// Copyright 2022 DeepMind Technologies Limited // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. // Tests for engine/engine_util_sparse.c #include "src/engine/engine_util_sparse.h" #include #include #include "test/fixture.h" namespace mujoco { namespace { using ::testing::ElementsAre; using EngineUtilSparseTest = MujocoTest; TEST_F(EngineUtilSparseTest, MjuDot) { mjtNum a[] = {1, 2, 3, 4, 5, 6, 7}; mjtNum b[] = {7, 0, 6, 0, 0, 5, 0, 0, 0, 4, 0, 0, 0, 3, 0, 0, 2, 0, 1}; int i[] = {0, 2, 5, 9, 13, 16, 18}; // test various vector lengths as mju_dotSparse adds numbers in groups of four EXPECT_EQ(mju_dotSparse(a, b, 0, i), 0); EXPECT_EQ(mju_dotSparse(a, b, 1, i), 7); EXPECT_EQ(mju_dotSparse(a, b, 2, i), 7 + 2*6); EXPECT_EQ(mju_dotSparse(a, b, 3, i), 7 + 2*6 + 3*5); EXPECT_EQ(mju_dotSparse(a, b, 4, i), 7 + 2*6 + 3*5 + 4*4); EXPECT_EQ(mju_dotSparse(a, b, 5, i), 7 + 2*6 + 3*5 + 4*4 + 5*3); EXPECT_EQ(mju_dotSparse(a, b, 6, i), 7 + 2*6 + 3*5 + 4*4 + 5*3 + 6*2); EXPECT_EQ(mju_dotSparse(a, b, 7, i), 7 + 2*6 + 3*5 + 4*4 + 5*3 + 6*2 + 7); } TEST_F(EngineUtilSparseTest, MjuTranspose3by3) { // 1 2 0 1 0 0 // 0 1 0 --> 2 1 3 // 0 3 0 0 0 0 mjtNum mat[] = {1, 2, 1, 3}; int colind[] = {0, 1, 1, 1}; int rownnz[] = {2, 1, 1}; int rowadr[] = {0, 2, 3}; mjtNum matT[] = {0, 0, 0, 0}; int colindT[] = {0, 0, 0, 0}; int rownnzT[] = {0, 0, 0}; int rowadrT[] = {0, 0, 0}; mju_transposeSparse(matT, mat, 3, 3, rownnzT, rowadrT, colindT, rownnz, rowadr, colind); EXPECT_THAT(matT, ElementsAre(1, 2, 1, 3)); EXPECT_THAT(colindT, ElementsAre(0, 0, 1, 2)); EXPECT_THAT(rownnzT, ElementsAre(1, 3, 0)); EXPECT_THAT(rowadrT, ElementsAre(0, 1, 4)); } TEST_F(EngineUtilSparseTest, MjuTranspose1by3) { // 1 0 3 1 // --> 0 // 3 mjtNum mat[] = {1, 3}; int colind[] = {0, 2}; int rownnz[] = {2}; int rowadr[] = {0}; mjtNum matT[] = {0, 0}; int colindT[] = {0, 0}; int rownnzT[] = {0, 0, 0}; int rowadrT[] = {0, 0, 0}; mju_transposeSparse(matT, mat, 1, 3, rownnzT, rowadrT, colindT, rownnz, rowadr, colind); EXPECT_THAT(matT, ElementsAre(1, 3)); EXPECT_THAT(colindT, ElementsAre(0, 0)); EXPECT_THAT(rownnzT, ElementsAre(1, 0, 1)); EXPECT_THAT(rowadrT, ElementsAre(0, 1, 1)); } TEST_F(EngineUtilSparseTest, MjuTranspose3by1) { // 1 1 0 3 // 0 --> // 3 mjtNum mat[] = {1, 3}; int colind[] = {0, 0}; int rownnz[] = {1, 0, 1}; int rowadr[] = {0, 1, 1}; mjtNum matT[] = {0, 0}; int colindT[] = {0, 0}; int rownnzT[] = {0}; int rowadrT[] = {0}; mju_transposeSparse(matT, mat, 3, 1, rownnzT, rowadrT, colindT, rownnz, rowadr, colind); EXPECT_THAT(matT, ElementsAre(1, 3)); EXPECT_THAT(colindT, ElementsAre(0, 2)); EXPECT_THAT(rownnzT, ElementsAre(2)); EXPECT_THAT(rowadrT, ElementsAre(0)); } TEST_F(EngineUtilSparseTest, MjuTransposeDense) { // 1 2 3 1 4 7 // 4 5 6 --> 2 5 8 // 7 8 9 3 6 9 mjtNum mat[] = {1, 2, 3, 4, 5, 6, 7, 8, 9}; int colind[] = {0, 1, 2, 0, 1, 2, 0, 1, 2}; int rownnz[] = {3, 3, 3}; int rowadr[] = {0, 3, 6}; mjtNum matT[] = {0, 0, 0, 0, 0, 0, 0, 0, 0}; int colindT[] = {0, 0, 0, 0, 0, 0, 0, 0, 0}; int rownnzT[] = {0, 0, 0}; int rowadrT[] = {0, 0, 0}; mju_transposeSparse(matT, mat, 3, 3, rownnzT, rowadrT, colindT, rownnz, rowadr, colind); EXPECT_THAT(matT, ElementsAre(1, 4, 7, 2, 5, 8, 3, 6, 9)); EXPECT_THAT(colindT, ElementsAre(0, 1, 2, 0, 1, 2, 0, 1, 2)); EXPECT_THAT(rownnzT, ElementsAre(3, 3, 3)); EXPECT_THAT(rowadrT, ElementsAre(0, 3, 6)); } TEST_F(EngineUtilSparseTest, MjuTranspose1by1) { // 1 -> 1 mjtNum mat[] = {1}; int colind[] = {0}; int rownnz[] = {1}; int rowadr[] = {0}; mjtNum matT[] = {0}; int colindT[] = {0}; int rownnzT[] = {0}; int rowadrT[] = {0}; mju_transposeSparse(matT, mat, 1, 1, rownnzT, rowadrT, colindT, rownnz, rowadr, colind); EXPECT_THAT(matT, ElementsAre(1)); EXPECT_THAT(colindT, ElementsAre(0)); EXPECT_THAT(rownnzT, ElementsAre(1)); EXPECT_THAT(rowadrT, ElementsAre(0)); } TEST_F(EngineUtilSparseTest, MjuTransposeNullMatrix) { // 0 -> 0 mjtNum mat[] = {}; int colind[] = {}; int rownnz[] = {0, 0, 0, 0, 0, 0, 0, 0, 0, 0}; int rowadr[] = {0, 0, 0, 0, 0, 0, 0, 0, 0, 0}; mjtNum matT[] = {}; int colindT[] = {}; int rownnzT[] = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}; int rowadrT[] = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}; mju_transposeSparse(matT, mat, 10, 10, rownnzT, rowadrT, colindT, rownnz, rowadr, colind); EXPECT_THAT(rownnzT, ElementsAre(0, 0, 0, 0, 0, 0, 0, 0, 0, 0)); EXPECT_THAT(rowadrT, ElementsAre(0, 0, 0, 0, 0, 0, 0, 0, 0, 0)); } } // namespace } // namespace mujoco