// Copyright 2018 Yahoo Holdings. 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 #include using namespace vespalib; using namespace vespalib::eval; using namespace vespalib::eval::test; using namespace vespalib::tensor; using namespace vespalib::eval::tensor_function; const TensorEngine &prod_engine = DefaultTensorEngine::ref(); EvalFixture::ParamRepo make_params() { return EvalFixture::ParamRepo() .add("x5", spec({x(5)}, N())) .add_mutable("_d", spec(5.0)) .add_mutable("_x5", spec({x(5)}, N())) .add_mutable("_x5f", spec(float_cells({x(5)}), N())) .add_mutable("_x5y3", spec({x(5),y(3)}, N())) .add_mutable("_x_m", spec({x({"a", "b", "c"})}, N())); } EvalFixture::ParamRepo param_repo = make_params(); void verify_optimized(const vespalib::string &expr, size_t cnt) { EvalFixture fixture(prod_engine, expr, param_repo, true, true); EXPECT_EQUAL(fixture.result(), EvalFixture::ref(expr, param_repo)); EXPECT_EQUAL(fixture.get_param(0), fixture.result()); auto info = fixture.find_all(); ASSERT_EQUAL(info.size(), cnt); for (size_t i = 0; i < cnt; ++i) { EXPECT_TRUE(info[i]->result_is_mutable()); } } void verify_not_optimized(const vespalib::string &expr) { EvalFixture fixture(prod_engine, expr, param_repo, true, true); EXPECT_EQUAL(fixture.result(), EvalFixture::ref(expr, param_repo)); EXPECT_NOT_EQUAL(fixture.get_param(0), fixture.result()); auto info = fixture.find_all(); EXPECT_TRUE(info.empty()); } TEST("require that mutable dense concrete tensors are optimized") { TEST_DO(verify_optimized("map(_x5,f(x)(x+10))", 1)); TEST_DO(verify_optimized("map(_x5y3,f(x)(x+10))", 1)); } TEST("require that inplace map operations can be chained") { TEST_DO(verify_optimized("map(map(_x5,f(x)(x+10)),f(x)(x-5))", 2)); } TEST("require that non-mutable tensors are not optimized") { TEST_DO(verify_not_optimized("map(x5,f(x)(x+10))")); } TEST("require that scalar values are not optimized") { TEST_DO(verify_not_optimized("map(_d,f(x)(x+10))")); } TEST("require that mapped tensors are not optimized") { TEST_DO(verify_not_optimized("map(_x_m,f(x)(x+10))")); } TEST("require that optimization is disabled for tensors with non-double cells") { TEST_DO(verify_not_optimized("map(_x5f,f(x)(x+10))")); } TEST_MAIN() { TEST_RUN_ALL(); }