MayaFlux 0.4.0
Digital-First Multimedia Processing Framework
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◆ reconstruct_from_double() [1/2]

template<ComputeData T>
requires (!is_IO<T>::value)
static T MayaFlux::Yantra::OperationHelper::reconstruct_from_double ( const std::vector< std::vector< double > > &  double_data,
const DataStructureInfo structure_info 
)
inlinestatic

Reconstruct ComputeData type from double vector and structure info.

Template Parameters
TTarget ComputeData type
Parameters
double_dataProcessed double vector
structure_infoOriginal structure metadata
Returns
Reconstructed data of type T

Definition at line 254 of file OperationHelper.hpp.

256 {
257 if constexpr (std::is_same_v<T, std::vector<std::vector<double>>>) {
258 return double_data;
259 } else if constexpr (std::is_same_v<T, Eigen::MatrixXd>) {
260 return recreate_eigen_matrix(double_data, structure_info);
261 } else if constexpr (std::is_same_v<T, std::vector<Kakshya::DataVariant>>) {
262 std::vector<Kakshya::DataVariant> variants;
263 variants.reserve(double_data.size());
264 for (const auto& vec : double_data) {
265 variants.emplace_back(vec);
266 }
267 return variants;
268 } else if constexpr (std::is_same_v<T, Kakshya::DataVariant>) {
269 auto data = Kakshya::interleave_channels<double>(double_data);
270 return reconstruct_data_variant_from_double(data, structure_info);
271 } else {
272 error<std::runtime_error>(Journal::Component::Yantra, Journal::Context::Runtime, std::source_location::current(), "Reconstruction not implemented for target type {}", structure_info.original_type.name());
273 return T {};
274 }
275 }
static Kakshya::DataVariant reconstruct_data_variant_from_double(const std::vector< double > &double_data, const DataStructureInfo &structure_info)
Reconstruct DataVariant from double data and structure info.
static Eigen::MatrixXd recreate_eigen_matrix(const std::vector< std::vector< double > > &columns, const DataStructureInfo &structure_info)
Infer data structure from ComputeData type.
@ Runtime
General runtime operations (default fallback)
@ Yantra
DSP algorithms, computational units, matrix operations, Grammar.

References MayaFlux::Yantra::DataStructureInfo::original_type, reconstruct_data_variant_from_double(), recreate_eigen_matrix(), MayaFlux::Journal::Runtime, and MayaFlux::Journal::Yantra.

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