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project_6/cccl_upstream/thrust/thrust/set_operations.h
EngineX CI 56fd68e7dd [INFRA] Import NVIDIA/CCCL upstream as optimization reference library
CCCL (CUDA C++ Core Libraries) provides:
- CUB: device/block/warp-level GPU primitives (reduce, scan, sort, topk)
- Thrust: high-level parallel algorithms (transform_reduce, sort, scan)
- libcudacxx: CUDA C++ standard library (atomics, barriers, memory)
- cudax: experimental features (memory resources, allocators)
- Tuning policies: per-SM hardware-specific algorithm parameters

Competition optimization vectors mapped to CCCL:
- Output TPS (83% weight): warp_reduce, block_reduce, device_topk
- Input TPS (14% weight): device_scan, block_load, prefetch
- Cache TPS (3% weight): prefix caching strategy patterns
- Memory (0.9 util): pooled/cached/buddy allocators

Source: https://github.com/NVIDIA/cccl (shallow clone, HEAD only)
License: Apache-2.0
2026-07-30 09:35:51 +00:00

3143 lines
172 KiB
C++

// SPDX-FileCopyrightText: Copyright (c) 2008-2013, NVIDIA Corporation. All rights reserved.
// SPDX-License-Identifier: Apache-2.0
/*! \file set_operations.h
* \brief Set theoretic operations for sorted ranges
*/
#pragma once
#include <thrust/detail/config.h>
#if defined(_CCCL_IMPLICIT_SYSTEM_HEADER_GCC)
# pragma GCC system_header
#elif defined(_CCCL_IMPLICIT_SYSTEM_HEADER_CLANG)
# pragma clang system_header
#elif defined(_CCCL_IMPLICIT_SYSTEM_HEADER_MSVC)
# pragma system_header
#endif // no system header
#include <thrust/detail/execution_policy.h>
#include <cuda/std/__utility/pair.h>
THRUST_NAMESPACE_BEGIN
/*! \addtogroup set_operations Set Operations
* \ingroup algorithms
* \{
*/
/*! \p set_difference constructs a sorted range that is the set difference of the sorted
* ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>. The return value is the
* end of the output range.
*
* In the simplest case, \p set_difference performs the "difference" operation from set
* theory: the output range contains a copy of every element that is contained in
* <tt>[first1, last1)</tt> and not contained in <tt>[first2, last2)</tt>. The general case
* is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[first1, last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[first2, last2)</tt> contains \c n
* elements that are equivalent to them, the last <tt>max(m-n,0)</tt> elements from
* <tt>[first1, last1)</tt> range shall be copied to the output range.
*
* This version of \p set_difference compares elements using \c operator<.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \return The end of the output range.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to
* <tt>operator<</tt>. \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_difference to compute the
* set difference of two sets of integers sorted in ascending order using the \p thrust::host execution
* policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/execution_policy.h>
* ...
* int A1[7] = {0, 1, 3, 4, 5, 6, 9};
* int A2[5] = {1, 3, 5, 7, 9};
*
* int result[3];
*
* int *result_end = thrust::set_difference(thrust::host, A1, A1 + 7, A2, A2 + 5, result);
* // result is now {0, 4, 6}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_difference
* \see \p includes
* \see \p set_union
* \see \p set_intersection
* \see \p set_symmetric_difference
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy, typename InputIterator1, typename InputIterator2, typename OutputIterator>
_CCCL_HOST_DEVICE OutputIterator set_difference(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
InputIterator2 last2,
OutputIterator result);
/*! \p set_difference constructs a sorted range that is the set difference of the sorted
* ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>. The return value is the
* end of the output range.
*
* In the simplest case, \p set_difference performs the "difference" operation from set
* theory: the output range contains a copy of every element that is contained in
* <tt>[first1, last1)</tt> and not contained in <tt>[first2, last2)</tt>. The general case
* is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[first1, last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[first2, last2)</tt> contains \c n
* elements that are equivalent to them, the last <tt>max(m-n,0)</tt> elements from
* <tt>[first1, last1)</tt> range shall be copied to the output range.
*
* This version of \p set_difference compares elements using \c operator<.
*
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \return The end of the output range.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to
* <tt>operator<</tt>. \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_difference to compute the
* set difference of two sets of integers sorted in ascending order.
*
* \code
* #include <thrust/set_operations.h>
* ...
* int A1[7] = {0, 1, 3, 4, 5, 6, 9};
* int A2[5] = {1, 3, 5, 7, 9};
*
* int result[3];
*
* int *result_end = thrust::set_difference(A1, A1 + 7, A2, A2 + 5, result);
* // result is now {0, 4, 6}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_difference
* \see \p includes
* \see \p set_union
* \see \p set_intersection
* \see \p set_symmetric_difference
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1, typename InputIterator2, typename OutputIterator>
OutputIterator set_difference(
InputIterator1 first1, InputIterator1 last1, InputIterator2 first2, InputIterator2 last2, OutputIterator result);
/*! \p set_difference constructs a sorted range that is the set difference of the sorted
* ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>. The return value is the
* end of the output range.
*
* In the simplest case, \p set_difference performs the "difference" operation from set
* theory: the output range contains a copy of every element that is contained in
* <tt>[first1, last1)</tt> and not contained in <tt>[first2, last2)</tt>. The general case
* is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[first1, last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[first2, last2)</tt> contains \c n
* elements that are equivalent to them, the last <tt>max(m-n,0)</tt> elements from
* <tt>[first1, last1)</tt> range shall be copied to the output range.
*
* This version of \p set_difference compares elements using a function object \p comp.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \param comp Comparison operator.
* \return The end of the output range.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1's \c value_type is convertible to \p StrictWeakCompare's first argument type. and
* \p InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2's \c value_type is convertible to \p StrictWeakCompare's second argument type.
* and \p InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types.
* \tparam OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>. \tparam StrictWeakCompare is a model of <a
* href="https://en.cppreference.com/w/cpp/concepts/strict_weak_order">Strict Weak Ordering</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to \p comp.
* \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_difference to compute the
* set difference of two sets of integers sorted in descending order using the \p thrust::host execution
* policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/functional.h>
* #include <thrust/execution_policy.h>
* ...
* int A1[7] = {9, 6, 5, 4, 3, 1, 0};
* int A2[5] = {9, 7, 5, 3, 1};
*
* int result[3];
*
* int *result_end = thrust::set_difference(thrust::host, A1, A1 + 7, A2, A2 + 5, result, ::cuda::std::greater<int>());
* // result is now {6, 4, 0}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_difference
* \see \p includes
* \see \p set_union
* \see \p set_intersection
* \see \p set_symmetric_difference
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy,
typename InputIterator1,
typename InputIterator2,
typename OutputIterator,
typename StrictWeakCompare>
_CCCL_HOST_DEVICE OutputIterator set_difference(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
InputIterator2 last2,
OutputIterator result,
StrictWeakCompare comp);
/*! \p set_difference constructs a sorted range that is the set difference of the sorted
* ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>. The return value is the
* end of the output range.
*
* In the simplest case, \p set_difference performs the "difference" operation from set
* theory: the output range contains a copy of every element that is contained in
* <tt>[first1, last1)</tt> and not contained in <tt>[first2, last2)</tt>. The general case
* is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[first1, last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[first2, last2)</tt> contains \c n
* elements that are equivalent to them, the last <tt>max(m-n,0)</tt> elements from
* <tt>[first1, last1)</tt> range shall be copied to the output range.
*
* This version of \p set_difference compares elements using a function object \p comp.
*
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \param comp Comparison operator.
* \return The end of the output range.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1's \c value_type is convertible to \p StrictWeakCompare's first argument type. and
* \p InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2's \c value_type is convertible to \p StrictWeakCompare's second argument type.
* and \p InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types.
* \tparam OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>. \tparam StrictWeakCompare is a model of <a
* href="https://en.cppreference.com/w/cpp/concepts/strict_weak_order">Strict Weak Ordering</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to \p comp.
* \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_difference to compute the
* set difference of two sets of integers sorted in descending order.
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/functional.h>
* ...
* int A1[7] = {9, 6, 5, 4, 3, 1, 0};
* int A2[5] = {9, 7, 5, 3, 1};
*
* int result[3];
*
* int *result_end = thrust::set_difference(A1, A1 + 7, A2, A2 + 5, result, ::cuda::std::greater<int>());
* // result is now {6, 4, 0}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_difference
* \see \p includes
* \see \p set_union
* \see \p set_intersection
* \see \p set_symmetric_difference
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1, typename InputIterator2, typename OutputIterator, typename StrictWeakCompare>
OutputIterator set_difference(
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
InputIterator2 last2,
OutputIterator result,
StrictWeakCompare comp);
/*! \p set_intersection constructs a sorted range that is the
* intersection of sorted ranges <tt>[first1, last1)</tt> and
* <tt>[first2, last2)</tt>. The return value is the end of the
* output range.
*
* In the simplest case, \p set_intersection performs the
* "intersection" operation from set theory: the output range
* contains a copy of every element that is contained in both
* <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>. The
* general case is more complicated, because the input ranges may
* contain duplicate elements. The generalization is that if a value
* appears \c m times in <tt>[first1, last1)</tt> and \c n times in
* <tt>[first2, last2)</tt> (where \c m may be zero), then it
* appears <tt>min(m,n)</tt> times in the output range.
* \p set_intersection is stable, meaning that both elements are
* copied from the first range rather than the second, and that the
* relative order of elements in the output range is the same as in
* the first input range.
*
* This version of \p set_intersection compares objects using
* \c operator<.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \return The end of the output range.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to
* <tt>operator<</tt>. \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_intersection to compute the
* set intersection of two sets of integers sorted in ascending order using the \p thrust::host execution
* policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/execution_policy.h>
* ...
* int A1[6] = {1, 3, 5, 7, 9, 11};
* int A2[7] = {1, 1, 2, 3, 5, 8, 13};
*
* int result[7];
*
* int *result_end = thrust::set_intersection(thrust::host, A1, A1 + 6, A2, A2 + 7, result);
* // result is now {1, 3, 5}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_intersection
* \see \p includes
* \see \p set_union
* \see \p set_intersection
* \see \p set_symmetric_difference
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy, typename InputIterator1, typename InputIterator2, typename OutputIterator>
_CCCL_HOST_DEVICE OutputIterator set_intersection(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
InputIterator2 last2,
OutputIterator result);
/*! \p set_intersection constructs a sorted range that is the
* intersection of sorted ranges <tt>[first1, last1)</tt> and
* <tt>[first2, last2)</tt>. The return value is the end of the
* output range.
*
* In the simplest case, \p set_intersection performs the
* "intersection" operation from set theory: the output range
* contains a copy of every element that is contained in both
* <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>. The
* general case is more complicated, because the input ranges may
* contain duplicate elements. The generalization is that if a value
* appears \c m times in <tt>[first1, last1)</tt> and \c n times in
* <tt>[first2, last2)</tt> (where \c m may be zero), then it
* appears <tt>min(m,n)</tt> times in the output range.
* \p set_intersection is stable, meaning that both elements are
* copied from the first range rather than the second, and that the
* relative order of elements in the output range is the same as in
* the first input range.
*
* This version of \p set_intersection compares objects using
* \c operator<.
*
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \return The end of the output range.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to
* <tt>operator<</tt>. \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_intersection to compute the
* set intersection of two sets of integers sorted in ascending order.
*
* \code
* #include <thrust/set_operations.h>
* ...
* int A1[6] = {1, 3, 5, 7, 9, 11};
* int A2[7] = {1, 1, 2, 3, 5, 8, 13};
*
* int result[7];
*
* int *result_end = thrust::set_intersection(A1, A1 + 6, A2, A2 + 7, result);
* // result is now {1, 3, 5}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_intersection
* \see \p includes
* \see \p set_union
* \see \p set_intersection
* \see \p set_symmetric_difference
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1, typename InputIterator2, typename OutputIterator>
OutputIterator set_intersection(
InputIterator1 first1, InputIterator1 last1, InputIterator2 first2, InputIterator2 last2, OutputIterator result);
/*! \p set_intersection constructs a sorted range that is the
* intersection of sorted ranges <tt>[first1, last1)</tt> and
* <tt>[first2, last2)</tt>. The return value is the end of the
* output range.
*
* In the simplest case, \p set_intersection performs the
* "intersection" operation from set theory: the output range
* contains a copy of every element that is contained in both
* <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>. The
* general case is more complicated, because the input ranges may
* contain duplicate elements. The generalization is that if a value
* appears \c m times in <tt>[first1, last1)</tt> and \c n times in
* <tt>[first2, last2)</tt> (where \c m may be zero), then it
* appears <tt>min(m,n)</tt> times in the output range.
* \p set_intersection is stable, meaning that both elements are
* copied from the first range rather than the second, and that the
* relative order of elements in the output range is the same as in
* the first input range.
*
* This version of \p set_intersection compares elements using a function object \p comp.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \param comp Comparison operator.
* \return The end of the output range.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to \p comp.
* \pre The resulting range shall not overlap with either input range.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>.
*
* The following code snippet demonstrates how to use \p set_intersection to compute
* the set intersection of sets of integers sorted in descending order using the \p thrust::host execution
* policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/execution_policy.h>
* ...
* int A1[6] = {11, 9, 7, 5, 3, 1};
* int A2[7] = {13, 8, 5, 3, 2, 1, 1};
*
* int result[3];
*
* int *result_end = thrust::set_intersection(thrust::host, A1, A1 + 6, A2, A2 + 7, result,
* ::cuda::std::greater<int>());
* // result is now {5, 3, 1}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_intersection
* \see \p includes
* \see \p set_union
* \see \p set_intersection
* \see \p set_symmetric_difference
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy,
typename InputIterator1,
typename InputIterator2,
typename OutputIterator,
typename StrictWeakCompare>
_CCCL_HOST_DEVICE OutputIterator set_intersection(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
InputIterator2 last2,
OutputIterator result,
StrictWeakCompare comp);
/*! \p set_intersection constructs a sorted range that is the
* intersection of sorted ranges <tt>[first1, last1)</tt> and
* <tt>[first2, last2)</tt>. The return value is the end of the
* output range.
*
* In the simplest case, \p set_intersection performs the
* "intersection" operation from set theory: the output range
* contains a copy of every element that is contained in both
* <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>. The
* general case is more complicated, because the input ranges may
* contain duplicate elements. The generalization is that if a value
* appears \c m times in <tt>[first1, last1)</tt> and \c n times in
* <tt>[first2, last2)</tt> (where \c m may be zero), then it
* appears <tt>min(m,n)</tt> times in the output range.
* \p set_intersection is stable, meaning that both elements are
* copied from the first range rather than the second, and that the
* relative order of elements in the output range is the same as in
* the first input range.
*
* This version of \p set_intersection compares elements using a function object \p comp.
*
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \param comp Comparison operator.
* \return The end of the output range.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to \p comp.
* \pre The resulting range shall not overlap with either input range.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>.
*
* The following code snippet demonstrates how to use \p set_intersection to compute
* the set intersection of sets of integers sorted in descending order.
*
* \code
* #include <thrust/set_operations.h>
* ...
* int A1[6] = {11, 9, 7, 5, 3, 1};
* int A2[7] = {13, 8, 5, 3, 2, 1, 1};
*
* int result[3];
*
* int *result_end = thrust::set_intersection(A1, A1 + 6, A2, A2 + 7, result, ::cuda::std::greater<int>());
* // result is now {5, 3, 1}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_intersection
* \see \p includes
* \see \p set_union
* \see \p set_intersection
* \see \p set_symmetric_difference
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1, typename InputIterator2, typename OutputIterator, typename StrictWeakCompare>
OutputIterator set_intersection(
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
InputIterator2 last2,
OutputIterator result,
StrictWeakCompare comp);
/*! \p set_symmetric_difference constructs a sorted range that is the set symmetric
* difference of the sorted ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>.
* The return value is the end of the output range.
*
* In the simplest case, \p set_symmetric_difference performs a set theoretic calculation:
* it constructs the union of the two sets A - B and B - A, where A and B are the two
* input ranges. That is, the output range contains a copy of every element that is
* contained in <tt>[first1, last1)</tt> but not <tt>[first2, last2)</tt>, and a copy of
* every element that is contained in <tt>[first2, last2)</tt> but not <tt>[first1, last1)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[first1, last1)</tt> contains \c m elements that are
* equivalent to each other and <tt>[first2, last2)</tt> contains \c n elements that are
* equivalent to them, then <tt>|m - n|</tt> of those elements shall be copied to the output
* range: the last <tt>m - n</tt> elements from <tt>[first1, last1)</tt> if <tt>m > n</tt>, and
* the last <tt>n - m</tt> of these elements from <tt>[first2, last2)</tt> if <tt>m < n</tt>.
*
* This version of \p set_union compares elements using \c operator<.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \return The end of the output range.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to
* <tt>operator<</tt>. \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_symmetric_difference to compute
* the symmetric difference of two sets of integers sorted in ascending order using the \p thrust::host
* execution policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/execution_policy.h>
* ...
* int A1[7] = {0, 1, 2, 2, 4, 6, 7};
* int A2[5] = {1, 1, 2, 5, 8};
*
* int result[6];
*
* int *result_end = thrust::set_symmetric_difference(thrust::host, A1, A1 + 7, A2, A2 + 5, result);
* // result = {0, 4, 5, 6, 7, 8}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_symmetric_difference
* \see \p merge
* \see \p includes
* \see \p set_difference
* \see \p set_union
* \see \p set_intersection
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy, typename InputIterator1, typename InputIterator2, typename OutputIterator>
_CCCL_HOST_DEVICE OutputIterator set_symmetric_difference(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
InputIterator2 last2,
OutputIterator result);
/*! \p set_symmetric_difference constructs a sorted range that is the set symmetric
* difference of the sorted ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>.
* The return value is the end of the output range.
*
* In the simplest case, \p set_symmetric_difference performs a set theoretic calculation:
* it constructs the union of the two sets A - B and B - A, where A and B are the two
* input ranges. That is, the output range contains a copy of every element that is
* contained in <tt>[first1, last1)</tt> but not <tt>[first2, last2)</tt>, and a copy of
* every element that is contained in <tt>[first2, last2)</tt> but not <tt>[first1, last1)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[first1, last1)</tt> contains \c m elements that are
* equivalent to each other and <tt>[first2, last2)</tt> contains \c n elements that are
* equivalent to them, then <tt>|m - n|</tt> of those elements shall be copied to the output
* range: the last <tt>m - n</tt> elements from <tt>[first1, last1)</tt> if <tt>m > n</tt>, and
* the last <tt>n - m</tt> of these elements from <tt>[first2, last2)</tt> if <tt>m < n</tt>.
*
* This version of \p set_union compares elements using \c operator<.
*
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \return The end of the output range.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to
* <tt>operator<</tt>. \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_symmetric_difference to compute
* the symmetric difference of two sets of integers sorted in ascending order.
*
* \code
* #include <thrust/set_operations.h>
* ...
* int A1[7] = {0, 1, 2, 2, 4, 6, 7};
* int A2[5] = {1, 1, 2, 5, 8};
*
* int result[6];
*
* int *result_end = thrust::set_symmetric_difference(A1, A1 + 7, A2, A2 + 5, result);
* // result = {0, 4, 5, 6, 7, 8}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_symmetric_difference
* \see \p merge
* \see \p includes
* \see \p set_difference
* \see \p set_union
* \see \p set_intersection
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1, typename InputIterator2, typename OutputIterator>
OutputIterator set_symmetric_difference(
InputIterator1 first1, InputIterator1 last1, InputIterator2 first2, InputIterator2 last2, OutputIterator result);
/*! \p set_symmetric_difference constructs a sorted range that is the set symmetric
* difference of the sorted ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>.
* The return value is the end of the output range.
*
* In the simplest case, \p set_symmetric_difference performs a set theoretic calculation:
* it constructs the union of the two sets A - B and B - A, where A and B are the two
* input ranges. That is, the output range contains a copy of every element that is
* contained in <tt>[first1, last1)</tt> but not <tt>[first2, last2)</tt>, and a copy of
* every element that is contained in <tt>[first2, last2)</tt> but not <tt>[first1, last1)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[first1, last1)</tt> contains \c m elements that are
* equivalent to each other and <tt>[first2, last2)</tt> contains \c n elements that are
* equivalent to them, then <tt>|m - n|</tt> of those elements shall be copied to the output
* range: the last <tt>m - n</tt> elements from <tt>[first1, last1)</tt> if <tt>m > n</tt>, and
* the last <tt>n - m</tt> of these elements from <tt>[first2, last2)</tt> if <tt>m < n</tt>.
*
* This version of \p set_union compares elements using a function object \p comp.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \param comp Comparison operator.
* \return The end of the output range.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to \p comp.
* \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_symmetric_difference to compute
* the symmetric difference of two sets of integers sorted in descending order using the \p thrust::host
* execution policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/execution_policy.h>
* ...
* int A1[7] = {7, 6, 4, 2, 2, 1, 0};
* int A2[5] = {8, 5, 2, 1, 1};
*
* int result[6];
*
* int *result_end = thrust::set_symmetric_difference(thrust::host, A1, A1 + 7, A2, A2 + 5, result);
* // result = {8, 7, 6, 5, 4, 0}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_symmetric_difference
* \see \p merge
* \see \p includes
* \see \p set_difference
* \see \p set_union
* \see \p set_intersection
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy,
typename InputIterator1,
typename InputIterator2,
typename OutputIterator,
typename StrictWeakCompare>
_CCCL_HOST_DEVICE OutputIterator set_symmetric_difference(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
InputIterator2 last2,
OutputIterator result,
StrictWeakCompare comp);
/*! \p set_symmetric_difference constructs a sorted range that is the set symmetric
* difference of the sorted ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>.
* The return value is the end of the output range.
*
* In the simplest case, \p set_symmetric_difference performs a set theoretic calculation:
* it constructs the union of the two sets A - B and B - A, where A and B are the two
* input ranges. That is, the output range contains a copy of every element that is
* contained in <tt>[first1, last1)</tt> but not <tt>[first2, last2)</tt>, and a copy of
* every element that is contained in <tt>[first2, last2)</tt> but not <tt>[first1, last1)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[first1, last1)</tt> contains \c m elements that are
* equivalent to each other and <tt>[first2, last2)</tt> contains \c n elements that are
* equivalent to them, then <tt>|m - n|</tt> of those elements shall be copied to the output
* range: the last <tt>m - n</tt> elements from <tt>[first1, last1)</tt> if <tt>m > n</tt>, and
* the last <tt>n - m</tt> of these elements from <tt>[first2, last2)</tt> if <tt>m < n</tt>.
*
* This version of \p set_union compares elements using a function object \p comp.
*
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \param comp Comparison operator.
* \return The end of the output range.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to \p comp.
* \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_symmetric_difference to compute
* the symmetric difference of two sets of integers sorted in descending order.
*
* \code
* #include <thrust/set_operations.h>
* ...
* int A1[7] = {7, 6, 4, 2, 2, 1, 0};
* int A2[5] = {8, 5, 2, 1, 1};
*
* int result[6];
*
* int *result_end = thrust::set_symmetric_difference(A1, A1 + 7, A2, A2 + 5, result);
* // result = {8, 7, 6, 5, 4, 0}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_symmetric_difference
* \see \p merge
* \see \p includes
* \see \p set_difference
* \see \p set_union
* \see \p set_intersection
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1, typename InputIterator2, typename OutputIterator, typename StrictWeakCompare>
OutputIterator set_symmetric_difference(
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
InputIterator2 last2,
OutputIterator result,
StrictWeakCompare comp);
/*! \p set_union constructs a sorted range that is the union of the sorted ranges
* <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>. The return value is the
* end of the output range.
*
* In the simplest case, \p set_union performs the "union" operation from set
* theory: the output range contains a copy of every element that is contained in
* <tt>[first1, last1)</tt>, <tt>[first2, last2)</tt>, or both. The general case
* is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[first1, last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[first2, last2)</tt> contains \c n
* elements that are equivalent to them, then all \c m elements from the first
* range shall be copied to the output range, in order, and then <tt>max(n - m, 0)</tt>
* elements from the second range shall be copied to the output, in order.
*
* This version of \p set_union compares elements using \c operator<.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \return The end of the output range.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to
* <tt>operator<</tt>. \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_union to compute the union of
* two sets of integers sorted in ascending order using the \p thrust::host execution policy for
* parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/execution_policy.h>
* ...
* int A1[7] = {0, 2, 4, 6, 8, 10, 12};
* int A2[5] = {1, 3, 5, 7, 9};
*
* int result[11];
*
* int *result_end = thrust::set_union(thrust::host, A1, A1 + 7, A2, A2 + 5, result);
* // result = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_union
* \see \p merge
* \see \p includes
* \see \p set_union
* \see \p set_intersection
* \see \p set_symmetric_difference
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy, typename InputIterator1, typename InputIterator2, typename OutputIterator>
_CCCL_HOST_DEVICE OutputIterator set_union(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
InputIterator2 last2,
OutputIterator result);
/*! \p set_union constructs a sorted range that is the union of the sorted ranges
* <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>. The return value is the
* end of the output range.
*
* In the simplest case, \p set_union performs the "union" operation from set
* theory: the output range contains a copy of every element that is contained in
* <tt>[first1, last1)</tt>, <tt>[first2, last2)</tt>, or both. The general case
* is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[first1, last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[first2, last2)</tt> contains \c n
* elements that are equivalent to them, then all \c m elements from the first
* range shall be copied to the output range, in order, and then <tt>max(n - m, 0)</tt>
* elements from the second range shall be copied to the output, in order.
*
* This version of \p set_union compares elements using \c operator<.
*
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \return The end of the output range.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to
* <tt>operator<</tt>. \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_union to compute the union of
* two sets of integers sorted in ascending order.
*
* \code
* #include <thrust/set_operations.h>
* ...
* int A1[7] = {0, 2, 4, 6, 8, 10, 12};
* int A2[5] = {1, 3, 5, 7, 9};
*
* int result[11];
*
* int *result_end = thrust::set_union(A1, A1 + 7, A2, A2 + 5, result);
* // result = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_union
* \see \p merge
* \see \p includes
* \see \p set_union
* \see \p set_intersection
* \see \p set_symmetric_difference
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1, typename InputIterator2, typename OutputIterator>
OutputIterator set_union(
InputIterator1 first1, InputIterator1 last1, InputIterator2 first2, InputIterator2 last2, OutputIterator result);
/*! \p set_union constructs a sorted range that is the union of the sorted ranges
* <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>. The return value is the
* end of the output range.
*
* In the simplest case, \p set_union performs the "union" operation from set
* theory: the output range contains a copy of every element that is contained in
* <tt>[first1, last1)</tt>, <tt>[first2, last2)</tt>, or both. The general case
* is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[first1, last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[first2, last2)</tt> contains \c n
* elements that are equivalent to them, then all \c m elements from the first
* range shall be copied to the output range, in order, and then <tt>max(n - m, 0)</tt>
* elements from the second range shall be copied to the output, in order.
*
* This version of \p set_union compares elements using a function object \p comp.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \param comp Comparison operator.
* \return The end of the output range.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1's \c value_type is convertible to \p StrictWeakCompare's first argument type. and
* \p InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2's \c value_type is convertible to \p StrictWeakCompare's second argument type.
* and \p InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types.
* \tparam OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>. \tparam StrictWeakCompare is a model of <a
* href="https://en.cppreference.com/w/cpp/concepts/strict_weak_order">Strict Weak Ordering</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to \p comp.
* \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_union to compute the union of
* two sets of integers sorted in ascending order using the \p thrust::host execution policy for
* parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/functional.h>
* #include <thrust/execution_policy.h>
* ...
* int A1[7] = {12, 10, 8, 6, 4, 2, 0};
* int A2[5] = {9, 7, 5, 3, 1};
*
* int result[11];
*
* int *result_end = thrust::set_union(thrust::host, A1, A1 + 7, A2, A2 + 5, result, ::cuda::std::greater<int>());
* // result = {12, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_union
* \see \p merge
* \see \p includes
* \see \p set_union
* \see \p set_intersection
* \see \p set_symmetric_difference
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy,
typename InputIterator1,
typename InputIterator2,
typename OutputIterator,
typename StrictWeakCompare>
_CCCL_HOST_DEVICE OutputIterator set_union(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
InputIterator2 last2,
OutputIterator result,
StrictWeakCompare comp);
/*! \p set_union constructs a sorted range that is the union of the sorted ranges
* <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt>. The return value is the
* end of the output range.
*
* In the simplest case, \p set_union performs the "union" operation from set
* theory: the output range contains a copy of every element that is contained in
* <tt>[first1, last1)</tt>, <tt>[first2, last2)</tt>, or both. The general case
* is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[first1, last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[first2, last2)</tt> contains \c n
* elements that are equivalent to them, then all \c m elements from the first
* range shall be copied to the output range, in order, and then <tt>max(n - m, 0)</tt>
* elements from the second range shall be copied to the output, in order.
*
* This version of \p set_union compares elements using a function object \p comp.
*
* \param first1 The beginning of the first input range.
* \param last1 The end of the first input range.
* \param first2 The beginning of the second input range.
* \param last2 The end of the second input range.
* \param result The beginning of the output range.
* \param comp Comparison operator.
* \return The end of the output range.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1's \c value_type is convertible to \p StrictWeakCompare's first argument type. and
* \p InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2's \c value_type is convertible to \p StrictWeakCompare's second argument type.
* and \p InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types.
* \tparam OutputIterator is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output
* Iterator</a>. \tparam StrictWeakCompare is a model of <a
* href="https://en.cppreference.com/w/cpp/concepts/strict_weak_order">Strict Weak Ordering</a>.
*
* \pre The ranges <tt>[first1, last1)</tt> and <tt>[first2, last2)</tt> shall be sorted with respect to \p comp.
* \pre The resulting range shall not overlap with either input range.
*
* The following code snippet demonstrates how to use \p set_union to compute the union of
* two sets of integers sorted in ascending order.
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/functional.h>
* ...
* int A1[7] = {12, 10, 8, 6, 4, 2, 0};
* int A2[5] = {9, 7, 5, 3, 1};
*
* int result[11];
*
* int *result_end = thrust::set_union(A1, A1 + 7, A2, A2 + 5, result, ::cuda::std::greater<int>());
* // result = {12, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0}
* \endcode
*
* \see https://en.cppreference.com/w/cpp/algorithm/set_union
* \see \p merge
* \see \p includes
* \see \p set_union
* \see \p set_intersection
* \see \p set_symmetric_difference
* \see \p sort
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1, typename InputIterator2, typename OutputIterator, typename StrictWeakCompare>
OutputIterator set_union(
InputIterator1 first1,
InputIterator1 last1,
InputIterator2 first2,
InputIterator2 last2,
OutputIterator result,
StrictWeakCompare comp);
/*! \p set_difference_by_key performs a key-value difference operation from set theory.
* \p set_difference_by_key constructs a sorted range that is the difference of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_difference_by_key performs the "difference" operation from set
* theory: the keys output range contains a copy of every element that is contained in
* <tt>[keys_first1, keys_last1)</tt> and not contained in <tt>[keys_first2, keys_last2)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[keys_first1, keys_last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[keys_first2, keys_last2)</tt> contains \c n
* elements that are equivalent to them, the last <tt>max(m-n,0)</tt> elements from
* <tt>[keys_first1, keys_last1)</tt> range shall be copied to the output range.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> or
* <tt>[keys_first2, keys_last2)</tt> is copied to the keys output range, the
* corresponding value element is copied from the corresponding values input range (beginning at
* \p values_first1 or \p values_first2) to the values output range.
*
* This version of \p set_difference_by_key compares key elements using \c operator<.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param values_first2 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam InputIterator4 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>, and \p InputIterator4's \c
* value_type is convertible to a type in \p OutputIterator2's set of \c value_types. \tparam OutputIterator1 is a model
* of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2
* is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to <tt>operator<</tt>. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_difference_by_key to compute the
* set difference of two sets of integers sorted in ascending order with their values using the \p thrust::host
* execution policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/execution_policy.h>
* ...
* int A_keys[6] = {0, 1, 3, 4, 5, 6, 9};
* int A_vals[6] = {0, 0, 0, 0, 0, 0, 0};
*
* int B_keys[5] = {1, 3, 5, 7, 9};
* int B_vals[5] = {1, 1, 1, 1, 1};
*
* int keys_result[3];
* int vals_result[3];
*
* cuda::std::pair<int*,int*> end = thrust::set_difference_by_key(thrust::host, A_keys, A_keys + 6, B_keys, B_keys +
* 5, A_vals, B_vals, keys_result, vals_result);
* // keys_result is now {0, 4, 6}
* // vals_result is now {0, 0, 0}
* \endcode
*
* \see \p set_union_by_key
* \see \p set_intersection_by_key
* \see \p set_symmetric_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy,
typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename InputIterator4,
typename OutputIterator1,
typename OutputIterator2>
_CCCL_HOST_DEVICE ::cuda::std::pair<OutputIterator1, OutputIterator2> set_difference_by_key(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
InputIterator4 values_first2,
OutputIterator1 keys_result,
OutputIterator2 values_result);
/*! \p set_difference_by_key performs a key-value difference operation from set theory.
* \p set_difference_by_key constructs a sorted range that is the difference of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_difference_by_key performs the "difference" operation from set
* theory: the keys output range contains a copy of every element that is contained in
* <tt>[keys_first1, keys_last1)</tt> and not contained in <tt>[keys_first2, keys_last2)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[keys_first1, keys_last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[keys_first2, keys_last2)</tt> contains \c n
* elements that are equivalent to them, the last <tt>max(m-n,0)</tt> elements from
* <tt>[keys_first1, keys_last1)</tt> range shall be copied to the output range.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> or
* <tt>[keys_first2, keys_last2)</tt> is copied to the keys output range, the
* corresponding value element is copied from the corresponding values input range (beginning at
* \p values_first1 or \p values_first2) to the values output range.
*
* This version of \p set_difference_by_key compares key elements using \c operator<.
*
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param values_first2 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam InputIterator4 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>, and \p InputIterator4's \c
* value_type is convertible to a type in \p OutputIterator2's set of \c value_types. \tparam OutputIterator1 is a model
* of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2
* is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to <tt>operator<</tt>. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_difference_by_key to compute the
* set difference of two sets of integers sorted in ascending order with their values.
*
* \code
* #include <thrust/set_operations.h>
* ...
* int A_keys[6] = {0, 1, 3, 4, 5, 6, 9};
* int A_vals[6] = {0, 0, 0, 0, 0, 0, 0};
*
* int B_keys[5] = {1, 3, 5, 7, 9};
* int B_vals[5] = {1, 1, 1, 1, 1};
*
* int keys_result[3];
* int vals_result[3];
*
* cuda::std::pair<int*,int*> end = thrust::set_difference_by_key(A_keys, A_keys + 6, B_keys, B_keys + 5, A_vals,
* B_vals, keys_result, vals_result);
* // keys_result is now {0, 4, 6}
* // vals_result is now {0, 0, 0}
* \endcode
*
* \see \p set_union_by_key
* \see \p set_intersection_by_key
* \see \p set_symmetric_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename InputIterator4,
typename OutputIterator1,
typename OutputIterator2>
::cuda::std::pair<OutputIterator1, OutputIterator2> set_difference_by_key(
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
InputIterator4 values_first2,
OutputIterator1 keys_result,
OutputIterator2 values_result);
/*! \p set_difference_by_key performs a key-value difference operation from set theory.
* \p set_difference_by_key constructs a sorted range that is the difference of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_difference_by_key performs the "difference" operation from set
* theory: the keys output range contains a copy of every element that is contained in
* <tt>[keys_first1, keys_last1)</tt> and not contained in <tt>[keys_first2, keys_last2)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[keys_first1, keys_last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[keys_first2, keys_last2)</tt> contains \c n
* elements that are equivalent to them, the last <tt>max(m-n,0)</tt> elements from
* <tt>[keys_first1, keys_last1)</tt> range shall be copied to the output range.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> or
* <tt>[keys_first2, keys_last2)</tt> is copied to the keys output range, the
* corresponding value element is copied from the corresponding values input range (beginning at
* \p values_first1 or \p values_first2) to the values output range.
*
* This version of \p set_difference_by_key compares key elements using a function object \p comp.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param values_first2 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \param comp Comparison operator.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam InputIterator4 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>, and \p InputIterator4's \c
* value_type is convertible to a type in \p OutputIterator2's set of \c value_types. \tparam OutputIterator1 is a model
* of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2
* is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam
* StrictWeakCompare is a model of <a href="https://en.cppreference.com/w/cpp/concepts/strict_weak_order">Strict Weak
* Ordering</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to \p comp. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_difference_by_key to compute the
* set difference of two sets of integers sorted in descending order with their values using the \p thrust::host
* execution policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/functional.h>
* #include <thrust/execution_policy.h>
* ...
* int A_keys[6] = {9, 6, 5, 4, 3, 1, 0};
* int A_vals[6] = {0, 0, 0, 0, 0, 0, 0};
*
* int B_keys[5] = {9, 7, 5, 3, 1};
* int B_vals[5] = {1, 1, 1, 1, 1};
*
* int keys_result[3];
* int vals_result[3];
*
* cuda::std::pair<int*,int*> end = thrust::set_difference_by_key(thrust::host, A_keys, A_keys + 6, B_keys, B_keys +
* 5, A_vals, B_vals, keys_result, vals_result, ::cuda::std::greater<int>());
* // keys_result is now {0, 4, 6}
* // vals_result is now {0, 0, 0}
* \endcode
*
* \see \p set_union_by_key
* \see \p set_intersection_by_key
* \see \p set_symmetric_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy,
typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename InputIterator4,
typename OutputIterator1,
typename OutputIterator2,
typename StrictWeakCompare>
_CCCL_HOST_DEVICE ::cuda::std::pair<OutputIterator1, OutputIterator2> set_difference_by_key(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
InputIterator4 values_first2,
OutputIterator1 keys_result,
OutputIterator2 values_result,
StrictWeakCompare comp);
/*! \p set_difference_by_key performs a key-value difference operation from set theory.
* \p set_difference_by_key constructs a sorted range that is the difference of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_difference_by_key performs the "difference" operation from set
* theory: the keys output range contains a copy of every element that is contained in
* <tt>[keys_first1, keys_last1)</tt> and not contained in <tt>[keys_first2, keys_last2)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[keys_first1, keys_last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[keys_first2, keys_last2)</tt> contains \c n
* elements that are equivalent to them, the last <tt>max(m-n,0)</tt> elements from
* <tt>[keys_first1, keys_last1)</tt> range shall be copied to the output range.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> or
* <tt>[keys_first2, keys_last2)</tt> is copied to the keys output range, the
* corresponding value element is copied from the corresponding values input range (beginning at
* \p values_first1 or \p values_first2) to the values output range.
*
* This version of \p set_difference_by_key compares key elements using a function object \p comp.
*
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param values_first2 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \param comp Comparison operator.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam InputIterator4 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>, and \p InputIterator4's \c
* value_type is convertible to a type in \p OutputIterator2's set of \c value_types. \tparam OutputIterator1 is a model
* of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2
* is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam
* StrictWeakCompare is a model of <a href="https://en.cppreference.com/w/cpp/concepts/strict_weak_order">Strict Weak
* Ordering</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to \p comp. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_difference_by_key to compute the
* set difference of two sets of integers sorted in descending order with their values.
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/functional.h>
* ...
* int A_keys[6] = {9, 6, 5, 4, 3, 1, 0};
* int A_vals[6] = {0, 0, 0, 0, 0, 0, 0};
*
* int B_keys[5] = {9, 7, 5, 3, 1};
* int B_vals[5] = {1, 1, 1, 1, 1};
*
* int keys_result[3];
* int vals_result[3];
*
* cuda::std::pair<int*,int*> end = thrust::set_difference_by_key(A_keys, A_keys + 6, B_keys, B_keys + 5, A_vals,
* B_vals, keys_result, vals_result, ::cuda::std::greater<int>());
* // keys_result is now {0, 4, 6}
* // vals_result is now {0, 0, 0}
* \endcode
*
* \see \p set_union_by_key
* \see \p set_intersection_by_key
* \see \p set_symmetric_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename InputIterator4,
typename OutputIterator1,
typename OutputIterator2,
typename StrictWeakCompare>
::cuda::std::pair<OutputIterator1, OutputIterator2> set_difference_by_key(
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
InputIterator4 values_first2,
OutputIterator1 keys_result,
OutputIterator2 values_result,
StrictWeakCompare comp);
/*! \p set_intersection_by_key performs a key-value intersection operation from set theory.
* \p set_intersection_by_key constructs a sorted range that is the intersection of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_intersection_by_key performs the "intersection" operation from set
* theory: the keys output range contains a copy of every element that is contained in both
* <tt>[keys_first1, keys_last1)</tt> <tt>[keys_first2, keys_last2)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if an element appears \c m times in <tt>[keys_first1, keys_last1)</tt>
* and \c n times in <tt>[keys_first2, keys_last2)</tt> (where \c m may be zero), then it
* appears <tt>min(m,n)</tt> times in the keys output range.
* \p set_intersection_by_key is stable, meaning both that elements are copied from the first
* input range rather than the second, and that the relative order of elements in the output range
* is the same as the first input range.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> to the keys output range,
* the corresponding value element is copied from <tt>[values_first1, values_last1)</tt> to the values
* output range.
*
* This version of \p set_intersection_by_key compares objects using \c operator<.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \note Unlike the other key-value set operations, \p set_intersection_by_key is unique in that it has no
* \c values_first2 parameter because elements from the second input range are never copied to the output range.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam OutputIterator1 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2 is a
* model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to <tt>operator<</tt>. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_intersection_by_key to compute the
* set intersection of two sets of integers sorted in ascending order with their values using the \p thrust::host
* execution policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/execution_policy.h>
* ...
* int A_keys[6] = {1, 3, 5, 7, 9, 11};
* int A_vals[6] = {0, 0, 0, 0, 0, 0};
*
* int B_keys[7] = {1, 1, 2, 3, 5, 8, 13};
*
* int keys_result[7];
* int vals_result[7];
*
* cuda::std::pair<int*,int*> end = thrust::set_intersection_by_key(thrust::host, A_keys, A_keys + 6, B_keys, B_keys
* + 7, A_vals, keys_result, vals_result);
*
* // keys_result is now {1, 3, 5}
* // vals_result is now {0, 0, 0}
* \endcode
*
* \see \p set_union_by_key
* \see \p set_difference_by_key
* \see \p set_symmetric_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy,
typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename OutputIterator1,
typename OutputIterator2>
_CCCL_HOST_DEVICE ::cuda::std::pair<OutputIterator1, OutputIterator2> set_intersection_by_key(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
OutputIterator1 keys_result,
OutputIterator2 values_result);
/*! \p set_intersection_by_key performs a key-value intersection operation from set theory.
* \p set_intersection_by_key constructs a sorted range that is the intersection of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_intersection_by_key performs the "intersection" operation from set
* theory: the keys output range contains a copy of every element that is contained in both
* <tt>[keys_first1, keys_last1)</tt> <tt>[keys_first2, keys_last2)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if an element appears \c m times in <tt>[keys_first1, keys_last1)</tt>
* and \c n times in <tt>[keys_first2, keys_last2)</tt> (where \c m may be zero), then it
* appears <tt>min(m,n)</tt> times in the keys output range.
* \p set_intersection_by_key is stable, meaning both that elements are copied from the first
* input range rather than the second, and that the relative order of elements in the output range
* is the same as the first input range.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> to the keys output range,
* the corresponding value element is copied from <tt>[values_first1, values_last1)</tt> to the values
* output range.
*
* This version of \p set_intersection_by_key compares objects using \c operator<.
*
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \note Unlike the other key-value set operations, \p set_intersection_by_key is unique in that it has no
* \c values_first2 parameter because elements from the second input range are never copied to the output range.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam OutputIterator1 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2 is a
* model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to <tt>operator<</tt>. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_intersection_by_key to compute the
* set intersection of two sets of integers sorted in ascending order with their values.
*
* \code
* #include <thrust/set_operations.h>
* ...
* int A_keys[6] = {1, 3, 5, 7, 9, 11};
* int A_vals[6] = {0, 0, 0, 0, 0, 0};
*
* int B_keys[7] = {1, 1, 2, 3, 5, 8, 13};
*
* int keys_result[7];
* int vals_result[7];
*
* cuda::std::pair<int*,int*> end = thrust::set_intersection_by_key(A_keys, A_keys + 6, B_keys, B_keys + 7, A_vals,
* keys_result, vals_result);
*
* // keys_result is now {1, 3, 5}
* // vals_result is now {0, 0, 0}
* \endcode
*
* \see \p set_union_by_key
* \see \p set_difference_by_key
* \see \p set_symmetric_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename OutputIterator1,
typename OutputIterator2>
::cuda::std::pair<OutputIterator1, OutputIterator2> set_intersection_by_key(
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
OutputIterator1 keys_result,
OutputIterator2 values_result);
/*! \p set_intersection_by_key performs a key-value intersection operation from set theory.
* \p set_intersection_by_key constructs a sorted range that is the intersection of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_intersection_by_key performs the "intersection" operation from set
* theory: the keys output range contains a copy of every element that is contained in both
* <tt>[keys_first1, keys_last1)</tt> <tt>[keys_first2, keys_last2)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if an element appears \c m times in <tt>[keys_first1, keys_last1)</tt>
* and \c n times in <tt>[keys_first2, keys_last2)</tt> (where \c m may be zero), then it
* appears <tt>min(m,n)</tt> times in the keys output range.
* \p set_intersection_by_key is stable, meaning both that elements are copied from the first
* input range rather than the second, and that the relative order of elements in the output range
* is the same as the first input range.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> to the keys output range,
* the corresponding value element is copied from <tt>[values_first1, values_last1)</tt> to the values
* output range.
*
* This version of \p set_intersection_by_key compares objects using a function object \p comp.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \param comp Comparison operator.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \note Unlike the other key-value set operations, \p set_intersection_by_key is unique in that it has no
* \c values_first2 parameter because elements from the second input range are never copied to the output range.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam OutputIterator1 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2 is a
* model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam
* StrictWeakCompare is a model of <a href="https://en.cppreference.com/w/cpp/concepts/strict_weak_order">Strict Weak
* Ordering</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to \p comp. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_intersection_by_key to compute the
* set intersection of two sets of integers sorted in descending order with their values using the
* \p thrust::host execution policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/functional.h>
* #include <thrust/execution_policy.h>
* ...
* int A_keys[6] = {11, 9, 7, 5, 3, 1};
* int A_vals[6] = { 0, 0, 0, 0, 0, 0};
*
* int B_keys[7] = {13, 8, 5, 3, 2, 1, 1};
*
* int keys_result[7];
* int vals_result[7];
*
* cuda::std::pair<int*,int*> end = thrust::set_intersection_by_key(thrust::host, A_keys, A_keys + 6, B_keys, B_keys
* + 7, A_vals, keys_result, vals_result, ::cuda::std::greater<int>());
*
* // keys_result is now {5, 3, 1}
* // vals_result is now {0, 0, 0}
* \endcode
*
* \see \p set_union_by_key
* \see \p set_difference_by_key
* \see \p set_symmetric_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy,
typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename OutputIterator1,
typename OutputIterator2,
typename StrictWeakCompare>
_CCCL_HOST_DEVICE ::cuda::std::pair<OutputIterator1, OutputIterator2> set_intersection_by_key(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
OutputIterator1 keys_result,
OutputIterator2 values_result,
StrictWeakCompare comp);
/*! \p set_intersection_by_key performs a key-value intersection operation from set theory.
* \p set_intersection_by_key constructs a sorted range that is the intersection of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_intersection_by_key performs the "intersection" operation from set
* theory: the keys output range contains a copy of every element that is contained in both
* <tt>[keys_first1, keys_last1)</tt> <tt>[keys_first2, keys_last2)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if an element appears \c m times in <tt>[keys_first1, keys_last1)</tt>
* and \c n times in <tt>[keys_first2, keys_last2)</tt> (where \c m may be zero), then it
* appears <tt>min(m,n)</tt> times in the keys output range.
* \p set_intersection_by_key is stable, meaning both that elements are copied from the first
* input range rather than the second, and that the relative order of elements in the output range
* is the same as the first input range.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> to the keys output range,
* the corresponding value element is copied from <tt>[values_first1, values_last1)</tt> to the values
* output range.
*
* This version of \p set_intersection_by_key compares objects using a function object \p comp.
*
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \param comp Comparison operator.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \note Unlike the other key-value set operations, \p set_intersection_by_key is unique in that it has no
* \c values_first2 parameter because elements from the second input range are never copied to the output range.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam OutputIterator1 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2 is a
* model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam
* StrictWeakCompare is a model of <a href="https://en.cppreference.com/w/cpp/concepts/strict_weak_order">Strict Weak
* Ordering</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to \p comp. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_intersection_by_key to compute the
* set intersection of two sets of integers sorted in descending order with their values.
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/functional.h>
* ...
* int A_keys[6] = {11, 9, 7, 5, 3, 1};
* int A_vals[6] = { 0, 0, 0, 0, 0, 0};
*
* int B_keys[7] = {13, 8, 5, 3, 2, 1, 1};
*
* int keys_result[7];
* int vals_result[7];
*
* cuda::std::pair<int*,int*> end = thrust::set_intersection_by_key(A_keys, A_keys + 6, B_keys, B_keys + 7, A_vals,
* keys_result, vals_result, ::cuda::std::greater<int>());
*
* // keys_result is now {5, 3, 1}
* // vals_result is now {0, 0, 0}
* \endcode
*
* \see \p set_union_by_key
* \see \p set_difference_by_key
* \see \p set_symmetric_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename OutputIterator1,
typename OutputIterator2,
typename StrictWeakCompare>
::cuda::std::pair<OutputIterator1, OutputIterator2> set_intersection_by_key(
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
OutputIterator1 keys_result,
OutputIterator2 values_result,
StrictWeakCompare comp);
/*! \p set_symmetric_difference_by_key performs a key-value symmetric difference operation from set theory.
* \p set_difference_by_key constructs a sorted range that is the symmetric difference of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_symmetric_difference_by_key performs a set theoretic calculation:
* it constructs the union of the two sets A - B and B - A, where A and B are the two
* input ranges. That is, the output range contains a copy of every element that is
* contained in <tt>[keys_first1, keys_last1)</tt> but not <tt>[keys_first2, keys_last1)</tt>, and a copy of
* every element that is contained in <tt>[keys_first2, keys_last2)</tt> but not <tt>[keys_first1, keys_last1)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[keys_first1, keys_last1)</tt> contains \c m elements that are
* equivalent to each other and <tt>[keys_first2, keys_last1)</tt> contains \c n elements that are
* equivalent to them, then <tt>|m - n|</tt> of those elements shall be copied to the output
* range: the last <tt>m - n</tt> elements from <tt>[keys_first1, keys_last1)</tt> if <tt>m > n</tt>, and
* the last <tt>n - m</tt> of these elements from <tt>[keys_first2, keys_last2)</tt> if <tt>m < n</tt>.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> or
* <tt>[keys_first2, keys_last2)</tt> is copied to the keys output range, the
* corresponding value element is copied from the corresponding values input range (beginning at
* \p values_first1 or \p values_first2) to the values output range.
*
* This version of \p set_symmetric_difference_by_key compares key elements using \c operator<.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param values_first2 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam InputIterator4 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>, and \p InputIterator4's \c
* value_type is convertible to a type in \p OutputIterator2's set of \c value_types. \tparam OutputIterator1 is a model
* of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2
* is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to <tt>operator<</tt>. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_symmetric_difference_by_key to compute the
* symmetric difference of two sets of integers sorted in ascending order with their values using the
* \p thrust::host execution policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/execution_policy.h>
* ...
* int A_keys[6] = {0, 1, 2, 2, 4, 6, 7};
* int A_vals[6] = {0, 0, 0, 0, 0, 0, 0};
*
* int B_keys[5] = {1, 1, 2, 5, 8};
* int B_vals[5] = {1, 1, 1, 1, 1};
*
* int keys_result[6];
* int vals_result[6];
*
* cuda::std::pair<int*,int*> end = thrust::set_symmetric_difference_by_key(thrust::host, A_keys, A_keys + 6,
* B_keys, B_keys + 5, A_vals, B_vals, keys_result, vals_result);
* // keys_result is now {0, 4, 5, 6, 7, 8}
* // vals_result is now {0, 0, 1, 0, 0, 1}
* \endcode
*
* \see \p set_union_by_key
* \see \p set_intersection_by_key
* \see \p set_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy,
typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename InputIterator4,
typename OutputIterator1,
typename OutputIterator2>
_CCCL_HOST_DEVICE ::cuda::std::pair<OutputIterator1, OutputIterator2> set_symmetric_difference_by_key(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
InputIterator4 values_first2,
OutputIterator1 keys_result,
OutputIterator2 values_result);
/*! \p set_symmetric_difference_by_key performs a key-value symmetric difference operation from set theory.
* \p set_difference_by_key constructs a sorted range that is the symmetric difference of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_symmetric_difference_by_key performs a set theoretic calculation:
* it constructs the union of the two sets A - B and B - A, where A and B are the two
* input ranges. That is, the output range contains a copy of every element that is
* contained in <tt>[keys_first1, keys_last1)</tt> but not <tt>[keys_first2, keys_last1)</tt>, and a copy of
* every element that is contained in <tt>[keys_first2, keys_last2)</tt> but not <tt>[keys_first1, keys_last1)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[keys_first1, keys_last1)</tt> contains \c m elements that are
* equivalent to each other and <tt>[keys_first2, keys_last1)</tt> contains \c n elements that are
* equivalent to them, then <tt>|m - n|</tt> of those elements shall be copied to the output
* range: the last <tt>m - n</tt> elements from <tt>[keys_first1, keys_last1)</tt> if <tt>m > n</tt>, and
* the last <tt>n - m</tt> of these elements from <tt>[keys_first2, keys_last2)</tt> if <tt>m < n</tt>.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> or
* <tt>[keys_first2, keys_last2)</tt> is copied to the keys output range, the
* corresponding value element is copied from the corresponding values input range (beginning at
* \p values_first1 or \p values_first2) to the values output range.
*
* This version of \p set_symmetric_difference_by_key compares key elements using \c operator<.
*
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param values_first2 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam InputIterator4 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>, and \p InputIterator4's \c
* value_type is convertible to a type in \p OutputIterator2's set of \c value_types. \tparam OutputIterator1 is a model
* of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2
* is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to <tt>operator<</tt>. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_symmetric_difference_by_key to compute the
* symmetric difference of two sets of integers sorted in ascending order with their values.
*
* \code
* #include <thrust/set_operations.h>
* ...
* int A_keys[6] = {0, 1, 2, 2, 4, 6, 7};
* int A_vals[6] = {0, 0, 0, 0, 0, 0, 0};
*
* int B_keys[5] = {1, 1, 2, 5, 8};
* int B_vals[5] = {1, 1, 1, 1, 1};
*
* int keys_result[6];
* int vals_result[6];
*
* cuda::std::pair<int*,int*> end = thrust::set_symmetric_difference_by_key(A_keys, A_keys + 6, B_keys, B_keys + 5,
* A_vals, B_vals, keys_result, vals_result);
* // keys_result is now {0, 4, 5, 6, 7, 8}
* // vals_result is now {0, 0, 1, 0, 0, 1}
* \endcode
*
* \see \p set_union_by_key
* \see \p set_intersection_by_key
* \see \p set_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename InputIterator4,
typename OutputIterator1,
typename OutputIterator2>
::cuda::std::pair<OutputIterator1, OutputIterator2> set_symmetric_difference_by_key(
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
InputIterator4 values_first2,
OutputIterator1 keys_result,
OutputIterator2 values_result);
/*! \p set_symmetric_difference_by_key performs a key-value symmetric difference operation from set theory.
* \p set_difference_by_key constructs a sorted range that is the symmetric difference of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_symmetric_difference_by_key performs a set theoretic calculation:
* it constructs the union of the two sets A - B and B - A, where A and B are the two
* input ranges. That is, the output range contains a copy of every element that is
* contained in <tt>[keys_first1, keys_last1)</tt> but not <tt>[keys_first2, keys_last1)</tt>, and a copy of
* every element that is contained in <tt>[keys_first2, keys_last2)</tt> but not <tt>[keys_first1, keys_last1)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[keys_first1, keys_last1)</tt> contains \c m elements that are
* equivalent to each other and <tt>[keys_first2, keys_last1)</tt> contains \c n elements that are
* equivalent to them, then <tt>|m - n|</tt> of those elements shall be copied to the output
* range: the last <tt>m - n</tt> elements from <tt>[keys_first1, keys_last1)</tt> if <tt>m > n</tt>, and
* the last <tt>n - m</tt> of these elements from <tt>[keys_first2, keys_last2)</tt> if <tt>m < n</tt>.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> or
* <tt>[keys_first2, keys_last2)</tt> is copied to the keys output range, the
* corresponding value element is copied from the corresponding values input range (beginning at
* \p values_first1 or \p values_first2) to the values output range.
*
* This version of \p set_symmetric_difference_by_key compares key elements using a function object \c comp.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param values_first2 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \param comp Comparison operator.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam InputIterator4 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>, and \p InputIterator4's \c
* value_type is convertible to a type in \p OutputIterator2's set of \c value_types. \tparam OutputIterator1 is a model
* of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2
* is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam
* StrictWeakCompare is a model of <a href="https://en.cppreference.com/w/cpp/concepts/strict_weak_order">Strict Weak
* Ordering</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to \p comp. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_symmetric_difference_by_key to compute the
* symmetric difference of two sets of integers sorted in descending order with their values using the
* \p thrust::host execution policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/functional.h>
* #include <thrust/execution_policy.h>
* ...
* int A_keys[6] = {7, 6, 4, 2, 2, 1, 0};
* int A_vals[6] = {0, 0, 0, 0, 0, 0, 0};
*
* int B_keys[5] = {8, 5, 2, 1, 1};
* int B_vals[5] = {1, 1, 1, 1, 1};
*
* int keys_result[6];
* int vals_result[6];
*
* cuda::std::pair<int*,int*> end = thrust::set_symmetric_difference_by_key(thrust::host, A_keys, A_keys + 6,
* B_keys, B_keys + 5, A_vals, B_vals, keys_result, vals_result);
* // keys_result is now {8, 7, 6, 5, 4, 0}
* // vals_result is now {1, 0, 0, 1, 0, 0}
* \endcode
*
* \see \p set_union_by_key
* \see \p set_intersection_by_key
* \see \p set_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy,
typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename InputIterator4,
typename OutputIterator1,
typename OutputIterator2,
typename StrictWeakCompare>
_CCCL_HOST_DEVICE ::cuda::std::pair<OutputIterator1, OutputIterator2> set_symmetric_difference_by_key(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
InputIterator4 values_first2,
OutputIterator1 keys_result,
OutputIterator2 values_result,
StrictWeakCompare comp);
/*! \p set_symmetric_difference_by_key performs a key-value symmetric difference operation from set theory.
* \p set_difference_by_key constructs a sorted range that is the symmetric difference of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_symmetric_difference_by_key performs a set theoretic calculation:
* it constructs the union of the two sets A - B and B - A, where A and B are the two
* input ranges. That is, the output range contains a copy of every element that is
* contained in <tt>[keys_first1, keys_last1)</tt> but not <tt>[keys_first2, keys_last1)</tt>, and a copy of
* every element that is contained in <tt>[keys_first2, keys_last2)</tt> but not <tt>[keys_first1, keys_last1)</tt>.
* The general case is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[keys_first1, keys_last1)</tt> contains \c m elements that are
* equivalent to each other and <tt>[keys_first2, keys_last1)</tt> contains \c n elements that are
* equivalent to them, then <tt>|m - n|</tt> of those elements shall be copied to the output
* range: the last <tt>m - n</tt> elements from <tt>[keys_first1, keys_last1)</tt> if <tt>m > n</tt>, and
* the last <tt>n - m</tt> of these elements from <tt>[keys_first2, keys_last2)</tt> if <tt>m < n</tt>.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> or
* <tt>[keys_first2, keys_last2)</tt> is copied to the keys output range, the
* corresponding value element is copied from the corresponding values input range (beginning at
* \p values_first1 or \p values_first2) to the values output range.
*
* This version of \p set_symmetric_difference_by_key compares key elements using a function object \c comp.
*
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param values_first2 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \param comp Comparison operator.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam InputIterator4 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>, and \p InputIterator4's \c
* value_type is convertible to a type in \p OutputIterator2's set of \c value_types. \tparam OutputIterator1 is a model
* of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2
* is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam
* StrictWeakCompare is a model of <a href="https://en.cppreference.com/w/cpp/concepts/strict_weak_order">Strict Weak
* Ordering</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to \p comp. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_symmetric_difference_by_key to compute the
* symmetric difference of two sets of integers sorted in descending order with their values.
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/functional.h>
* ...
* int A_keys[6] = {7, 6, 4, 2, 2, 1, 0};
* int A_vals[6] = {0, 0, 0, 0, 0, 0, 0};
*
* int B_keys[5] = {8, 5, 2, 1, 1};
* int B_vals[5] = {1, 1, 1, 1, 1};
*
* int keys_result[6];
* int vals_result[6];
*
* cuda::std::pair<int*,int*> end = thrust::set_symmetric_difference_by_key(A_keys, A_keys + 6, B_keys, B_keys + 5,
* A_vals, B_vals, keys_result, vals_result);
* // keys_result is now {8, 7, 6, 5, 4, 0}
* // vals_result is now {1, 0, 0, 1, 0, 0}
* \endcode
*
* \see \p set_union_by_key
* \see \p set_intersection_by_key
* \see \p set_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename InputIterator4,
typename OutputIterator1,
typename OutputIterator2,
typename StrictWeakCompare>
::cuda::std::pair<OutputIterator1, OutputIterator2> set_symmetric_difference_by_key(
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
InputIterator4 values_first2,
OutputIterator1 keys_result,
OutputIterator2 values_result,
StrictWeakCompare comp);
/*! \p set_union_by_key performs a key-value union operation from set theory.
* \p set_union_by_key constructs a sorted range that is the union of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_union_by_key performs the "union" operation from set theory:
* the output range contains a copy of every element that is contained in
* <tt>[keys_first1, keys_last1)</tt>, <tt>[keys_first2, keys_last1)</tt>, or both. The general case
* is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[keys_first1, keys_last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[keys_first2, keys_last2)</tt> contains \c n
* elements that are equivalent to them, then all \c m elements from the first
* range shall be copied to the output range, in order, and then <tt>max(n - m, 0)</tt>
* elements from the second range shall be copied to the output, in order.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> or
* <tt>[keys_first2, keys_last2)</tt> is copied to the keys output range, the
* corresponding value element is copied from the corresponding values input range (beginning at
* \p values_first1 or \p values_first2) to the values output range.
*
* This version of \p set_union_by_key compares key elements using \c operator<.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param values_first2 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam InputIterator4 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>, and \p InputIterator4's \c
* value_type is convertible to a type in \p OutputIterator2's set of \c value_types. \tparam OutputIterator1 is a model
* of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2
* is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to <tt>operator<</tt>. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_symmetric_difference_by_key to compute the
* symmetric difference of two sets of integers sorted in ascending order with their values using the
* \p thrust::host execution policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/execution_policy.h>
* ...
* int A_keys[6] = {0, 2, 4, 6, 8, 10, 12};
* int A_vals[6] = {0, 0, 0, 0, 0, 0, 0};
*
* int B_keys[5] = {1, 3, 5, 7, 9};
* int B_vals[5] = {1, 1, 1, 1, 1};
*
* int keys_result[11];
* int vals_result[11];
*
* cuda::std::pair<int*,int*> end = thrust::set_symmetric_difference_by_key(thrust::host, A_keys, A_keys + 6,
* B_keys, B_keys + 5, A_vals, B_vals, keys_result, vals_result);
* // keys_result is now {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12}
* // vals_result is now {0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 0}
* \endcode
*
* \see \p set_symmetric_difference_by_key
* \see \p set_intersection_by_key
* \see \p set_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy,
typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename InputIterator4,
typename OutputIterator1,
typename OutputIterator2>
_CCCL_HOST_DEVICE ::cuda::std::pair<OutputIterator1, OutputIterator2> set_union_by_key(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
InputIterator4 values_first2,
OutputIterator1 keys_result,
OutputIterator2 values_result);
/*! \p set_union_by_key performs a key-value union operation from set theory.
* \p set_union_by_key constructs a sorted range that is the union of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_union_by_key performs the "union" operation from set theory:
* the output range contains a copy of every element that is contained in
* <tt>[keys_first1, keys_last1)</tt>, <tt>[keys_first2, keys_last1)</tt>, or both. The general case
* is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[keys_first1, keys_last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[keys_first2, keys_last2)</tt> contains \c n
* elements that are equivalent to them, then all \c m elements from the first
* range shall be copied to the output range, in order, and then <tt>max(n - m, 0)</tt>
* elements from the second range shall be copied to the output, in order.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> or
* <tt>[keys_first2, keys_last2)</tt> is copied to the keys output range, the
* corresponding value element is copied from the corresponding values input range (beginning at
* \p values_first1 or \p values_first2) to the values output range.
*
* This version of \p set_union_by_key compares key elements using \c operator<.
*
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param values_first2 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam InputIterator4 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>, and \p InputIterator4's \c
* value_type is convertible to a type in \p OutputIterator2's set of \c value_types. \tparam OutputIterator1 is a model
* of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2
* is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to <tt>operator<</tt>. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_symmetric_difference_by_key to compute the
* symmetric difference of two sets of integers sorted in ascending order with their values.
*
* \code
* #include <thrust/set_operations.h>
* ...
* int A_keys[6] = {0, 2, 4, 6, 8, 10, 12};
* int A_vals[6] = {0, 0, 0, 0, 0, 0, 0};
*
* int B_keys[5] = {1, 3, 5, 7, 9};
* int B_vals[5] = {1, 1, 1, 1, 1};
*
* int keys_result[11];
* int vals_result[11];
*
* cuda::std::pair<int*,int*> end = thrust::set_symmetric_difference_by_key(A_keys, A_keys + 6, B_keys, B_keys + 5,
* A_vals, B_vals, keys_result, vals_result);
* // keys_result is now {0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 12}
* // vals_result is now {0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 0}
* \endcode
*
* \see \p set_symmetric_difference_by_key
* \see \p set_intersection_by_key
* \see \p set_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename InputIterator4,
typename OutputIterator1,
typename OutputIterator2>
::cuda::std::pair<OutputIterator1, OutputIterator2> set_union_by_key(
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
InputIterator4 values_first2,
OutputIterator1 keys_result,
OutputIterator2 values_result);
/*! \p set_union_by_key performs a key-value union operation from set theory.
* \p set_union_by_key constructs a sorted range that is the union of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_union_by_key performs the "union" operation from set theory:
* the output range contains a copy of every element that is contained in
* <tt>[keys_first1, keys_last1)</tt>, <tt>[keys_first2, keys_last1)</tt>, or both. The general case
* is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[keys_first1, keys_last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[keys_first2, keys_last2)</tt> contains \c n
* elements that are equivalent to them, then all \c m elements from the first
* range shall be copied to the output range, in order, and then <tt>max(n - m, 0)</tt>
* elements from the second range shall be copied to the output, in order.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> or
* <tt>[keys_first2, keys_last2)</tt> is copied to the keys output range, the
* corresponding value element is copied from the corresponding values input range (beginning at
* \p values_first1 or \p values_first2) to the values output range.
*
* This version of \p set_union_by_key compares key elements using a function object \c comp.
*
* The algorithm's execution is parallelized as determined by \p exec.
*
* \param exec The execution policy to use for parallelization.
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param values_first2 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \param comp Comparison operator.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \tparam DerivedPolicy The name of the derived execution policy.
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam InputIterator4 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>, and \p InputIterator4's \c
* value_type is convertible to a type in \p OutputIterator2's set of \c value_types. \tparam OutputIterator1 is a model
* of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2
* is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam
* StrictWeakCompare is a model of <a href="https://en.cppreference.com/w/cpp/concepts/strict_weak_order">Strict Weak
* Ordering</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to \p comp. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_symmetric_difference_by_key to compute the
* symmetric difference of two sets of integers sorted in descending order with their values using the
* \p thrust::host execution policy for parallelization:
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/functional.h>
* #include <thrust/execution_policy.h>
* ...
* int A_keys[6] = {12, 10, 8, 6, 4, 2, 0};
* int A_vals[6] = { 0, 0, 0, 0, 0, 0, 0};
*
* int B_keys[5] = {9, 7, 5, 3, 1};
* int B_vals[5] = {1, 1, 1, 1, 1};
*
* int keys_result[11];
* int vals_result[11];
*
* cuda::std::pair<int*,int*> end = thrust::set_symmetric_difference_by_key(thrust::host, A_keys, A_keys + 6,
* B_keys, B_keys + 5, A_vals, B_vals, keys_result, vals_result, ::cuda::std::greater<int>());
* // keys_result is now {12, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0}
* // vals_result is now { 0, 1, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0}
* \endcode
*
* \see \p set_symmetric_difference_by_key
* \see \p set_intersection_by_key
* \see \p set_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename DerivedPolicy,
typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename InputIterator4,
typename OutputIterator1,
typename OutputIterator2,
typename StrictWeakCompare>
_CCCL_HOST_DEVICE ::cuda::std::pair<OutputIterator1, OutputIterator2> set_union_by_key(
const thrust::detail::execution_policy_base<DerivedPolicy>& exec,
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
InputIterator4 values_first2,
OutputIterator1 keys_result,
OutputIterator2 values_result,
StrictWeakCompare comp);
/*! \p set_union_by_key performs a key-value union operation from set theory.
* \p set_union_by_key constructs a sorted range that is the union of the sorted
* ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt>. Associated
* with each element from the input and output key ranges is a value element. The associated input
* value ranges need not be sorted.
*
* In the simplest case, \p set_union_by_key performs the "union" operation from set theory:
* the output range contains a copy of every element that is contained in
* <tt>[keys_first1, keys_last1)</tt>, <tt>[keys_first2, keys_last1)</tt>, or both. The general case
* is more complicated, because the input ranges may contain duplicate elements.
* The generalization is that if <tt>[keys_first1, keys_last1)</tt> contains \c m elements
* that are equivalent to each other and if <tt>[keys_first2, keys_last2)</tt> contains \c n
* elements that are equivalent to them, then all \c m elements from the first
* range shall be copied to the output range, in order, and then <tt>max(n - m, 0)</tt>
* elements from the second range shall be copied to the output, in order.
*
* Each time a key element is copied from <tt>[keys_first1, keys_last1)</tt> or
* <tt>[keys_first2, keys_last2)</tt> is copied to the keys output range, the
* corresponding value element is copied from the corresponding values input range (beginning at
* \p values_first1 or \p values_first2) to the values output range.
*
* This version of \p set_union_by_key compares key elements using a function object \c comp.
*
* \param keys_first1 The beginning of the first input range of keys.
* \param keys_last1 The end of the first input range of keys.
* \param keys_first2 The beginning of the second input range of keys.
* \param keys_last2 The end of the second input range of keys.
* \param values_first1 The beginning of the first input range of values.
* \param values_first2 The beginning of the first input range of values.
* \param keys_result The beginning of the output range of keys.
* \param values_result The beginning of the output range of values.
* \param comp Comparison operator.
* \return A \p pair \c p such that <tt>p.first</tt> is the end of the output range of keys,
* and such that <tt>p.second</tt> is the end of the output range of values.
*
* \tparam InputIterator1 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input
* Iterator</a>, \p InputIterator1 and \p InputIterator2 have the same \c value_type, \p InputIterator1's \c value_type
* is a model of <a href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the
* ordering on \p InputIterator1's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator1's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator2 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* \p InputIterator2 and \p InputIterator1 have the same \c value_type,
* \p InputIterator2's \c value_type is a model of <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a>, the ordering on \p
* InputIterator2's \c value_type is a strict weak ordering, as defined in the <a
* href="https://en.cppreference.com/w/cpp/named_req/LessThanComparable">LessThan Comparable</a> requirements, and \p
* InputIterator2's \c value_type is convertible to a type in \p OutputIterator's set of \c value_types. \tparam
* InputIterator3 is a model of <a href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>,
* and \p InputIterator3's \c value_type is convertible to a type in \p OutputIterator2's set of \c
* value_types. \tparam InputIterator4 is a model of <a
* href="https://en.cppreference.com/w/cpp/iterator/input_iterator">Input Iterator</a>, and \p InputIterator4's \c
* value_type is convertible to a type in \p OutputIterator2's set of \c value_types. \tparam OutputIterator1 is a model
* of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam OutputIterator2
* is a model of <a href="https://en.cppreference.com/w/cpp/iterator/output_iterator">Output Iterator</a>. \tparam
* StrictWeakCompare is a model of <a href="https://en.cppreference.com/w/cpp/concepts/strict_weak_order">Strict Weak
* Ordering</a>.
*
* \pre The ranges <tt>[keys_first1, keys_last1)</tt> and <tt>[keys_first2, keys_last2)</tt> shall be sorted with
* respect to \p comp. \pre The resulting ranges shall not overlap with any input range.
*
* The following code snippet demonstrates how to use \p set_symmetric_difference_by_key to compute the
* symmetric difference of two sets of integers sorted in descending order with their values.
*
* \code
* #include <thrust/set_operations.h>
* #include <thrust/functional.h>
* ...
* int A_keys[6] = {12, 10, 8, 6, 4, 2, 0};
* int A_vals[6] = { 0, 0, 0, 0, 0, 0, 0};
*
* int B_keys[5] = {9, 7, 5, 3, 1};
* int B_vals[5] = {1, 1, 1, 1, 1};
*
* int keys_result[11];
* int vals_result[11];
*
* cuda::std::pair<int*,int*> end = thrust::set_symmetric_difference_by_key(A_keys, A_keys + 6, B_keys, B_keys + 5,
* A_vals, B_vals, keys_result, vals_result, ::cuda::std::greater<int>());
* // keys_result is now {12, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0}
* // vals_result is now { 0, 1, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0}
* \endcode
*
* \see \p set_symmetric_difference_by_key
* \see \p set_intersection_by_key
* \see \p set_difference_by_key
* \see \p sort_by_key
* \see \p is_sorted
*
* \verbatim embed:rst:leading-asterisk
* .. versionadded:: 2.2.0
* \endverbatim
*/
template <typename InputIterator1,
typename InputIterator2,
typename InputIterator3,
typename InputIterator4,
typename OutputIterator1,
typename OutputIterator2,
typename StrictWeakCompare>
::cuda::std::pair<OutputIterator1, OutputIterator2> set_union_by_key(
InputIterator1 keys_first1,
InputIterator1 keys_last1,
InputIterator2 keys_first2,
InputIterator2 keys_last2,
InputIterator3 values_first1,
InputIterator4 values_first2,
OutputIterator1 keys_result,
OutputIterator2 values_result,
StrictWeakCompare comp);
/*! \} // end set_operations
*/
THRUST_NAMESPACE_END
#include <thrust/detail/set_operations.inl>