct RegionAndCallback
{
ThreadingFunctorType functor;
unsigned int dimension;
const IndexValueType * index;
const SizeValueType * size;
ProcessObject * filter;
};
static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION
ParallelizeImageRegionHelper(void * arg);
/** The number of work units to create. */
ThreadIdType m_NumberOfWorkUnits{};
/** The number of threads to use.
* The m_MaximumNumberOfThreads must always be less than or equal to
* the m_GlobalMaximumNumberOfThreads before it is used during the execution
* of a threaded method. Its value is initialized to
* m_GlobalDefaultNumberOfThreads at construction time. Its value is clamped
* to the current m_GlobalMaximumNumberOfThreads in the
* SingleMethodExecute() method.
*/
ThreadIdType m_MaximumNumberOfThreads{};
/** Static function used as a "proxy callback" by multi-threaders. The
* threading library will call this routine for each thread, which
* will delegate the control to the prescribed SingleMethod. This
* routine acts as an intermediary between the multi-threaders and the
* user supplied callback (SingleMethod) in order to catch any
* exceptions thrown by the threads. */
static ITK_THREAD_RETURN_FUNCTION_CALL_CONVENTION
SingleMethodProxy(void * arg);
/** The method to invoke. */
ThreadFunctionType m_SingleMethod{ nullptr };
/** The data to be passed as argument. */
void * m_SingleData{ nullptr };
private:
static void
SetGlobalDefaultThreaderPrivate(ThreaderEnum threaderType);
static ThreaderEnum
GetGlobalDefaultThreaderPrivate();
/** Only used to synchronize the global variable across static libraries.*/
itkGetGlobalDeclarationMacro(MultiThreaderBaseGlobals, PimplGlobals);
std::atomic<bool> m_UpdateProgress{ true };
static MultiThreaderBaseGlobals * m_PimplGlobals;
/** Friends of Multithreader.
* ProcessObject is a friend so that it can call PrintSelf() on its
* Multithreader. */
friend class ProcessObject;
/** Platform specific number of threads */
static ThreadIdType
GetGlobalDefaultNumberOfThreadsByPlatform();
};
} // namespace itk
#endif
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