array_utils.h 3.9 KB

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  1. // Ceres Solver - A fast non-linear least squares minimizer
  2. // Copyright 2023 Google Inc. All rights reserved.
  3. // http://ceres-solver.org/
  4. //
  5. // Redistribution and use in source and binary forms, with or without
  6. // modification, are permitted provided that the following conditions are met:
  7. //
  8. // * Redistributions of source code must retain the above copyright notice,
  9. // this list of conditions and the following disclaimer.
  10. // * Redistributions in binary form must reproduce the above copyright notice,
  11. // this list of conditions and the following disclaimer in the documentation
  12. // and/or other materials provided with the distribution.
  13. // * Neither the name of Google Inc. nor the names of its contributors may be
  14. // used to endorse or promote products derived from this software without
  15. // specific prior written permission.
  16. //
  17. // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
  18. // AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
  19. // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
  20. // ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
  21. // LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
  22. // CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
  23. // SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
  24. // INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
  25. // CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
  26. // ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
  27. // POSSIBILITY OF SUCH DAMAGE.
  28. //
  29. // Author: sameeragarwal@google.com (Sameer Agarwal)
  30. //
  31. // Utility routines for validating arrays.
  32. //
  33. // These are useful for detecting two common class of errors.
  34. //
  35. // 1. Uninitialized memory - where the user for some reason did not
  36. // compute part of an array, but the code expects it.
  37. //
  38. // 2. Numerical failure while computing the cost/residual/jacobian,
  39. // e.g. NaN, infinities etc. This is particularly useful since the
  40. // automatic differentiation code does computations that are not
  41. // evident to the user and can silently generate hard to debug errors.
  42. #ifndef CERES_INTERNAL_ARRAY_UTILS_H_
  43. #define CERES_INTERNAL_ARRAY_UTILS_H_
  44. #include <cstdint>
  45. #include <string>
  46. #include "ceres/internal/disable_warnings.h"
  47. #include "ceres/internal/export.h"
  48. namespace ceres::internal {
  49. // Fill the array x with an impossible value that the user code is
  50. // never expected to compute.
  51. CERES_NO_EXPORT void InvalidateArray(const int64_t size, double* x);
  52. // Check if all the entries of the array x are valid, i.e. all the
  53. // values in the array should be finite and none of them should be
  54. // equal to the "impossible" value used by InvalidateArray.
  55. CERES_NO_EXPORT bool IsArrayValid(const int64_t size, const double* x);
  56. // If the array contains an invalid value, return the index for it,
  57. // otherwise return size.
  58. CERES_NO_EXPORT int64_t FindInvalidValue(const int64_t size, const double* x);
  59. // Utility routine to print an array of doubles to a string. If the
  60. // array pointer is nullptr, it is treated as an array of zeros.
  61. CERES_NO_EXPORT void AppendArrayToString(const int64_t size,
  62. const double* x,
  63. std::string* result);
  64. // This routine takes an array of integer values, sorts and uniques
  65. // them and then maps each value in the array to its position in the
  66. // sorted+uniqued array. By doing this, if there are k unique
  67. // values in the array, each value is replaced by an integer in the
  68. // range [0, k-1], while preserving their relative order.
  69. //
  70. // For example
  71. //
  72. // [1 0 3 5 0 1 5]
  73. //
  74. // gets mapped to
  75. //
  76. // [1 0 2 3 0 1 3]
  77. CERES_NO_EXPORT void MapValuesToContiguousRange(const int64_t size, int* array);
  78. } // namespace ceres::internal
  79. #include "ceres/internal/reenable_warnings.h"
  80. #endif // CERES_INTERNAL_ARRAY_UTILS_H_