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      1 /*
      2  * Copyright 2013 The Android Open Source Project
      3  *
      4  * Licensed under the Apache License, Version 2.0 (the "License");
      5  * you may not use this file except in compliance with the License.
      6  * You may obtain a copy of the License at
      7  *
      8  *      http://www.apache.org/licenses/LICENSE-2.0
      9  *
     10  * Unless required by applicable law or agreed to in writing, software
     11  * distributed under the License is distributed on an "AS IS" BASIS,
     12  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
     13  * See the License for the specific language governing permissions and
     14  * limitations under the License.
     15  */
     16 
     17 #define LOG_TAG "MatTest"
     18 
     19 #include <stdlib.h>
     20 
     21 #include <limits>
     22 #include <random>
     23 #include <functional>
     24 
     25 #include <gtest/gtest.h>
     26 
     27 #include <math/mat2.h>
     28 #include <math/mat4.h>
     29 
     30 namespace android {
     31 
     32 class MatTest : public testing::Test {
     33 protected:
     34 };
     35 
     36 TEST_F(MatTest, Basics) {
     37     mat4 m0;
     38     EXPECT_EQ(sizeof(m0), sizeof(float)*16);
     39 }
     40 
     41 TEST_F(MatTest, ComparisonOps) {
     42     mat4 m0;
     43     mat4 m1(2);
     44 
     45     EXPECT_TRUE(m0 == m0);
     46     EXPECT_TRUE(m0 != m1);
     47     EXPECT_FALSE(m0 != m0);
     48     EXPECT_FALSE(m0 == m1);
     49 }
     50 
     51 TEST_F(MatTest, Constructors) {
     52     mat4 m0;
     53     ASSERT_EQ(m0[0].x, 1);
     54     ASSERT_EQ(m0[0].y, 0);
     55     ASSERT_EQ(m0[0].z, 0);
     56     ASSERT_EQ(m0[0].w, 0);
     57     ASSERT_EQ(m0[1].x, 0);
     58     ASSERT_EQ(m0[1].y, 1);
     59     ASSERT_EQ(m0[1].z, 0);
     60     ASSERT_EQ(m0[1].w, 0);
     61     ASSERT_EQ(m0[2].x, 0);
     62     ASSERT_EQ(m0[2].y, 0);
     63     ASSERT_EQ(m0[2].z, 1);
     64     ASSERT_EQ(m0[2].w, 0);
     65     ASSERT_EQ(m0[3].x, 0);
     66     ASSERT_EQ(m0[3].y, 0);
     67     ASSERT_EQ(m0[3].z, 0);
     68     ASSERT_EQ(m0[3].w, 1);
     69 
     70     mat4 m1(2);
     71     mat4 m2(vec4(2));
     72     mat4 m3(m2);
     73 
     74     EXPECT_EQ(m1, m2);
     75     EXPECT_EQ(m2, m3);
     76     EXPECT_EQ(m3, m1);
     77 
     78     mat4 m4(vec4(1), vec4(2), vec4(3), vec4(4));
     79     EXPECT_NE(m4, m1);
     80 }
     81 
     82 TEST_F(MatTest, ArithmeticOps) {
     83     mat4 m0;
     84     mat4 m1(2);
     85     mat4 m2(vec4(2));
     86 
     87     m1 += m2;
     88     EXPECT_EQ(mat4(4), m1);
     89 
     90     m2 -= m1;
     91     EXPECT_EQ(mat4(-2), m2);
     92 
     93     m1 *= 2;
     94     EXPECT_EQ(mat4(8), m1);
     95 
     96     m1 /= 2;
     97     EXPECT_EQ(mat4(4), m1);
     98 
     99     m0 = -m0;
    100     EXPECT_EQ(mat4(-1), m0);
    101 }
    102 
    103 TEST_F(MatTest, UnaryOps) {
    104     const mat4 identity;
    105     mat4 m0;
    106 
    107     m0 = -m0;
    108     EXPECT_EQ(mat4(vec4(-1, 0,  0,  0),
    109                    vec4(0, -1,  0,  0),
    110                    vec4(0,  0, -1,  0),
    111                    vec4(0,  0,  0, -1)), m0);
    112 
    113     m0 = -m0;
    114     EXPECT_EQ(identity, m0);
    115 }
    116 
    117 TEST_F(MatTest, MiscOps) {
    118     const mat4 identity;
    119     mat4 m0;
    120     EXPECT_EQ(4, trace(m0));
    121 
    122     mat4 m1(vec4(1, 2, 3, 4), vec4(5, 6, 7, 8), vec4(9, 10, 11, 12), vec4(13, 14, 15, 16));
    123     mat4 m2(vec4(1, 5, 9, 13), vec4(2, 6, 10, 14), vec4(3, 7, 11, 15), vec4(4, 8, 12, 16));
    124     EXPECT_EQ(m1, transpose(m2));
    125     EXPECT_EQ(m2, transpose(m1));
    126     EXPECT_EQ(vec4(1, 6, 11, 16), diag(m1));
    127 
    128     EXPECT_EQ(identity, inverse(identity));
    129 
    130     mat4 m3(vec4(4, 3, 0, 0), vec4(3, 2, 0, 0), vec4(0, 0, 1, 0), vec4(0, 0, 0, 1));
    131     mat4 m3i(inverse(m3));
    132     EXPECT_FLOAT_EQ(-2, m3i[0][0]);
    133     EXPECT_FLOAT_EQ(3,  m3i[0][1]);
    134     EXPECT_FLOAT_EQ(3,  m3i[1][0]);
    135     EXPECT_FLOAT_EQ(-4, m3i[1][1]);
    136 
    137     mat4 m3ii(inverse(m3i));
    138     EXPECT_FLOAT_EQ(m3[0][0], m3ii[0][0]);
    139     EXPECT_FLOAT_EQ(m3[0][1], m3ii[0][1]);
    140     EXPECT_FLOAT_EQ(m3[1][0], m3ii[1][0]);
    141     EXPECT_FLOAT_EQ(m3[1][1], m3ii[1][1]);
    142 
    143     EXPECT_EQ(m1, m1*identity);
    144 
    145 
    146     for (size_t c=0 ; c<4 ; c++) {
    147         for (size_t r=0 ; r<4 ; r++) {
    148             EXPECT_FLOAT_EQ(m1[c][r], m1(r, c));
    149         }
    150     }
    151 }
    152 
    153 TEST_F(MatTest, ElementAccess) {
    154     mat4 m(vec4(1, 2, 3, 4), vec4(5, 6, 7, 8), vec4(9, 10, 11, 12), vec4(13, 14, 15, 16));
    155     for (size_t c=0 ; c<4 ; c++) {
    156         for (size_t r=0 ; r<4 ; r++) {
    157             EXPECT_FLOAT_EQ(m[c][r], m(r, c));
    158         }
    159     }
    160 
    161     m(3,2) = 100;
    162     EXPECT_FLOAT_EQ(m[2][3], 100);
    163     EXPECT_FLOAT_EQ(m(3, 2), 100);
    164 }
    165 
    166 //------------------------------------------------------------------------------
    167 // MAT 3
    168 //------------------------------------------------------------------------------
    169 
    170 class Mat3Test : public testing::Test {
    171 protected:
    172 };
    173 
    174 TEST_F(Mat3Test, Basics) {
    175     mat3 m0;
    176     EXPECT_EQ(sizeof(m0), sizeof(float)*9);
    177 }
    178 
    179 TEST_F(Mat3Test, ComparisonOps) {
    180     mat3 m0;
    181     mat3 m1(2);
    182 
    183     EXPECT_TRUE(m0 == m0);
    184     EXPECT_TRUE(m0 != m1);
    185     EXPECT_FALSE(m0 != m0);
    186     EXPECT_FALSE(m0 == m1);
    187 }
    188 
    189 TEST_F(Mat3Test, Constructors) {
    190     mat3 m0;
    191     ASSERT_EQ(m0[0].x, 1);
    192     ASSERT_EQ(m0[0].y, 0);
    193     ASSERT_EQ(m0[0].z, 0);
    194     ASSERT_EQ(m0[1].x, 0);
    195     ASSERT_EQ(m0[1].y, 1);
    196     ASSERT_EQ(m0[1].z, 0);
    197     ASSERT_EQ(m0[2].x, 0);
    198     ASSERT_EQ(m0[2].y, 0);
    199     ASSERT_EQ(m0[2].z, 1);
    200 
    201     mat3 m1(2);
    202     mat3 m2(vec3(2));
    203     mat3 m3(m2);
    204 
    205     EXPECT_EQ(m1, m2);
    206     EXPECT_EQ(m2, m3);
    207     EXPECT_EQ(m3, m1);
    208 }
    209 
    210 TEST_F(Mat3Test, ArithmeticOps) {
    211     mat3 m0;
    212     mat3 m1(2);
    213     mat3 m2(vec3(2));
    214 
    215     m1 += m2;
    216     EXPECT_EQ(mat3(4), m1);
    217 
    218     m2 -= m1;
    219     EXPECT_EQ(mat3(-2), m2);
    220 
    221     m1 *= 2;
    222     EXPECT_EQ(mat3(8), m1);
    223 
    224     m1 /= 2;
    225     EXPECT_EQ(mat3(4), m1);
    226 
    227     m0 = -m0;
    228     EXPECT_EQ(mat3(-1), m0);
    229 }
    230 
    231 TEST_F(Mat3Test, UnaryOps) {
    232     const mat3 identity;
    233     mat3 m0;
    234 
    235     m0 = -m0;
    236     EXPECT_EQ(mat3(vec3(-1, 0,  0),
    237                    vec3(0, -1,  0),
    238                    vec3(0,  0, -1)), m0);
    239 
    240     m0 = -m0;
    241     EXPECT_EQ(identity, m0);
    242 }
    243 
    244 TEST_F(Mat3Test, MiscOps) {
    245     const mat3 identity;
    246     mat3 m0;
    247     EXPECT_EQ(3, trace(m0));
    248 
    249     mat3 m1(vec3(1, 2, 3), vec3(4, 5, 6), vec3(7, 8, 9));
    250     mat3 m2(vec3(1, 4, 7), vec3(2, 5, 8), vec3(3, 6, 9));
    251     EXPECT_EQ(m1, transpose(m2));
    252     EXPECT_EQ(m2, transpose(m1));
    253     EXPECT_EQ(vec3(1, 5, 9), diag(m1));
    254 
    255     EXPECT_EQ(identity, inverse(identity));
    256 
    257     mat3 m3(vec3(4, 3, 0), vec3(3, 2, 0), vec3(0, 0, 1));
    258     mat3 m3i(inverse(m3));
    259     EXPECT_FLOAT_EQ(-2, m3i[0][0]);
    260     EXPECT_FLOAT_EQ(3,  m3i[0][1]);
    261     EXPECT_FLOAT_EQ(3,  m3i[1][0]);
    262     EXPECT_FLOAT_EQ(-4, m3i[1][1]);
    263 
    264     mat3 m3ii(inverse(m3i));
    265     EXPECT_FLOAT_EQ(m3[0][0], m3ii[0][0]);
    266     EXPECT_FLOAT_EQ(m3[0][1], m3ii[0][1]);
    267     EXPECT_FLOAT_EQ(m3[1][0], m3ii[1][0]);
    268     EXPECT_FLOAT_EQ(m3[1][1], m3ii[1][1]);
    269 
    270     EXPECT_EQ(m1, m1*identity);
    271 }
    272 
    273 //------------------------------------------------------------------------------
    274 // MAT 2
    275 //------------------------------------------------------------------------------
    276 
    277 class Mat2Test : public testing::Test {
    278 protected:
    279 };
    280 
    281 TEST_F(Mat2Test, Basics) {
    282     mat2 m0;
    283     EXPECT_EQ(sizeof(m0), sizeof(float)*4);
    284 }
    285 
    286 TEST_F(Mat2Test, ComparisonOps) {
    287     mat2 m0;
    288     mat2 m1(2);
    289 
    290     EXPECT_TRUE(m0 == m0);
    291     EXPECT_TRUE(m0 != m1);
    292     EXPECT_FALSE(m0 != m0);
    293     EXPECT_FALSE(m0 == m1);
    294 }
    295 
    296 TEST_F(Mat2Test, Constructors) {
    297     mat2 m0;
    298     ASSERT_EQ(m0[0].x, 1);
    299     ASSERT_EQ(m0[0].y, 0);
    300     ASSERT_EQ(m0[1].x, 0);
    301     ASSERT_EQ(m0[1].y, 1);
    302 
    303     mat2 m1(2);
    304     mat2 m2(vec2(2));
    305     mat2 m3(m2);
    306 
    307     EXPECT_EQ(m1, m2);
    308     EXPECT_EQ(m2, m3);
    309     EXPECT_EQ(m3, m1);
    310 }
    311 
    312 TEST_F(Mat2Test, ArithmeticOps) {
    313     mat2 m0;
    314     mat2 m1(2);
    315     mat2 m2(vec2(2));
    316 
    317     m1 += m2;
    318     EXPECT_EQ(mat2(4), m1);
    319 
    320     m2 -= m1;
    321     EXPECT_EQ(mat2(-2), m2);
    322 
    323     m1 *= 2;
    324     EXPECT_EQ(mat2(8), m1);
    325 
    326     m1 /= 2;
    327     EXPECT_EQ(mat2(4), m1);
    328 
    329     m0 = -m0;
    330     EXPECT_EQ(mat2(-1), m0);
    331 }
    332 
    333 TEST_F(Mat2Test, UnaryOps) {
    334     const mat2 identity;
    335     mat2 m0;
    336 
    337     m0 = -m0;
    338     EXPECT_EQ(mat2(vec2(-1, 0),
    339                    vec2(0, -1)), m0);
    340 
    341     m0 = -m0;
    342     EXPECT_EQ(identity, m0);
    343 }
    344 
    345 TEST_F(Mat2Test, MiscOps) {
    346     const mat2 identity;
    347     mat2 m0;
    348     EXPECT_EQ(2, trace(m0));
    349 
    350     mat2 m1(vec2(1, 2), vec2(3, 4));
    351     mat2 m2(vec2(1, 3), vec2(2, 4));
    352     EXPECT_EQ(m1, transpose(m2));
    353     EXPECT_EQ(m2, transpose(m1));
    354     EXPECT_EQ(vec2(1, 4), diag(m1));
    355 
    356     EXPECT_EQ(identity, inverse(identity));
    357 
    358     EXPECT_EQ(m1, m1*identity);
    359 }
    360 
    361 //------------------------------------------------------------------------------
    362 // MORE MATRIX TESTS
    363 //------------------------------------------------------------------------------
    364 
    365 template <typename T>
    366 class MatTestT : public ::testing::Test {
    367 public:
    368 };
    369 
    370 typedef ::testing::Types<float,float> TestMatrixValueTypes;
    371 
    372 TYPED_TEST_CASE(MatTestT, TestMatrixValueTypes);
    373 
    374 #define TEST_MATRIX_INVERSE(MATRIX, EPSILON)                                \
    375 {                                                                           \
    376     typedef decltype(MATRIX) MatrixType;                                    \
    377     MatrixType inv1 = inverse(MATRIX);                                      \
    378     MatrixType ident1 = MATRIX * inv1;                                      \
    379     static const MatrixType IDENTITY;                                       \
    380     for (size_t row = 0; row < MatrixType::ROW_SIZE; ++row) {               \
    381         for (size_t col = 0; col < MatrixType::COL_SIZE; ++col) {           \
    382             EXPECT_NEAR(ident1[row][col], IDENTITY[row][col], EPSILON);     \
    383         }                                                                   \
    384     }                                                                       \
    385 }
    386 
    387 TYPED_TEST(MatTestT, Inverse4) {
    388     typedef ::android::details::TMat44<TypeParam> M44T;
    389 
    390     M44T m1(1,  0,  0,  0,
    391             0,  1,  0,  0,
    392             0,  0,  1,  0,
    393             0,  0,  0,  1);
    394 
    395     M44T m2(0,  -1,  0,  0,
    396             1,  0,  0,  0,
    397             0,  0,  1,  0,
    398             0,  0,  0,  1);
    399 
    400     M44T m3(1,  0,  0,  0,
    401             0,  2,  0,  0,
    402             0,  0,  0,  1,
    403             0,  0,  -1,  0);
    404 
    405     M44T m4(
    406             4.683281e-01, 1.251189e-02, -8.834660e-01, -4.726541e+00,
    407              -8.749647e-01,  1.456563e-01, -4.617587e-01, 3.044795e+00,
    408              1.229049e-01,  9.892561e-01, 7.916244e-02, -6.737138e+00,
    409              0.000000e+00, 0.000000e+00, 0.000000e+00, 1.000000e+00);
    410 
    411     M44T m5(
    412         4.683281e-01, 1.251189e-02, -8.834660e-01, -4.726541e+00,
    413         -8.749647e-01,  1.456563e-01, -4.617587e-01, 3.044795e+00,
    414         1.229049e-01,  9.892561e-01, 7.916244e-02, -6.737138e+00,
    415         1.000000e+00, 2.000000e+00, 3.000000e+00, 4.000000e+00);
    416 
    417     TEST_MATRIX_INVERSE(m1, 0);
    418     TEST_MATRIX_INVERSE(m2, 0);
    419     TEST_MATRIX_INVERSE(m3, 0);
    420     TEST_MATRIX_INVERSE(m4, 20.0 * std::numeric_limits<TypeParam>::epsilon());
    421     TEST_MATRIX_INVERSE(m5, 20.0 * std::numeric_limits<TypeParam>::epsilon());
    422 }
    423 
    424 //------------------------------------------------------------------------------
    425 TYPED_TEST(MatTestT, Inverse3) {
    426     typedef ::android::details::TMat33<TypeParam> M33T;
    427 
    428     M33T m1(1,  0,  0,
    429             0,  1,  0,
    430             0,  0,  1);
    431 
    432     M33T m2(0,  -1,  0,
    433             1,  0,  0,
    434             0,  0,  1);
    435 
    436     M33T m3(2,  0,  0,
    437             0,  0,  1,
    438             0,  -1,  0);
    439 
    440     M33T m4(
    441             4.683281e-01, 1.251189e-02, 0.000000e+00,
    442             -8.749647e-01, 1.456563e-01, 0.000000e+00,
    443             0.000000e+00, 0.000000e+00, 1.000000e+00);
    444 
    445     M33T m5(
    446             4.683281e-01, 1.251189e-02, -8.834660e-01,
    447            -8.749647e-01, 1.456563e-01, -4.617587e-01,
    448             1.229049e-01, 9.892561e-01, 7.916244e-02);
    449 
    450     TEST_MATRIX_INVERSE(m1, 0);
    451     TEST_MATRIX_INVERSE(m2, 0);
    452     TEST_MATRIX_INVERSE(m3, 0);
    453     TEST_MATRIX_INVERSE(m4, 20.0 * std::numeric_limits<TypeParam>::epsilon());
    454     TEST_MATRIX_INVERSE(m5, 20.0 * std::numeric_limits<TypeParam>::epsilon());
    455 }
    456 
    457 //------------------------------------------------------------------------------
    458 TYPED_TEST(MatTestT, Inverse2) {
    459     typedef ::android::details::TMat22<TypeParam> M22T;
    460 
    461     M22T m1(1,  0,
    462             0,  1);
    463 
    464     M22T m2(0,  -1,
    465             1,  0);
    466 
    467     M22T m3(
    468             4.683281e-01, 1.251189e-02,
    469             -8.749647e-01, 1.456563e-01);
    470 
    471     M22T m4(
    472             4.683281e-01, 1.251189e-02,
    473            -8.749647e-01, 1.456563e-01);
    474 
    475     TEST_MATRIX_INVERSE(m1, 0);
    476     TEST_MATRIX_INVERSE(m2, 0);
    477     TEST_MATRIX_INVERSE(m3, 20.0 * std::numeric_limits<TypeParam>::epsilon());
    478     TEST_MATRIX_INVERSE(m4, 20.0 * std::numeric_limits<TypeParam>::epsilon());
    479 }
    480 
    481 //------------------------------------------------------------------------------
    482 // A macro to help with vector comparisons within floating point range.
    483 #define EXPECT_VEC_EQ(VEC1, VEC2)                               \
    484 do {                                                            \
    485     const decltype(VEC1) v1 = VEC1;                             \
    486     const decltype(VEC2) v2 = VEC2;                             \
    487     if (std::is_same<TypeParam,float>::value) {                 \
    488         for (size_t i = 0; i < v1.size(); ++i) {                \
    489             EXPECT_FLOAT_EQ(v1[i], v2[i]);                      \
    490         }                                                       \
    491     } else if (std::is_same<TypeParam,double>::value) {         \
    492         for (size_t i = 0; i < v1.size(); ++i) {                \
    493             EXPECT_DOUBLE_EQ(v1[i], v2[i]);                     \
    494         }                                                       \
    495     } else {                                                    \
    496         for (size_t i = 0; i < v1.size(); ++i) {                \
    497             EXPECT_EQ(v1[i], v2[i]);                            \
    498         }                                                       \
    499     }                                                           \
    500 } while(0)
    501 
    502 //------------------------------------------------------------------------------
    503 // A macro to help with type comparisons within floating point range.
    504 #define ASSERT_TYPE_EQ(T1, T2)                                  \
    505 do {                                                            \
    506     const decltype(T1) t1 = T1;                                 \
    507     const decltype(T2) t2 = T2;                                 \
    508     if (std::is_same<TypeParam,float>::value) {                 \
    509         ASSERT_FLOAT_EQ(t1, t2);                                \
    510     } else if (std::is_same<TypeParam,double>::value) {         \
    511         ASSERT_DOUBLE_EQ(t1, t2);                               \
    512     } else {                                                    \
    513         ASSERT_EQ(t1, t2);                                      \
    514     }                                                           \
    515 } while(0)
    516 
    517 //------------------------------------------------------------------------------
    518 // Test some translation stuff.
    519 TYPED_TEST(MatTestT, Translation4) {
    520     typedef ::android::details::TMat44<TypeParam> M44T;
    521     typedef ::android::details::TVec4<TypeParam> V4T;
    522 
    523     V4T translateBy(-7.3, 1.1, 14.4, 0.0);
    524     V4T translation(translateBy[0], translateBy[1], translateBy[2], 1.0);
    525     M44T translation_matrix = M44T::translate(translation);
    526 
    527     V4T p1(9.9, 3.1, 41.1, 1.0);
    528     V4T p2(-18.0, 0.0, 1.77, 1.0);
    529     V4T p3(0, 0, 0, 1);
    530     V4T p4(-1000, -1000, 1000, 1.0);
    531 
    532     EXPECT_VEC_EQ(translation_matrix * p1, translateBy + p1);
    533     EXPECT_VEC_EQ(translation_matrix * p2, translateBy + p2);
    534     EXPECT_VEC_EQ(translation_matrix * p3, translateBy + p3);
    535     EXPECT_VEC_EQ(translation_matrix * p4, translateBy + p4);
    536 }
    537 
    538 //------------------------------------------------------------------------------
    539 template <typename MATRIX>
    540 static void verifyOrthonormal(const MATRIX& A) {
    541     typedef typename MATRIX::value_type T;
    542 
    543     static constexpr T value_eps = T(100) * std::numeric_limits<T>::epsilon();
    544 
    545     const MATRIX prod = A * transpose(A);
    546     for (size_t i = 0; i < MATRIX::NUM_COLS; ++i) {
    547         for (size_t j = 0; j < MATRIX::NUM_ROWS; ++j) {
    548             if (i == j) {
    549                 ASSERT_NEAR(prod[i][j], T(1), value_eps);
    550             } else {
    551                 ASSERT_NEAR(prod[i][j], T(0), value_eps);
    552             }
    553         }
    554     }
    555 }
    556 
    557 //------------------------------------------------------------------------------
    558 // Test euler code.
    559 TYPED_TEST(MatTestT, EulerZYX_44) {
    560     typedef ::android::details::TMat44<TypeParam> M44T;
    561 
    562     std::default_random_engine generator(82828);
    563     std::uniform_real_distribution<float> distribution(-6.0 * 2.0*M_PI, 6.0 * 2.0*M_PI);
    564     auto rand_gen = std::bind(distribution, generator);
    565 
    566     for (size_t i = 0; i < 100; ++i) {
    567         M44T m = M44T::eulerZYX(rand_gen(), rand_gen(), rand_gen());
    568         verifyOrthonormal(m);
    569     }
    570 
    571     M44T m = M44T::eulerZYX(1, 2, 3);
    572     verifyOrthonormal(m);
    573 }
    574 
    575 //------------------------------------------------------------------------------
    576 // Test euler code.
    577 TYPED_TEST(MatTestT, EulerZYX_33) {
    578 
    579     typedef ::android::details::TMat33<TypeParam> M33T;
    580 
    581     std::default_random_engine generator(112233);
    582     std::uniform_real_distribution<float> distribution(-6.0 * 2.0*M_PI, 6.0 * 2.0*M_PI);
    583     auto rand_gen = std::bind(distribution, generator);
    584 
    585     for (size_t i = 0; i < 100; ++i) {
    586         M33T m = M33T::eulerZYX(rand_gen(), rand_gen(), rand_gen());
    587         verifyOrthonormal(m);
    588     }
    589 
    590     M33T m = M33T::eulerZYX(1, 2, 3);
    591     verifyOrthonormal(m);
    592 }
    593 
    594 //------------------------------------------------------------------------------
    595 // Test to quaternion with post translation.
    596 TYPED_TEST(MatTestT, ToQuaternionPostTranslation) {
    597 
    598     typedef ::android::details::TMat44<TypeParam> M44T;
    599     typedef ::android::details::TVec4<TypeParam> V4T;
    600     typedef ::android::details::TQuaternion<TypeParam> QuatT;
    601 
    602     std::default_random_engine generator(112233);
    603     std::uniform_real_distribution<float> distribution(-6.0 * 2.0*M_PI, 6.0 * 2.0*M_PI);
    604     auto rand_gen = std::bind(distribution, generator);
    605 
    606     for (size_t i = 0; i < 100; ++i) {
    607         M44T r = M44T::eulerZYX(rand_gen(), rand_gen(), rand_gen());
    608         M44T t = M44T::translate(V4T(rand_gen(), rand_gen(), rand_gen(), 1));
    609         QuatT qr = r.toQuaternion();
    610         M44T tr = t * r;
    611         QuatT qtr = tr.toQuaternion();
    612 
    613         ASSERT_TYPE_EQ(qr.x, qtr.x);
    614         ASSERT_TYPE_EQ(qr.y, qtr.y);
    615         ASSERT_TYPE_EQ(qr.z, qtr.z);
    616         ASSERT_TYPE_EQ(qr.w, qtr.w);
    617     }
    618 
    619     M44T r = M44T::eulerZYX(1, 2, 3);
    620     M44T t = M44T::translate(V4T(20, -15, 2, 1));
    621     QuatT qr = r.toQuaternion();
    622     M44T tr = t * r;
    623     QuatT qtr = tr.toQuaternion();
    624 
    625     ASSERT_TYPE_EQ(qr.x, qtr.x);
    626     ASSERT_TYPE_EQ(qr.y, qtr.y);
    627     ASSERT_TYPE_EQ(qr.z, qtr.z);
    628     ASSERT_TYPE_EQ(qr.w, qtr.w);
    629 }
    630 
    631 //------------------------------------------------------------------------------
    632 // Test to quaternion with post translation.
    633 TYPED_TEST(MatTestT, ToQuaternionPointTransformation33) {
    634     static constexpr TypeParam value_eps =
    635             TypeParam(1000) * std::numeric_limits<TypeParam>::epsilon();
    636 
    637     typedef ::android::details::TMat33<TypeParam> M33T;
    638     typedef ::android::details::TVec3<TypeParam> V3T;
    639     typedef ::android::details::TQuaternion<TypeParam> QuatT;
    640 
    641     std::default_random_engine generator(112233);
    642     std::uniform_real_distribution<float> distribution(-100.0, 100.0);
    643     auto rand_gen = std::bind(distribution, generator);
    644 
    645     for (size_t i = 0; i < 100; ++i) {
    646         M33T r = M33T::eulerZYX(rand_gen(), rand_gen(), rand_gen());
    647         QuatT qr = r.toQuaternion();
    648         V3T p(rand_gen(), rand_gen(), rand_gen());
    649 
    650         V3T pr = r * p;
    651         V3T pq = qr * p;
    652 
    653         ASSERT_NEAR(pr.x, pq.x, value_eps);
    654         ASSERT_NEAR(pr.y, pq.y, value_eps);
    655         ASSERT_NEAR(pr.z, pq.z, value_eps);
    656     }
    657 }
    658 
    659 //------------------------------------------------------------------------------
    660 // Test to quaternion with post translation.
    661 TYPED_TEST(MatTestT, ToQuaternionPointTransformation44) {
    662     static constexpr TypeParam value_eps =
    663             TypeParam(1000) * std::numeric_limits<TypeParam>::epsilon();
    664 
    665     typedef ::android::details::TMat44<TypeParam> M44T;
    666     typedef ::android::details::TVec4<TypeParam> V4T;
    667     typedef ::android::details::TVec3<TypeParam> V3T;
    668     typedef ::android::details::TQuaternion<TypeParam> QuatT;
    669 
    670     std::default_random_engine generator(992626);
    671     std::uniform_real_distribution<float> distribution(-100.0, 100.0);
    672     auto rand_gen = std::bind(distribution, generator);
    673 
    674     for (size_t i = 0; i < 100; ++i) {
    675         M44T r = M44T::eulerZYX(rand_gen(), rand_gen(), rand_gen());
    676         QuatT qr = r.toQuaternion();
    677         V3T p(rand_gen(), rand_gen(), rand_gen());
    678 
    679         V4T pr = r * V4T(p.x, p.y, p.z, 1);
    680         pr.x /= pr.w;
    681         pr.y /= pr.w;
    682         pr.z /= pr.w;
    683         V3T pq = qr * p;
    684 
    685         ASSERT_NEAR(pr.x, pq.x, value_eps);
    686         ASSERT_NEAR(pr.y, pq.y, value_eps);
    687         ASSERT_NEAR(pr.z, pq.z, value_eps);
    688     }
    689 }
    690 
    691 #undef TEST_MATRIX_INVERSE
    692 
    693 }; // namespace android
    694