James Kuszmaul | 590e33e | 2024-01-14 17:54:00 -0800 | [diff] [blame] | 1 | #ifndef FRC971_MATH_FLATBUFFERS_MATRIX_H_ |
| 2 | #define FRC971_MATH_FLATBUFFERS_MATRIX_H_ |
| 3 | // This library provides utilities for converting between a frc971.fbs.Matrix |
| 4 | // flatbuffer type and an Eigen::Matrix. |
| 5 | // The interesting methods are ToEigen(), ToEigenOrDie(), and FromEigen(). |
Austin Schuh | 99f7c6a | 2024-06-25 22:07:44 -0700 | [diff] [blame^] | 6 | #include "absl/log/check.h" |
| 7 | #include "absl/log/log.h" |
James Kuszmaul | 590e33e | 2024-01-14 17:54:00 -0800 | [diff] [blame] | 8 | #include "tl/expected.hpp" |
| 9 | #include <Eigen/Core> |
| 10 | |
| 11 | #include "frc971/math/matrix_static.h" |
| 12 | |
| 13 | namespace frc971 { |
| 14 | inline constexpr Eigen::StorageOptions ToEigenStorageOrder( |
| 15 | fbs::StorageOrder storage_order, int Rows, int Cols) { |
| 16 | // Eigen only implements one *Major version of the Matrix class for vectors. |
| 17 | // See https://eigen.tuxfamily.org/bz/show_bug.cgi?id=416 |
| 18 | if (Rows == 1) { |
| 19 | return Eigen::RowMajor; |
| 20 | } |
| 21 | if (Cols == 1) { |
| 22 | return Eigen::ColMajor; |
| 23 | } |
| 24 | return storage_order == fbs::StorageOrder::ColMajor ? Eigen::ColMajor |
| 25 | : Eigen::RowMajor; |
| 26 | } |
| 27 | |
| 28 | template <int Rows, int Cols, fbs::StorageOrder StorageOrder> |
| 29 | struct EigenMatrix { |
| 30 | typedef Eigen::Matrix<double, Rows, Cols, |
| 31 | ToEigenStorageOrder(StorageOrder, Rows, Cols)> |
| 32 | type; |
| 33 | }; |
| 34 | |
| 35 | inline std::ostream &operator<<(std::ostream &os, fbs::MatrixField field) { |
| 36 | os << fbs::EnumNameMatrixField(field); |
| 37 | return os; |
| 38 | } |
| 39 | |
| 40 | inline std::ostream &operator<<(std::ostream &os, fbs::FieldError error) { |
| 41 | os << fbs::EnumNameFieldError(error); |
| 42 | return os; |
| 43 | } |
| 44 | |
| 45 | struct ConversionFailure { |
| 46 | fbs::MatrixField field; |
| 47 | fbs::FieldError error; |
| 48 | bool operator==(const ConversionFailure &) const = default; |
| 49 | }; |
| 50 | |
| 51 | inline std::ostream &operator<<(std::ostream &os, ConversionFailure failure) { |
| 52 | os << "(" << failure.field << ", " << failure.error << ")"; |
| 53 | return os; |
| 54 | } |
| 55 | |
| 56 | template <int Rows, int Cols, |
| 57 | fbs::StorageOrder StorageOrder = fbs::StorageOrder::ColMajor> |
| 58 | tl::expected<typename EigenMatrix<Rows, Cols, StorageOrder>::type, |
| 59 | ConversionFailure> |
| 60 | ToEigen(const fbs::Matrix &matrix) { |
| 61 | if (!matrix.has_rows()) { |
| 62 | return tl::unexpected( |
| 63 | ConversionFailure{fbs::MatrixField::kRows, fbs::FieldError::kMissing}); |
| 64 | } |
| 65 | if (!matrix.has_cols()) { |
| 66 | return tl::unexpected( |
| 67 | ConversionFailure{fbs::MatrixField::kCols, fbs::FieldError::kMissing}); |
| 68 | } |
| 69 | if (!matrix.has_data()) { |
| 70 | return tl::unexpected( |
| 71 | ConversionFailure{fbs::MatrixField::kData, fbs::FieldError::kMissing}); |
| 72 | } |
| 73 | if (matrix.rows() != Rows) { |
| 74 | return tl::unexpected(ConversionFailure{ |
| 75 | fbs::MatrixField::kRows, fbs::FieldError::kInconsistentWithTemplate}); |
| 76 | } |
| 77 | if (matrix.cols() != Cols) { |
| 78 | return tl::unexpected(ConversionFailure{ |
| 79 | fbs::MatrixField::kCols, fbs::FieldError::kInconsistentWithTemplate}); |
| 80 | } |
| 81 | if (matrix.storage_order() != StorageOrder) { |
| 82 | return tl::unexpected( |
| 83 | ConversionFailure{fbs::MatrixField::kStorageOrder, |
| 84 | fbs::FieldError::kInconsistentWithTemplate}); |
| 85 | } |
| 86 | if (matrix.data()->size() != Rows * Cols) { |
| 87 | return tl::unexpected(ConversionFailure{ |
| 88 | fbs::MatrixField::kData, fbs::FieldError::kInconsistentWithTemplate}); |
| 89 | } |
| 90 | return typename EigenMatrix<Rows, Cols, StorageOrder>::type( |
| 91 | matrix.data()->data()); |
| 92 | } |
| 93 | |
| 94 | template <int Rows, int Cols, |
| 95 | fbs::StorageOrder StorageOrder = fbs::StorageOrder::ColMajor> |
| 96 | typename EigenMatrix<Rows, Cols, StorageOrder>::type ToEigenOrDie( |
| 97 | const fbs::Matrix &matrix) { |
| 98 | auto result = ToEigen<Rows, Cols, StorageOrder>(matrix); |
| 99 | if (!result.has_value()) { |
| 100 | LOG(FATAL) << "Failed to convert to matrix with error " << result.error() |
| 101 | << "."; |
| 102 | } |
| 103 | return result.value(); |
| 104 | } |
| 105 | |
| 106 | template <int Rows, int Cols, |
| 107 | fbs::StorageOrder StorageOrder = fbs::StorageOrder::ColMajor> |
| 108 | bool FromEigen( |
| 109 | const typename EigenMatrix<Rows, Cols, StorageOrder>::type &matrix, |
| 110 | fbs::MatrixStatic *flatbuffer) { |
| 111 | constexpr size_t kSize = Rows * Cols; |
| 112 | auto data = flatbuffer->add_data(); |
| 113 | if (!data->reserve(kSize)) { |
| 114 | return false; |
| 115 | } |
| 116 | // TODO(james): Use From*() methods once they get upstreamed... |
| 117 | data->resize(kSize); |
| 118 | std::copy(matrix.data(), matrix.data() + kSize, data->data()); |
| 119 | flatbuffer->set_rows(Rows); |
| 120 | flatbuffer->set_cols(Cols); |
| 121 | flatbuffer->set_storage_order(StorageOrder); |
| 122 | return true; |
| 123 | } |
| 124 | |
James Kuszmaul | 2739765 | 2024-03-15 21:44:52 -0700 | [diff] [blame] | 125 | template <int Rows, int Cols, |
| 126 | fbs::StorageOrder StorageOrder = fbs::StorageOrder::ColMajor> |
| 127 | flatbuffers::Offset<fbs::Matrix> FromEigen( |
| 128 | const typename EigenMatrix<Rows, Cols, StorageOrder>::type &matrix, |
| 129 | flatbuffers::FlatBufferBuilder *fbb) { |
| 130 | constexpr size_t kSize = Rows * Cols; |
| 131 | flatbuffers::Offset<flatbuffers::Vector<double>> data_offset = |
| 132 | fbb->CreateVector(matrix.data(), kSize); |
| 133 | fbs::Matrix::Builder builder(*fbb); |
| 134 | builder.add_rows(Rows); |
| 135 | builder.add_cols(Cols); |
| 136 | builder.add_storage_order(StorageOrder); |
| 137 | builder.add_data(data_offset); |
| 138 | return builder.Finish(); |
| 139 | } |
| 140 | |
James Kuszmaul | 590e33e | 2024-01-14 17:54:00 -0800 | [diff] [blame] | 141 | template <typename T> |
| 142 | bool FromEigen(const T &matrix, fbs::MatrixStatic *flatbuffer) { |
| 143 | return FromEigen<T::RowsAtCompileTime, T::ColsAtCompileTime, |
| 144 | (T::IsRowMajor ? fbs::StorageOrder::RowMajor |
| 145 | : fbs::StorageOrder::ColMajor)>(matrix, |
| 146 | flatbuffer); |
| 147 | } |
| 148 | |
| 149 | } // namespace frc971 |
| 150 | #endif // FRC971_MATH_FLATBUFFERS_MATRIX_H_ |