flang/unittests/Runtime/Transformational.cpp

   1 //===-- flang/unittests/Runtime/Transformational.cpp ----------------------===//
   2 //
   3 // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
   4 // See https://llvm.org/LICENSE.txt for license information.
   5 // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
   6 //
   7 //===----------------------------------------------------------------------===//
   8
   9 #include "flang/Runtime/transformational.h"
  10 #include "gtest/gtest.h"
  11 #include "tools.h"
  12 #include "flang/Common/float128.h"
  13 #include "flang/Runtime/type-code.h"
  14 #include <vector>
  15
  16 using namespace Fortran::runtime;
  17 using Fortran::common::TypeCategory;
  18
  19 template <int KIND>
  20 using BesselFuncType = std::function<void(Descriptor &, int32_t, int32_t,
  21     CppTypeFor<TypeCategory::Real, KIND>, CppTypeFor<TypeCategory::Real, KIND>,
  22     CppTypeFor<TypeCategory::Real, KIND>, const char *, int)>;
  23
  24 template <int KIND>
  25 using BesselX0FuncType =
  26     std::function<void(Descriptor &, int32_t, int32_t, const char *, int)>;
  27
  28 template <int KIND>
  29 constexpr CppTypeFor<TypeCategory::Real, KIND>
  30     besselEpsilon = CppTypeFor<TypeCategory::Real, KIND>(1e-4);
  31
  32 template <int KIND>
  33 static void testBesselJn(BesselFuncType<KIND> rtFunc, int32_t n1, int32_t n2,
  34     CppTypeFor<TypeCategory::Real, KIND> x,
  35     const std::vector<CppTypeFor<TypeCategory::Real, KIND>> &expected) {
  36   StaticDescriptor desc;
  37   Descriptor &result{desc.descriptor()};
  38   unsigned len = expected.size();
  39
  40   CppTypeFor<TypeCategory::Real, KIND> anc0 = len > 0 ? expected[len - 1] : 0.0;
  41   CppTypeFor<TypeCategory::Real, KIND> anc1 = len > 1 ? expected[len - 2] : 0.0;
  42
  43   rtFunc(result, n1, n2, x, anc0, anc1, __FILE__, __LINE__);
  44
  45   EXPECT_EQ(result.type(), (TypeCode{TypeCategory::Real, KIND}));
  46   EXPECT_EQ(result.rank(), 1);
  47   EXPECT_EQ(
  48       result.ElementBytes(), sizeof(CppTypeFor<TypeCategory::Real, KIND>));
  49   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
  50   EXPECT_EQ(result.GetDimension(0).Extent(), len);
  51
  52   for (size_t j{0}; j < len; ++j) {
  53     EXPECT_NEAR(
  54         (*result.ZeroBasedIndexedElement<CppTypeFor<TypeCategory::Real, KIND>>(
  55             j)),
  56         expected[j], besselEpsilon<KIND>);
  57   }
  58 }
  59
  60 template <int KIND>
  61 static void testBesselJnX0(
  62     BesselX0FuncType<KIND> rtFunc, int32_t n1, int32_t n2) {
  63   StaticDescriptor desc;
  64   Descriptor &result{desc.descriptor()};
  65
  66   rtFunc(result, n1, n2, __FILE__, __LINE__);
  67
  68   EXPECT_EQ(result.type(), (TypeCode{TypeCategory::Real, KIND}));
  69   EXPECT_EQ(result.rank(), 1);
  70   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
  71   EXPECT_EQ(result.GetDimension(0).Extent(), n2 >= n1 ? n2 - n1 + 1 : 0);
  72
  73   if (n2 < n1) {
  74     return;
  75   }
  76
  77   EXPECT_NEAR(
  78       (*result.ZeroBasedIndexedElement<CppTypeFor<TypeCategory::Real, KIND>>(
  79           0)),
  80       (n1 == 0) ? 1.0 : 0.0, 1e-5);
  81
  82   for (int j{1}; j < (n2 - n1 + 1); ++j) {
  83     EXPECT_NEAR(
  84         (*result.ZeroBasedIndexedElement<CppTypeFor<TypeCategory::Real, KIND>>(
  85             j)),
  86         0.0, besselEpsilon<KIND>);
  87   }
  88 }
  89
  90 template <int KIND> static void testBesselJn(BesselFuncType<KIND> rtFunc) {
  91   testBesselJn<KIND>(rtFunc, 1, 0, 1.0, {});
  92   testBesselJn<KIND>(rtFunc, 0, 0, 1.0, {0.765197694});
  93   testBesselJn<KIND>(rtFunc, 0, 1, 1.0, {0.765197694, 0.440050572});
  94   testBesselJn<KIND>(
  95       rtFunc, 0, 2, 1.0, {0.765197694, 0.440050572, 0.114903487});
  96   testBesselJn<KIND>(rtFunc, 1, 5, 5.0,
  97       {-0.327579111, 0.046565145, 0.364831239, 0.391232371, 0.261140555});
  98 }
  99
 100 template <int KIND> static void testBesselJnX0(BesselX0FuncType<KIND> rtFunc) {
 101   testBesselJnX0<KIND>(rtFunc, 1, 0);
 102   testBesselJnX0<KIND>(rtFunc, 0, 0);
 103   testBesselJnX0<KIND>(rtFunc, 1, 1);
 104   testBesselJnX0<KIND>(rtFunc, 0, 3);
 105   testBesselJnX0<KIND>(rtFunc, 1, 4);
 106 }
 107
 108 static void testBesselJn() {
 109   testBesselJn<4>(RTNAME(BesselJn_4));
 110   testBesselJn<8>(RTNAME(BesselJn_8));
 111 #if HAS_FLOAT80
 112   testBesselJn<10>(RTNAME(BesselJn_10));
 113 #endif
 114 #if HAS_LDBL128 || HAS_FLOAT128
 115   testBesselJn<16>(RTNAME(BesselJn_16));
 116 #endif
 117
 118   testBesselJnX0<4>(RTNAME(BesselJnX0_4));
 119   testBesselJnX0<8>(RTNAME(BesselJnX0_8));
 120 #if HAS_FLOAT80
 121   testBesselJnX0<10>(RTNAME(BesselJnX0_10));
 122 #endif
 123 #if HAS_LDBL128 || HAS_FLOAT128
 124   testBesselJnX0<16>(RTNAME(BesselJnX0_16));
 125 #endif
 126 }
 127
 128 TEST(Transformational, BesselJn) { testBesselJn(); }
 129
 130 template <int KIND>
 131 static void testBesselYn(BesselFuncType<KIND> rtFunc, int32_t n1, int32_t n2,
 132     CppTypeFor<TypeCategory::Real, KIND> x,
 133     const std::vector<CppTypeFor<TypeCategory::Real, KIND>> &expected) {
 134   StaticDescriptor desc;
 135   Descriptor &result{desc.descriptor()};
 136   unsigned len = expected.size();
 137
 138   CppTypeFor<TypeCategory::Real, KIND> anc0 = len > 0 ? expected[0] : 0.0;
 139   CppTypeFor<TypeCategory::Real, KIND> anc1 = len > 1 ? expected[1] : 0.0;
 140
 141   rtFunc(result, n1, n2, x, anc0, anc1, __FILE__, __LINE__);
 142
 143   EXPECT_EQ(result.type(), (TypeCode{TypeCategory::Real, KIND}));
 144   EXPECT_EQ(result.rank(), 1);
 145   EXPECT_EQ(
 146       result.ElementBytes(), sizeof(CppTypeFor<TypeCategory::Real, KIND>));
 147   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 148   EXPECT_EQ(result.GetDimension(0).Extent(), len);
 149
 150   for (size_t j{0}; j < len; ++j) {
 151     EXPECT_NEAR(
 152         (*result.ZeroBasedIndexedElement<CppTypeFor<TypeCategory::Real, KIND>>(
 153             j)),
 154         expected[j], besselEpsilon<KIND>);
 155   }
 156 }
 157
 158 template <int KIND>
 159 static void testBesselYnX0(
 160     BesselX0FuncType<KIND> rtFunc, int32_t n1, int32_t n2) {
 161   StaticDescriptor<2> desc;
 162   Descriptor &result{desc.descriptor()};
 163
 164   rtFunc(result, n1, n2, __FILE__, __LINE__);
 165
 166   EXPECT_EQ(result.type(), (TypeCode{TypeCategory::Real, KIND}));
 167   EXPECT_EQ(result.rank(), 1);
 168   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 169   EXPECT_EQ(result.GetDimension(0).Extent(), n2 >= n1 ? n2 - n1 + 1 : 0);
 170
 171   if (n2 < n1) {
 172     return;
 173   }
 174
 175   for (int j{0}; j < (n2 - n1 + 1); ++j) {
 176     EXPECT_EQ(
 177         (*result.ZeroBasedIndexedElement<CppTypeFor<TypeCategory::Real, KIND>>(
 178             j)),
 179         (-std::numeric_limits<
 180             CppTypeFor<TypeCategory::Real, KIND>>::infinity()));
 181   }
 182 }
 183
 184 template <int KIND> static void testBesselYn(BesselFuncType<KIND> rtFunc) {
 185   testBesselYn<KIND>(rtFunc, 1, 0, 1.0, {});
 186   testBesselYn<KIND>(rtFunc, 0, 0, 1.0, {0.08825695});
 187   testBesselYn<KIND>(rtFunc, 0, 1, 1.0, {0.08825695, -0.7812128});
 188   testBesselYn<KIND>(rtFunc, 0, 2, 1.0, {0.0882569555, -0.7812128, -1.6506826});
 189   testBesselYn<KIND>(rtFunc, 1, 5, 1.0,
 190       {-0.7812128, -1.6506826, -5.8215175, -33.278423, -260.40588});
 191 }
 192
 193 template <int KIND> static void testBesselYnX0(BesselX0FuncType<KIND> rtFunc) {
 194   testBesselYnX0<KIND>(rtFunc, 1, 0);
 195   testBesselYnX0<KIND>(rtFunc, 0, 0);
 196   testBesselYnX0<KIND>(rtFunc, 1, 1);
 197   testBesselYnX0<KIND>(rtFunc, 0, 3);
 198   testBesselYnX0<KIND>(rtFunc, 1, 4);
 199 }
 200
 201 static void testBesselYn() {
 202   testBesselYn<4>(RTNAME(BesselYn_4));
 203   testBesselYn<8>(RTNAME(BesselYn_8));
 204 #if HAS_FLOAT80
 205   testBesselYn<10>(RTNAME(BesselYn_10));
 206 #endif
 207 #if HAS_LDBL128 || HAS_FLOAT128
 208   testBesselYn<16>(RTNAME(BesselYn_16));
 209 #endif
 210
 211   testBesselYnX0<4>(RTNAME(BesselYnX0_4));
 212   testBesselYnX0<8>(RTNAME(BesselYnX0_8));
 213 #if HAS_FLOAT80
 214   testBesselYnX0<10>(RTNAME(BesselYnX0_10));
 215 #endif
 216 #if HAS_LDBL128 || HAS_FLOAT128
 217   testBesselYnX0<16>(RTNAME(BesselYnX0_16));
 218 #endif
 219 }
 220
 221 TEST(Transformational, BesselYn) { testBesselYn(); }
 222
 223 TEST(Transformational, Shifts) {
 224   // ARRAY  1 3 5
 225   //        2 4 6
 226   auto array{MakeArray<TypeCategory::Integer, 4>(
 227       std::vector<int>{2, 3}, std::vector<std::int32_t>{1, 2, 3, 4, 5, 6})};
 228   array->GetDimension(0).SetLowerBound(0); // shouldn't matter
 229   array->GetDimension(1).SetLowerBound(-1);
 230   StaticDescriptor<2, true> statDesc;
 231   Descriptor &result{statDesc.descriptor()};
 232
 233   auto shift3{MakeArray<TypeCategory::Integer, 8>(
 234       std::vector<int>{3}, std::vector<std::int64_t>{1, -1, 2})};
 235   RTNAME(Cshift)(result, *array, *shift3, 1, __FILE__, __LINE__);
 236   EXPECT_EQ(result.type(), array->type());
 237   EXPECT_EQ(result.rank(), 2);
 238   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 239   EXPECT_EQ(result.GetDimension(0).Extent(), 2);
 240   EXPECT_EQ(result.GetDimension(1).LowerBound(), 1);
 241   EXPECT_EQ(result.GetDimension(1).Extent(), 3);
 242   EXPECT_EQ(result.type(), (TypeCode{TypeCategory::Integer, 4}));
 243   static std::int32_t cshiftExpect1[6]{2, 1, 4, 3, 5, 6};
 244   for (int j{0}; j < 6; ++j) {
 245     EXPECT_EQ(
 246         *result.ZeroBasedIndexedElement<std::int32_t>(j), cshiftExpect1[j]);
 247   }
 248   result.Destroy();
 249
 250   auto shift2{MakeArray<TypeCategory::Integer, 1>(
 251       std::vector<int>{2}, std::vector<std::int8_t>{1, -1})};
 252   shift2->GetDimension(0).SetLowerBound(-1); // shouldn't matter
 253   RTNAME(Cshift)(result, *array, *shift2, 2, __FILE__, __LINE__);
 254   EXPECT_EQ(result.type(), array->type());
 255   EXPECT_EQ(result.rank(), 2);
 256   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 257   EXPECT_EQ(result.GetDimension(0).Extent(), 2);
 258   EXPECT_EQ(result.GetDimension(1).LowerBound(), 1);
 259   EXPECT_EQ(result.GetDimension(1).Extent(), 3);
 260   EXPECT_EQ(result.type(), (TypeCode{TypeCategory::Integer, 4}));
 261   static std::int32_t cshiftExpect2[6]{3, 6, 5, 2, 1, 4};
 262   for (int j{0}; j < 6; ++j) {
 263     EXPECT_EQ(
 264         *result.ZeroBasedIndexedElement<std::int32_t>(j), cshiftExpect2[j]);
 265   }
 266   result.Destroy();
 267
 268   // VECTOR  1 3 5 2 4 6
 269   auto vector{MakeArray<TypeCategory::Integer, 4>(
 270       std::vector<int>{6}, std::vector<std::int32_t>{1, 2, 3, 4, 5, 6})};
 271   vector->GetDimension(0).SetLowerBound(0);
 272   StaticDescriptor<1, true> vectorDesc;
 273   Descriptor &vectorResult{vectorDesc.descriptor()};
 274
 275   RTNAME(CshiftVector)(vectorResult, *vector, 2, __FILE__, __LINE__);
 276   EXPECT_EQ(vectorResult.type(), array->type());
 277   EXPECT_EQ(vectorResult.rank(), 1);
 278   EXPECT_EQ(vectorResult.GetDimension(0).LowerBound(), 1);
 279   EXPECT_EQ(vectorResult.GetDimension(0).Extent(), 6);
 280   EXPECT_EQ(vectorResult.type(), (TypeCode{TypeCategory::Integer, 4}));
 281   static std::int32_t cshiftExpect3[6]{3, 4, 5, 6, 1, 2};
 282   for (int j{0}; j < 6; ++j) {
 283     EXPECT_EQ(*vectorResult.ZeroBasedIndexedElement<std::int32_t>(j),
 284         cshiftExpect3[j]);
 285   }
 286   vectorResult.Destroy();
 287
 288   RTNAME(CshiftVector)(vectorResult, *vector, -2, __FILE__, __LINE__);
 289   EXPECT_EQ(vectorResult.type(), array->type());
 290   EXPECT_EQ(vectorResult.rank(), 1);
 291   EXPECT_EQ(vectorResult.GetDimension(0).LowerBound(), 1);
 292   EXPECT_EQ(vectorResult.GetDimension(0).Extent(), 6);
 293   EXPECT_EQ(vectorResult.type(), (TypeCode{TypeCategory::Integer, 4}));
 294   static std::int32_t cshiftExpect4[6]{5, 6, 1, 2, 3, 4};
 295   for (int j{0}; j < 6; ++j) {
 296     EXPECT_EQ(*vectorResult.ZeroBasedIndexedElement<std::int32_t>(j),
 297         cshiftExpect4[j]);
 298   }
 299   vectorResult.Destroy();
 300
 301   // VECTOR  1 3 5 2 4 6 WITH non zero lower bound in a negative cshift.
 302   auto vectorWithLowerBounds{MakeArray<TypeCategory::Integer, 4>(
 303       std::vector<int>{6}, std::vector<std::int32_t>{1, 2, 3, 4, 5, 6})};
 304   vectorWithLowerBounds->GetDimension(0).SetLowerBound(2);
 305
 306   RTNAME(CshiftVector)
 307   (vectorResult, *vectorWithLowerBounds, -2, __FILE__, __LINE__);
 308   EXPECT_EQ(vectorResult.type(), array->type());
 309   EXPECT_EQ(vectorResult.rank(), 1);
 310   EXPECT_EQ(vectorResult.GetDimension(0).LowerBound(), 1);
 311   EXPECT_EQ(vectorResult.GetDimension(0).Extent(), 6);
 312   EXPECT_EQ(vectorResult.type(), (TypeCode{TypeCategory::Integer, 4}));
 313   static std::int32_t cshiftExpect5[6]{5, 6, 1, 2, 3, 4};
 314   for (int j{0}; j < 6; ++j) {
 315     EXPECT_EQ(*vectorResult.ZeroBasedIndexedElement<std::int32_t>(j),
 316         cshiftExpect5[j]);
 317   }
 318   vectorResult.Destroy();
 319
 320   auto boundary{MakeArray<TypeCategory::Integer, 4>(
 321       std::vector<int>{3}, std::vector<std::int32_t>{-1, -2, -3})};
 322   boundary->GetDimension(0).SetLowerBound(9); // shouldn't matter
 323   RTNAME(Eoshift)(result, *array, *shift3, &*boundary, 1, __FILE__, __LINE__);
 324   EXPECT_EQ(result.type(), array->type());
 325   EXPECT_EQ(result.rank(), 2);
 326   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 327   EXPECT_EQ(result.GetDimension(0).Extent(), 2);
 328   EXPECT_EQ(result.GetDimension(1).LowerBound(), 1);
 329   EXPECT_EQ(result.GetDimension(1).Extent(), 3);
 330   EXPECT_EQ(result.type(), (TypeCode{TypeCategory::Integer, 4}));
 331   static std::int32_t eoshiftExpect1[6]{2, -1, -2, 3, -3, -3};
 332   for (int j{0}; j < 6; ++j) {
 333     EXPECT_EQ(
 334         *result.ZeroBasedIndexedElement<std::int32_t>(j), eoshiftExpect1[j]);
 335   }
 336   result.Destroy();
 337
 338   // VECTOR EOSHIFT
 339   StaticDescriptor<0> boundaryDescriptor;
 340   Descriptor vectorBoundary{boundaryDescriptor.descriptor()};
 341   std::int32_t boundaryValue{343};
 342   vectorBoundary.Establish(TypeCategory::Integer, 4,
 343       const_cast<void *>(reinterpret_cast<const void *>(&boundaryValue)), 0);
 344   RTNAME(EoshiftVector)
 345   (vectorResult, *vector, 2, &vectorBoundary, __FILE__, __LINE__);
 346   EXPECT_EQ(vectorResult.type(), array->type());
 347   EXPECT_EQ(vectorResult.rank(), 1);
 348   EXPECT_EQ(vectorResult.GetDimension(0).LowerBound(), 1);
 349   EXPECT_EQ(vectorResult.GetDimension(0).Extent(), 6);
 350   EXPECT_EQ(vectorResult.type(), (TypeCode{TypeCategory::Integer, 4}));
 351   static std::int32_t eoshiftVectorExpect[6]{3, 4, 5, 6, 343, 343};
 352   for (int j{0}; j < 6; ++j) {
 353     EXPECT_EQ(*vectorResult.ZeroBasedIndexedElement<std::int32_t>(j),
 354         eoshiftVectorExpect[j]);
 355   }
 356   vectorResult.Destroy();
 357
 358   // VECTOR EOSHIFT on input with non zero lower bounds
 359   RTNAME(EoshiftVector)
 360   (vectorResult, *vectorWithLowerBounds, -2, &vectorBoundary, __FILE__,
 361       __LINE__);
 362   EXPECT_EQ(vectorResult.type(), array->type());
 363   EXPECT_EQ(vectorResult.rank(), 1);
 364   EXPECT_EQ(vectorResult.GetDimension(0).LowerBound(), 1);
 365   EXPECT_EQ(vectorResult.GetDimension(0).Extent(), 6);
 366   EXPECT_EQ(vectorResult.type(), (TypeCode{TypeCategory::Integer, 4}));
 367   static std::int32_t eoshiftVectorExpect2[6]{343, 343, 1, 2, 3, 4};
 368   for (int j{0}; j < 6; ++j) {
 369     EXPECT_EQ(*vectorResult.ZeroBasedIndexedElement<std::int32_t>(j),
 370         eoshiftVectorExpect2[j]);
 371   }
 372   vectorResult.Destroy();
 373 }
 374
 375 TEST(Transformational, Pack) {
 376   // ARRAY  1 3 5
 377   //        2 4 6
 378   auto array{MakeArray<TypeCategory::Integer, 4>(
 379       std::vector<int>{2, 3}, std::vector<std::int32_t>{1, 2, 3, 4, 5, 6})};
 380   array->GetDimension(0).SetLowerBound(2); // shouldn't matter
 381   array->GetDimension(1).SetLowerBound(-1);
 382   auto mask{MakeArray<TypeCategory::Logical, 1>(std::vector<int>{2, 3},
 383       std::vector<std::uint8_t>{false, true, true, false, false, true})};
 384   mask->GetDimension(0).SetLowerBound(0); // shouldn't matter
 385   mask->GetDimension(1).SetLowerBound(2);
 386   StaticDescriptor<maxRank, true> statDesc;
 387   Descriptor &result{statDesc.descriptor()};
 388
 389   RTNAME(Pack)(result, *array, *mask, nullptr, __FILE__, __LINE__);
 390   EXPECT_EQ(result.type(), array->type());
 391   EXPECT_EQ(result.rank(), 1);
 392   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 393   EXPECT_EQ(result.GetDimension(0).Extent(), 3);
 394   static std::int32_t packExpect1[3]{2, 3, 6};
 395   for (int j{0}; j < 3; ++j) {
 396     EXPECT_EQ(*result.ZeroBasedIndexedElement<std::int32_t>(j), packExpect1[j])
 397         << " at " << j;
 398   }
 399   result.Destroy();
 400
 401   auto vector{MakeArray<TypeCategory::Integer, 4>(
 402       std::vector<int>{5}, std::vector<std::int32_t>{-1, -2, -3, -4, -5})};
 403   RTNAME(Pack)(result, *array, *mask, &*vector, __FILE__, __LINE__);
 404   EXPECT_EQ(result.type(), array->type());
 405   EXPECT_EQ(result.rank(), 1);
 406   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 407   EXPECT_EQ(result.GetDimension(0).Extent(), 5);
 408   static std::int32_t packExpect2[5]{2, 3, 6, -4, -5};
 409   for (int j{0}; j < 5; ++j) {
 410     EXPECT_EQ(*result.ZeroBasedIndexedElement<std::int32_t>(j), packExpect2[j])
 411         << " at " << j;
 412   }
 413   result.Destroy();
 414 }
 415
 416 TEST(Transformational, Spread) {
 417   auto array{MakeArray<TypeCategory::Integer, 4>(
 418       std::vector<int>{3}, std::vector<std::int32_t>{1, 2, 3})};
 419   array->GetDimension(0).SetLowerBound(2); // shouldn't matter
 420   StaticDescriptor<2, true> statDesc;
 421   Descriptor &result{statDesc.descriptor()};
 422
 423   RTNAME(Spread)(result, *array, 1, 2, __FILE__, __LINE__);
 424   EXPECT_EQ(result.type(), array->type());
 425   EXPECT_EQ(result.rank(), 2);
 426   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 427   EXPECT_EQ(result.GetDimension(0).Extent(), 2);
 428   EXPECT_EQ(result.GetDimension(1).LowerBound(), 1);
 429   EXPECT_EQ(result.GetDimension(1).Extent(), 3);
 430   for (int j{0}; j < 6; ++j) {
 431     EXPECT_EQ(*result.ZeroBasedIndexedElement<std::int32_t>(j), 1 + j / 2);
 432   }
 433   result.Destroy();
 434
 435   RTNAME(Spread)(result, *array, 2, 2, __FILE__, __LINE__);
 436   EXPECT_EQ(result.type(), array->type());
 437   EXPECT_EQ(result.rank(), 2);
 438   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 439   EXPECT_EQ(result.GetDimension(0).Extent(), 3);
 440   EXPECT_EQ(result.GetDimension(1).LowerBound(), 1);
 441   EXPECT_EQ(result.GetDimension(1).Extent(), 2);
 442   for (int j{0}; j < 6; ++j) {
 443     EXPECT_EQ(*result.ZeroBasedIndexedElement<std::int32_t>(j), 1 + j % 3);
 444   }
 445   result.Destroy();
 446
 447   auto scalar{MakeArray<TypeCategory::Integer, 4>(
 448       std::vector<int>{}, std::vector<std::int32_t>{1})};
 449   RTNAME(Spread)(result, *scalar, 1, 2, __FILE__, __LINE__);
 450   EXPECT_EQ(result.type(), array->type());
 451   EXPECT_EQ(result.rank(), 1);
 452   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 453   EXPECT_EQ(result.GetDimension(0).Extent(), 2);
 454   for (int j{0}; j < 2; ++j) {
 455     EXPECT_EQ(*result.ZeroBasedIndexedElement<std::int32_t>(j), 1);
 456   }
 457   result.Destroy();
 458 }
 459
 460 TEST(Transformational, Transpose) {
 461   // ARRAY  1 3 5
 462   //        2 4 6
 463   auto array{MakeArray<TypeCategory::Integer, 4>(
 464       std::vector<int>{2, 3}, std::vector<std::int32_t>{1, 2, 3, 4, 5, 6})};
 465   array->GetDimension(0).SetLowerBound(2); // shouldn't matter
 466   array->GetDimension(1).SetLowerBound(-6);
 467   StaticDescriptor<2, true> statDesc;
 468   Descriptor &result{statDesc.descriptor()};
 469   RTNAME(Transpose)(result, *array, __FILE__, __LINE__);
 470   EXPECT_EQ(result.type(), array->type());
 471   EXPECT_EQ(result.rank(), 2);
 472   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 473   EXPECT_EQ(result.GetDimension(0).Extent(), 3);
 474   EXPECT_EQ(result.GetDimension(1).LowerBound(), 1);
 475   EXPECT_EQ(result.GetDimension(1).Extent(), 2);
 476   static std::int32_t expect[6]{1, 3, 5, 2, 4, 6};
 477   for (int j{0}; j < 6; ++j) {
 478     EXPECT_EQ(*result.ZeroBasedIndexedElement<std::int32_t>(j), expect[j]);
 479   }
 480   result.Destroy();
 481 }
 482
 483 TEST(Transformational, Unpack) {
 484   auto vector{MakeArray<TypeCategory::Integer, 4>(
 485       std::vector<int>{4}, std::vector<std::int32_t>{1, 2, 3, 4})};
 486   vector->GetDimension(0).SetLowerBound(2); // shouldn't matter
 487   auto mask{MakeArray<TypeCategory::Logical, 1>(std::vector<int>{2, 3},
 488       std::vector<std::uint8_t>{false, true, true, false, false, true})};
 489   mask->GetDimension(0).SetLowerBound(0); // shouldn't matter
 490   mask->GetDimension(1).SetLowerBound(2);
 491   auto field{MakeArray<TypeCategory::Integer, 4>(std::vector<int>{2, 3},
 492       std::vector<std::int32_t>{-1, -2, -3, -4, -5, -6})};
 493   field->GetDimension(0).SetLowerBound(-1); // shouldn't matter
 494   StaticDescriptor<2, true> statDesc;
 495   Descriptor &result{statDesc.descriptor()};
 496   RTNAME(Unpack)(result, *vector, *mask, *field, __FILE__, __LINE__);
 497   EXPECT_EQ(result.type(), vector->type());
 498   EXPECT_EQ(result.rank(), 2);
 499   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 500   EXPECT_EQ(result.GetDimension(0).Extent(), 2);
 501   EXPECT_EQ(result.GetDimension(1).LowerBound(), 1);
 502   EXPECT_EQ(result.GetDimension(1).Extent(), 3);
 503   static std::int32_t expect[6]{-1, 1, 2, -4, -5, 3};
 504   for (int j{0}; j < 6; ++j) {
 505     EXPECT_EQ(*result.ZeroBasedIndexedElement<std::int32_t>(j), expect[j]);
 506   }
 507   result.Destroy();
 508
 509   // Test for scalar value of the "field" argument
 510   auto scalarField{MakeArray<TypeCategory::Integer, 4>(
 511       std::vector<int>{}, std::vector<std::int32_t>{343})};
 512   RTNAME(Unpack)(result, *vector, *mask, *scalarField, __FILE__, __LINE__);
 513   EXPECT_EQ(result.rank(), 2);
 514   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 515   EXPECT_EQ(result.GetDimension(0).Extent(), 2);
 516   EXPECT_EQ(result.GetDimension(1).LowerBound(), 1);
 517   EXPECT_EQ(result.GetDimension(1).Extent(), 3);
 518   static std::int32_t scalarExpect[6]{343, 1, 2, 343, 343, 3};
 519   for (int j{0}; j < 6; ++j) {
 520     EXPECT_EQ(
 521         *result.ZeroBasedIndexedElement<std::int32_t>(j), scalarExpect[j]);
 522   }
 523   result.Destroy();
 524 }
 525
 526 #if HAS_FLOAT80
 527 // Make sure the destination descriptor is created by the runtime
 528 // with proper element size, when REAL*10 maps to 'long double'.
 529 #define Real10CppType long double
 530 TEST(Transformational, TransposeReal10) {
 531   // ARRAY  1 3 5
 532   //        2 4 6
 533   auto array{MakeArray<TypeCategory::Real, 10>(std::vector<int>{2, 3},
 534       std::vector<Real10CppType>{1.0, 2.0, 3.0, 4.0, 5.0, 6.0},
 535       sizeof(Real10CppType))};
 536   StaticDescriptor<2, true> statDesc;
 537   Descriptor &result{statDesc.descriptor()};
 538   RTNAME(Transpose)(result, *array, __FILE__, __LINE__);
 539   EXPECT_EQ(result.ElementBytes(), sizeof(Real10CppType));
 540   EXPECT_EQ(result.type(), array->type());
 541   EXPECT_EQ(result.rank(), 2);
 542   EXPECT_EQ(result.GetDimension(0).LowerBound(), 1);
 543   EXPECT_EQ(result.GetDimension(0).Extent(), 3);
 544   EXPECT_EQ(result.GetDimension(1).LowerBound(), 1);
 545   EXPECT_EQ(result.GetDimension(1).Extent(), 2);
 546   static Real10CppType expect[6]{1.0, 3.0, 5.0, 2.0, 4.0, 6.0};
 547   for (int j{0}; j < 6; ++j) {
 548     EXPECT_EQ(*result.ZeroBasedIndexedElement<Real10CppType>(j), expect[j]);
 549   }
 550   result.Destroy();
 551 }
 552 #endif