#include #include #include #include #include template struct is_equal_div_10_reduce { _CCCL_HOST_DEVICE bool operator()(const T x, const T& y) const { return ((int) x / 10) == ((int) y / 10); } }; template void initialize_keys(Vector& keys) { keys.resize(9); keys = {11, 11, 21, 20, 21, 21, 21, 37, 37}; } template void initialize_values(Vector& values) { values.resize(9); values = {0, 1, 2, 3, 4, 5, 6, 7, 8}; } template void TestReduceByKeySimple() { using T = typename Vector::value_type; Vector keys; Vector values; typename cuda::std::pair new_last; // basic test initialize_keys(keys); initialize_values(values); Vector output_keys(keys.size()); Vector output_values(values.size()); new_last = thrust::reduce_by_key(keys.begin(), keys.end(), values.begin(), output_keys.begin(), output_values.begin()); ASSERT_EQUAL(new_last.first - output_keys.begin(), 5); output_keys.resize(new_last.first - output_keys.begin()); ASSERT_EQUAL(new_last.second - output_values.begin(), 5); output_values.resize(new_last.second - output_values.begin()); Vector ref_keys{11, 21, 20, 21, 37}; ASSERT_EQUAL(output_keys, ref_keys); Vector ref_values{1, 2, 3, 15, 15}; ASSERT_EQUAL(output_values, ref_values); // test BinaryPredicate initialize_keys(keys); initialize_values(values); new_last = thrust::reduce_by_key( keys.begin(), keys.end(), values.begin(), output_keys.begin(), output_values.begin(), is_equal_div_10_reduce()); ASSERT_EQUAL(new_last.first - output_keys.begin(), 3); output_keys.resize(new_last.first - output_keys.begin()); ASSERT_EQUAL(new_last.second - output_values.begin(), 3); output_values.resize(new_last.second - output_values.begin()); ref_keys = {11, 21, 37}; ASSERT_EQUAL(output_keys, ref_keys); ref_values = {1, 20, 15}; ASSERT_EQUAL(output_values, ref_values); // test BinaryFunction initialize_keys(keys); initialize_values(values); output_keys.resize(keys.size()); output_values.resize(values.size()); new_last = thrust::reduce_by_key( keys.begin(), keys.end(), values.begin(), output_keys.begin(), output_values.begin(), ::cuda::std::equal_to(), ::cuda::std::plus()); ASSERT_EQUAL(new_last.first - output_keys.begin(), 5); output_keys.resize(new_last.first - output_keys.begin()); ASSERT_EQUAL(new_last.second - output_values.begin(), 5); output_values.resize(new_last.second - output_values.begin()); ref_keys = {11, 21, 20, 21, 37}; ASSERT_EQUAL(output_keys, ref_keys); ref_values = {1, 2, 3, 15, 15}; ASSERT_EQUAL(output_values, ref_values); } DECLARE_INTEGRAL_VECTOR_UNITTEST(TestReduceByKeySimple); template struct TestReduceByKey { void operator()(const size_t n) { using V = unsigned int; // ValueType thrust::host_vector h_keys = unittest::random_integers(n); thrust::host_vector h_vals = unittest::random_integers(n); thrust::device_vector d_keys = h_keys; thrust::device_vector d_vals = h_vals; thrust::host_vector h_keys_output(n); thrust::host_vector h_vals_output(n); thrust::device_vector d_keys_output(n); thrust::device_vector d_vals_output(n); using HostKeyIterator = typename thrust::host_vector::iterator; using HostValIterator = typename thrust::host_vector::iterator; using DeviceKeyIterator = typename thrust::device_vector::iterator; using DeviceValIterator = typename thrust::device_vector::iterator; using HostIteratorPair = typename cuda::std::pair; using DeviceIteratorPair = typename cuda::std::pair; HostIteratorPair h_last = thrust::reduce_by_key(h_keys.begin(), h_keys.end(), h_vals.begin(), h_keys_output.begin(), h_vals_output.begin()); DeviceIteratorPair d_last = thrust::reduce_by_key(d_keys.begin(), d_keys.end(), d_vals.begin(), d_keys_output.begin(), d_vals_output.begin()); ASSERT_EQUAL(h_last.first - h_keys_output.begin(), d_last.first - d_keys_output.begin()); ASSERT_EQUAL(h_last.second - h_vals_output.begin(), d_last.second - d_vals_output.begin()); size_t N = h_last.first - h_keys_output.begin(); h_keys_output.resize(N); h_vals_output.resize(N); d_keys_output.resize(N); d_vals_output.resize(N); ASSERT_EQUAL(h_keys_output, d_keys_output); ASSERT_EQUAL(h_vals_output, d_vals_output); } }; VariableUnitTest TestReduceByKeyInstance; template struct TestReduceByKeyToDiscardIterator { void operator()(const size_t n) { using V = unsigned int; // ValueType thrust::host_vector h_keys = unittest::random_integers(n); thrust::host_vector h_vals = unittest::random_integers(n); thrust::device_vector d_keys = h_keys; thrust::device_vector d_vals = h_vals; thrust::host_vector h_keys_output(n); thrust::host_vector h_vals_output(n); thrust::device_vector d_keys_output(n); thrust::device_vector d_vals_output(n); thrust::host_vector unique_keys = h_keys; unique_keys.erase(thrust::unique(unique_keys.begin(), unique_keys.end()), unique_keys.end()); // discard key output size_t h_size = thrust::reduce_by_key( h_keys.begin(), h_keys.end(), h_vals.begin(), thrust::make_discard_iterator(), h_vals_output.begin()) .second - h_vals_output.begin(); size_t d_size = thrust::reduce_by_key( d_keys.begin(), d_keys.end(), d_vals.begin(), thrust::make_discard_iterator(), d_vals_output.begin()) .second - d_vals_output.begin(); h_vals_output.resize(h_size); d_vals_output.resize(d_size); ASSERT_EQUAL(h_vals_output.size(), unique_keys.size()); ASSERT_EQUAL(d_vals_output.size(), unique_keys.size()); ASSERT_EQUAL(d_vals_output.size(), h_vals_output.size()); } }; VariableUnitTest TestReduceByKeyToDiscardIteratorInstance; template cuda::std::pair reduce_by_key( my_system& system, InputIterator1, InputIterator1, InputIterator2, OutputIterator1 keys_output, OutputIterator2 values_output) { system.validate_dispatch(); return cuda::std::make_pair(keys_output, values_output); } void TestReduceByKeyDispatchExplicit() { thrust::device_vector vec(1); my_system sys(0); thrust::reduce_by_key(sys, vec.begin(), vec.begin(), vec.begin(), vec.begin(), vec.begin()); ASSERT_EQUAL(true, sys.is_valid()); } DECLARE_UNITTEST(TestReduceByKeyDispatchExplicit); template cuda::std::pair reduce_by_key( my_tag, InputIterator1, InputIterator1, InputIterator2, OutputIterator1 keys_output, OutputIterator2 values_output) { *keys_output = 13; return cuda::std::make_pair(keys_output, values_output); } void TestReduceByKeyDispatchImplicit() { thrust::device_vector vec(1); thrust::reduce_by_key( thrust::retag(vec.begin()), thrust::retag(vec.begin()), thrust::retag(vec.begin()), thrust::retag(vec.begin()), thrust::retag(vec.begin())); ASSERT_EQUAL(13, vec.front()); } DECLARE_UNITTEST(TestReduceByKeyDispatchImplicit);