// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. #include #include #include #include #include #include #include #include #include #include LOG_SETUP("dense_hamming_distance_function_test"); using namespace vespalib; using namespace vespalib::eval; using namespace vespalib::eval::test; const ValueBuilderFactory &prod_factory = FastValueBuilderFactory::get(); struct FunInfo { using LookFor = DenseHammingDistance; void verify(const LookFor &fun) const { EXPECT_TRUE(fun.result_is_mutable()); } }; void assertOptimized(const vespalib::string &expr) { CellTypeSpace just_int8({CellType::INT8}, 2); EvalFixture::verify(expr, {FunInfo{}}, just_int8); CellTypeSpace just_double({CellType::DOUBLE}, 2); EvalFixture::verify(expr, {}, just_double); } void assertNotOptimized(const vespalib::string &expr) { CellTypeSpace just_int8({CellType::INT8}, 2); EvalFixture::verify(expr, {}, just_int8); } TEST(DenseHammingDistanceOptimizer, hamming_distance_works_with_tensor_function) { assertOptimized("reduce(hamming(x5$1,x5$2),sum)"); assertOptimized("reduce(hamming(x5$1,x5$2),sum,x)"); assertOptimized("reduce(join(x5$1,x5$2,f(x,y)(hamming(x,y))),sum)"); assertOptimized("reduce(join(x5$1,x5$2,f(x,y)(hamming(x,y))),sum,x)"); } TEST(DenseHammingDistanceOptimizer, hamming_distance_with_compatible_dimensions_is_optimized) { // various vector sizes assertOptimized("reduce(hamming(x1$1,x1$2),sum)"); assertOptimized("reduce(hamming(x3$1,x3$2),sum)"); assertOptimized("reduce(hamming(x7$1,x7$2),sum)"); assertOptimized("reduce(hamming(x8$1,x8$2),sum)"); assertOptimized("reduce(hamming(x9$1,x9$2),sum)"); assertOptimized("reduce(hamming(x17$1,x17$2),sum)"); // multiple dimensions assertOptimized("reduce(hamming(x3y3$1,x3y3$2),sum)"); assertOptimized("reduce(hamming(x3y4$1,x3y4$2),sum)"); // with trivial dimensions assertOptimized("reduce(hamming(a1x3$1,x3$2),sum)"); assertOptimized("reduce(hamming(x3$1z1,x3$2),sum)"); assertOptimized("reduce(hamming(a1x3$1,b1x3$2z1),sum)"); } TEST(DenseHammingDistanceOptimizer, hamming_distance_with_mapped_dimensions_is_NOT_optimized) { assertNotOptimized("reduce(hamming(x3_1$1,x3_1$2),sum)"); assertNotOptimized("reduce(hamming(x3_1y2$1,x3_1y2$2),sum)"); } TEST(DenseHammingDistanceOptimizer, hamming_distance_with_incompatible_dimensions_is_NOT_optimized) { assertNotOptimized("reduce(hamming(x3,y3),sum)"); assertNotOptimized("reduce(hamming(y3,x3),sum)"); assertNotOptimized("reduce(hamming(x3,x3y3),sum)"); assertNotOptimized("reduce(hamming(x3y3,x3),sum)"); } TEST(DenseHammingDistanceOptimizer, expressions_similar_to_hamming_distance_are_not_optimized) { assertNotOptimized("reduce(hamming(x3$1,x3$2),prod)"); } TEST(DenseHammingDistanceOptimizer, result_must_be_double_to_trigger_optimization) { assertOptimized("reduce(hamming(x3y3$1,x3y3$2),sum,x,y)"); assertNotOptimized("reduce(hamming(x3y3$1,x3y3$2),sum,x)"); assertNotOptimized("reduce(hamming(x3y3$1,x3y3$2),sum,y)"); } //----------------------------------------------------------------------------- GTEST_MAIN_RUN_ALL_TESTS()