#include "reference_comparison.hpp" #include "fesa/analysis/analysis_model.hpp" #include "fesa/assembly/load_assembler.hpp" #include "fesa/fem/dof_manager.hpp" #include "fesa/io/abaqus/domain_mapper.hpp" #include "fesa/io/abaqus/input_reader.hpp" #include "fesa/results/result_recovery.hpp" #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include namespace fesa::test { namespace { constexpr const char* kModelId = "cantilever-beam-b33"; constexpr const char* kStepName = "Step-1"; constexpr std::size_t kFrameIndex = 0U; constexpr const char* kFrameText = "Increment 1: Step Time = 1.000"; constexpr const char* kInputName = "cantilever beam.inp"; constexpr const char* kDisplacementName = "cantilever beam displacements.csv"; constexpr const char* kReactionName = "cantilever beam reactions.csv"; constexpr const char* kSectionName = "cantilever beam elemental forces.csv"; constexpr const char* kDisplacementPath = "/steps/Step-1/frames/0/nodal/displacement"; constexpr const char* kReactionPath = "/steps/Step-1/frames/0/nodal/reaction"; constexpr const char* kSectionPath = "/steps/Step-1/frames/0/element/section_resultant"; constexpr const char* kStressPath = "/steps/Step-1/frames/0/element/stress_s11"; constexpr double kKinematicFloor = 1.0e-9; constexpr double kForceMomentFloor = 1.0e-3; constexpr double kRelativeCoefficient = 1.0e-6; class ComparisonFailure final : public std::runtime_error { public: ComparisonFailure(std::string code, std::string message) : std::runtime_error{std::move(message)}, code_{std::move(code)} {} const std::string& code() const noexcept { return code_; } private: std::string code_; }; [[noreturn]] void fail(const std::string& code, const std::string& message) { throw ComparisonFailure{code, message}; } Status comparisonFailureStatus( const std::string& code, const std::string& message) { return Status::failure( FailureCategory::model, {{Severity::error, code, {}, "", kModelId, message}}); } std::string trim(const std::string& value) { const auto isSpace = [](const unsigned char character) { return std::isspace(character) != 0; }; const auto begin = std::find_if_not( value.begin(), value.end(), [&](const char character) { return isSpace(static_cast(character)); }); const auto end = std::find_if_not( value.rbegin(), value.rend(), [&](const char character) { return isSpace(static_cast(character)); }).base(); return begin < end ? std::string{begin, end} : std::string{}; } std::string collapseWhitespace(const std::string& value) { std::string result; bool pendingSpace = false; for (const char character : trim(value)) { if (std::isspace(static_cast(character)) != 0) { pendingSpace = !result.empty(); } else { if (pendingSpace) { result.push_back(' '); } result.push_back(character); pendingSpace = false; } } return result; } std::string asciiLower(std::string value) { std::transform( value.begin(), value.end(), value.begin(), [](const char character) { if (character >= 'A' && character <= 'Z') { return static_cast(character - 'A' + 'a'); } return character; }); return value; } std::vector splitCsvLine(const std::string& line) { std::vector fields; std::size_t start = 0U; while (true) { const std::size_t comma = line.find(',', start); fields.push_back(trim(line.substr(start, comma - start))); if (comma == std::string::npos) { break; } start = comma + 1U; } return fields; } std::int64_t parsePositiveLabel(const std::string& field) { std::int64_t value = 0; const char* const begin = field.data(); const char* const end = begin + field.size(); const auto parsed = std::from_chars(begin, end, value); if (parsed.ec != std::errc{} || parsed.ptr != end || value <= 0) { fail("schema-mismatch", "A CSV or HDF5 source-node label is invalid."); } return value; } double parseFiniteDouble(const std::string& field) { if (field.empty()) { fail("schema-mismatch", "A reference numeric field is empty."); } errno = 0; char* end = nullptr; const double value = std::strtod(field.c_str(), &end); if (errno == ERANGE || end == field.c_str() || end == nullptr || *end != '\0' || !std::isfinite(value)) { fail("schema-mismatch", "A reference numeric field is nonfinite or invalid."); } return value; } struct WideReferenceRow { std::string instanceName; std::int64_t sourceNodeLabel; std::vector values; }; struct ReferenceTable { std::vector rows; }; ReferenceTable readReferenceCsv( const std::filesystem::path& path, const std::vector& expectedHeader) { std::ifstream stream{path}; if (!stream) { fail("needs-reference-artifacts", "An approved reference CSV is missing."); } std::string line; if (!std::getline(stream, line)) { fail("schema-mismatch", "An approved reference CSV is empty."); } if (!line.empty() && line.back() == '\r') { line.pop_back(); } if (splitCsvLine(line) != expectedHeader) { fail("schema-mismatch", "An approved reference CSV header is not exact."); } ReferenceTable table; while (std::getline(stream, line)) { if (!line.empty() && line.back() == '\r') { line.pop_back(); } if (line.empty()) { fail("schema-mismatch", "Blank reference CSV rows are not allowed."); } const auto fields = splitCsvLine(line); if (fields.size() != expectedHeader.size() || collapseWhitespace(fields[0U]) != kFrameText || fields[1U].empty()) { fail("schema-mismatch", "A reference CSV row has invalid schema or frame identity."); } WideReferenceRow row{}; row.instanceName = fields[1U]; row.sourceNodeLabel = parsePositiveLabel(fields[2U]); row.values.reserve(fields.size() - 3U); for (std::size_t field = 3U; field < fields.size(); ++field) { row.values.push_back(parseFiniteDouble(fields[field])); } const auto duplicate = std::find_if( table.rows.begin(), table.rows.end(), [&](const WideReferenceRow& existing) { return asciiLower(existing.instanceName) == asciiLower(row.instanceName) && existing.sourceNodeLabel == row.sourceNodeLabel; }); if (duplicate != table.rows.end()) { fail("schema-mismatch", "A reference CSV row identity is duplicated."); } table.rows.push_back(std::move(row)); } if (table.rows.empty()) { fail("schema-mismatch", "An approved reference CSV has no data rows."); } return table; } void requireExactArtifactInventory( const std::filesystem::path& legacyDirectory) { std::error_code error; if (!std::filesystem::is_directory(legacyDirectory, error) || error) { fail("needs-reference-artifacts", "The approved legacy directory is missing."); } std::vector names; for (std::filesystem::directory_iterator iterator{legacyDirectory, error}, end; iterator != end && !error; iterator.increment(error)) { if (!iterator->is_regular_file(error) || error) { fail("needs-reference-artifacts", "The legacy bundle contains a non-file entry."); } names.push_back(iterator->path().filename().string()); } if (error) { fail("needs-reference-artifacts", "The legacy bundle cannot be inspected."); } std::sort(names.begin(), names.end()); std::vector expected = { kDisplacementName, kInputName, kReactionName, kSectionName}; std::sort(expected.begin(), expected.end()); if (names != expected) { fail("needs-reference-artifacts", "The legacy bundle inventory is not exact."); } } Domain readApprovedDomain(const std::filesystem::path& inputPath) { AbaqusInputReader reader; auto parsed = reader.read(inputPath); if (!parsed.hasValue()) { fail("needs-reference-artifacts", "The approved reference input cannot be parsed."); } AbaqusDomainMapper mapper; auto domain = mapper.map(parsed.value()); if (!domain.hasValue()) { fail( "needs-reference-artifacts", "The approved reference input is not the required B33 model."); } return std::move(domain.value()); } class Hdf5Handle { public: using Closer = herr_t (*)(hid_t); Hdf5Handle() = default; Hdf5Handle(const hid_t value, Closer closer) : value_{value}, closer_{closer} {} Hdf5Handle(const Hdf5Handle&) = delete; Hdf5Handle& operator=(const Hdf5Handle&) = delete; Hdf5Handle(Hdf5Handle&& other) noexcept : value_{other.value_}, closer_{other.closer_} { other.value_ = -1; other.closer_ = nullptr; } Hdf5Handle& operator=(Hdf5Handle&& other) noexcept { if (this != &other) { reset(); value_ = other.value_; closer_ = other.closer_; other.value_ = -1; other.closer_ = nullptr; } return *this; } ~Hdf5Handle() { reset(); } hid_t get() const noexcept { return value_; } private: void reset() noexcept { if (value_ >= 0 && closer_ != nullptr) { (void)closer_(value_); } value_ = -1; closer_ = nullptr; } hid_t value_{-1}; Closer closer_{nullptr}; }; class Hdf5ErrorSilencer { public: Hdf5ErrorSilencer() { if (H5Eget_auto2(H5E_DEFAULT, &callback_, &clientData_) >= 0 && H5Eset_auto2(H5E_DEFAULT, nullptr, nullptr) >= 0) { active_ = true; } } Hdf5ErrorSilencer(const Hdf5ErrorSilencer&) = delete; Hdf5ErrorSilencer& operator=(const Hdf5ErrorSilencer&) = delete; ~Hdf5ErrorSilencer() { if (active_) { (void)H5Eset_auto2(H5E_DEFAULT, callback_, clientData_); } } private: H5E_auto2_t callback_{nullptr}; void* clientData_{nullptr}; bool active_{false}; }; class Hdf5VlenReclaimer { public: Hdf5VlenReclaimer( const hid_t memoryType, const hid_t dataSpace, void* const data) noexcept : memoryType_{memoryType}, dataSpace_{dataSpace}, data_{data} {} Hdf5VlenReclaimer(const Hdf5VlenReclaimer&) = delete; Hdf5VlenReclaimer& operator=(const Hdf5VlenReclaimer&) = delete; ~Hdf5VlenReclaimer() { if (active_) { (void)H5Dvlen_reclaim( memoryType_, dataSpace_, H5P_DEFAULT, data_); } } herr_t reclaim() noexcept { active_ = false; return H5Dvlen_reclaim( memoryType_, dataSpace_, H5P_DEFAULT, data_); } private: hid_t memoryType_; hid_t dataSpace_; void* data_; bool active_{true}; }; hid_t requireId(const hid_t value, const char* message) { if (value < 0) { fail("schema-mismatch", message); } return value; } void requireHdf(const herr_t value, const char* message) { if (value < 0) { fail("schema-mismatch", message); } } Hdf5Handle openDataset(const hid_t file, const char* path) { return {requireId(H5Dopen2(file, path, H5P_DEFAULT), "A required HDF5 dataset is missing."), H5Dclose}; } std::vector datasetDimensions(const hid_t dataset) { Hdf5Handle space{ requireId(H5Dget_space(dataset), "Unable to inspect an HDF5 dataspace."), H5Sclose}; const int rank = H5Sget_simple_extent_ndims(space.get()); if (rank < 0) { fail("schema-mismatch", "Unable to inspect an HDF5 dataset rank."); } std::vector dimensions(static_cast(rank)); if (rank > 0) { requireHdf( H5Sget_simple_extent_dims(space.get(), dimensions.data(), nullptr), "Unable to inspect HDF5 dataset dimensions."); } return dimensions; } std::string readStringAttribute(const hid_t object, const char* name) { Hdf5Handle attribute{ requireId(H5Aopen(object, name, H5P_DEFAULT), "A required HDF5 string attribute is missing."), H5Aclose}; Hdf5Handle type{ requireId(H5Aget_type(attribute.get()), "Unable to inspect an HDF5 string attribute."), H5Tclose}; if (H5Tget_class(type.get()) != H5T_STRING || H5Tis_variable_str(type.get()) <= 0 || H5Tget_cset(type.get()) != H5T_CSET_UTF8) { fail("schema-mismatch", "An HDF5 string attribute has the wrong type."); } char* raw = nullptr; requireHdf( H5Aread(attribute.get(), type.get(), &raw), "Unable to read an HDF5 string attribute."); if (raw == nullptr) { fail("schema-mismatch", "An HDF5 string attribute is null."); } const std::string value{raw}; requireHdf(H5free_memory(raw), "Unable to release HDF5 string memory."); return value; } std::uint64_t readUint64Attribute(const hid_t object, const char* name) { Hdf5Handle attribute{ requireId(H5Aopen(object, name, H5P_DEFAULT), "A required HDF5 integer attribute is missing."), H5Aclose}; Hdf5Handle type{ requireId(H5Aget_type(attribute.get()), "Unable to inspect an HDF5 integer attribute."), H5Tclose}; if (H5Tget_class(type.get()) != H5T_INTEGER || H5Tget_size(type.get()) != sizeof(std::uint64_t) || H5Tget_sign(type.get()) != H5T_SGN_NONE) { fail("schema-mismatch", "An HDF5 integer attribute has the wrong type."); } std::uint64_t value = 0U; requireHdf( H5Aread(attribute.get(), H5T_NATIVE_UINT64, &value), "Unable to read an HDF5 integer attribute."); return value; } void requireStringAttribute( const hid_t object, const char* name, const char* expected) { if (readStringAttribute(object, name) != expected) { fail("schema-mismatch", "An HDF5 string attribute has the wrong value."); } } void requireResultAttributes( const hid_t dataset, const char* components, const char* units, const char* coordinateSystem, const char* location) { requireStringAttribute(dataset, "component_names", components); requireStringAttribute(dataset, "component_unit_dimensions", units); requireStringAttribute(dataset, "coordinate_system", coordinateSystem); requireStringAttribute(dataset, "location", location); requireStringAttribute(dataset, "step_name", kStepName); if (readUint64Attribute(dataset, "frame_index") != kFrameIndex) { fail("schema-mismatch", "An HDF5 result has the wrong frame identity."); } } std::vector readDoubleDataset( const hid_t file, const char* path, const std::vector& expectedDimensions, const char* components, const char* units, const char* coordinateSystem, const char* location) { auto dataset = openDataset(file, path); if (datasetDimensions(dataset.get()) != expectedDimensions) { fail("schema-mismatch", "An HDF5 result dataset has the wrong shape."); } Hdf5Handle type{ requireId(H5Dget_type(dataset.get()), "Unable to inspect an HDF5 result type."), H5Tclose}; if (H5Tget_class(type.get()) != H5T_FLOAT || H5Tget_size(type.get()) != sizeof(double) || H5Tequal(type.get(), H5T_IEEE_F64LE) <= 0) { fail("schema-mismatch", "An HDF5 result dataset is not float64."); } requireResultAttributes( dataset.get(), components, units, coordinateSystem, location); std::size_t count = 1U; for (const hsize_t dimension : expectedDimensions) { if (dimension > (std::numeric_limits::max)() / count) { fail("schema-mismatch", "An HDF5 result shape overflows size_t."); } count *= static_cast(dimension); } std::vector values(count); if (!values.empty()) { requireHdf( H5Dread( dataset.get(), H5T_NATIVE_DOUBLE, H5S_ALL, H5S_ALL, H5P_DEFAULT, values.data()), "Unable to read an HDF5 result dataset."); } if (!std::all_of(values.begin(), values.end(), [](const double value) { return std::isfinite(value); })) { fail("schema-mismatch", "An HDF5 comparison value is nonfinite."); } return values; } void requireCompoundMembers( const hid_t dataset, const std::vector& expected) { Hdf5Handle type{ requireId(H5Dget_type(dataset), "Unable to inspect an HDF5 compound type."), H5Tclose}; if (H5Tget_class(type.get()) != H5T_COMPOUND || H5Tget_nmembers(type.get()) != static_cast(expected.size())) { fail("schema-mismatch", "An HDF5 compound dataset has the wrong schema."); } for (std::size_t index = 0U; index < expected.size(); ++index) { char* raw = H5Tget_member_name(type.get(), static_cast(index)); if (raw == nullptr) { fail("schema-mismatch", "Unable to inspect an HDF5 member name."); } const std::string actual{raw}; requireHdf(H5free_memory(raw), "Unable to release an HDF5 member name."); if (actual != expected[index]) { fail("schema-mismatch", "An HDF5 compound member has the wrong name."); } } } Hdf5Handle makeVariableStringType() { Hdf5Handle type{ requireId(H5Tcopy(H5T_C_S1), "Unable to create an HDF5 string type."), H5Tclose}; requireHdf( H5Tset_size(type.get(), H5T_VARIABLE), "Unable to size an HDF5 string type."); requireHdf( H5Tset_cset(type.get(), H5T_CSET_UTF8), "Unable to configure an HDF5 string type."); return type; } struct NodeMemoryRow { std::uint64_t internalNodeId; char* instanceName; char* sourceLabel; double coordinates[3]; }; struct ElementMemoryRow { std::uint64_t internalElementId; char* instanceName; char* sourceLabel; std::uint64_t nodeInternalIds[2]; double localAxes[9]; }; struct HdfNode { std::uint64_t internalNodeId; std::string instanceName; std::int64_t sourceNodeLabel; std::string sourceNodeLabelText; std::array coordinates; }; struct HdfElement { std::uint64_t internalElementId; std::string instanceName; std::int64_t sourceElementLabel; std::string sourceElementLabelText; std::array nodeInternalIds; std::array localAxes; }; std::vector readNodeRows(const hid_t file) { auto dataset = openDataset(file, "/model/nodes"); const auto dimensions = datasetDimensions(dataset.get()); if (dimensions.size() != 1U || dimensions[0U] == 0U) { fail("schema-mismatch", "The HDF5 node table has the wrong shape."); } requireCompoundMembers( dataset.get(), {"internal_node_id", "instance_name", "source_label", "coordinates"}); requireStringAttribute(dataset.get(), "coordinate_system", "global-cartesian"); requireStringAttribute(dataset.get(), "units_label", "length"); auto stringType = makeVariableStringType(); const hsize_t coordinateDimensions[1] = {3U}; Hdf5Handle coordinateType{ requireId( H5Tarray_create2(H5T_NATIVE_DOUBLE, 1, coordinateDimensions), "Unable to create the node coordinate memory type."), H5Tclose}; Hdf5Handle memoryType{ requireId(H5Tcreate(H5T_COMPOUND, sizeof(NodeMemoryRow)), "Unable to create the node memory type."), H5Tclose}; requireHdf( H5Tinsert(memoryType.get(), "internal_node_id", HOFFSET(NodeMemoryRow, internalNodeId), H5T_NATIVE_UINT64), "Unable to define the node ID memory field."); requireHdf( H5Tinsert(memoryType.get(), "instance_name", HOFFSET(NodeMemoryRow, instanceName), stringType.get()), "Unable to define the node instance memory field."); requireHdf( H5Tinsert(memoryType.get(), "source_label", HOFFSET(NodeMemoryRow, sourceLabel), stringType.get()), "Unable to define the node label memory field."); requireHdf( H5Tinsert(memoryType.get(), "coordinates", HOFFSET(NodeMemoryRow, coordinates), coordinateType.get()), "Unable to define the node coordinate memory field."); std::vector raw(static_cast(dimensions[0U])); Hdf5Handle space{ requireId(H5Dget_space(dataset.get()), "Unable to reopen the node dataspace."), H5Sclose}; requireHdf( H5Dread(dataset.get(), memoryType.get(), H5S_ALL, H5S_ALL, H5P_DEFAULT, raw.data()), "Unable to read the HDF5 node table."); Hdf5VlenReclaimer strings{memoryType.get(), space.get(), raw.data()}; std::vector rows; rows.reserve(raw.size()); for (const auto& row : raw) { if (row.instanceName == nullptr || row.sourceLabel == nullptr) { fail("schema-mismatch", "An HDF5 node identity is null."); } const std::array coordinates = { row.coordinates[0U], row.coordinates[1U], row.coordinates[2U]}; if (!std::all_of( coordinates.begin(), coordinates.end(), [](const double value) { return std::isfinite(value); })) { fail("schema-mismatch", "An HDF5 node coordinate is nonfinite."); } rows.push_back({ row.internalNodeId, row.instanceName, parsePositiveLabel(row.sourceLabel), row.sourceLabel, coordinates}); } requireHdf( strings.reclaim(), "Unable to reclaim HDF5 node strings."); return rows; } std::vector readElementRows(const hid_t file) { auto dataset = openDataset(file, "/model/elements"); const auto dimensions = datasetDimensions(dataset.get()); if (dimensions.size() != 1U || dimensions[0U] == 0U) { fail("schema-mismatch", "The HDF5 element table has the wrong shape."); } requireCompoundMembers( dataset.get(), {"internal_element_id", "instance_name", "source_label", "node_internal_ids", "local_axes"}); requireStringAttribute(dataset.get(), "formulation", "B33-3D-Euler-Bernoulli"); auto stringType = makeVariableStringType(); const hsize_t connectivityDimensions[1] = {2U}; const hsize_t axesDimensions[2] = {3U, 3U}; Hdf5Handle connectivityType{ requireId( H5Tarray_create2(H5T_NATIVE_UINT64, 1, connectivityDimensions), "Unable to create the connectivity memory type."), H5Tclose}; Hdf5Handle axesType{ requireId( H5Tarray_create2(H5T_NATIVE_DOUBLE, 2, axesDimensions), "Unable to create the local-axis memory type."), H5Tclose}; Hdf5Handle memoryType{ requireId(H5Tcreate(H5T_COMPOUND, sizeof(ElementMemoryRow)), "Unable to create the element memory type."), H5Tclose}; requireHdf( H5Tinsert(memoryType.get(), "internal_element_id", HOFFSET(ElementMemoryRow, internalElementId), H5T_NATIVE_UINT64), "Unable to define the element ID memory field."); requireHdf( H5Tinsert(memoryType.get(), "instance_name", HOFFSET(ElementMemoryRow, instanceName), stringType.get()), "Unable to define the element instance memory field."); requireHdf( H5Tinsert(memoryType.get(), "source_label", HOFFSET(ElementMemoryRow, sourceLabel), stringType.get()), "Unable to define the element label memory field."); requireHdf( H5Tinsert(memoryType.get(), "node_internal_ids", HOFFSET(ElementMemoryRow, nodeInternalIds), connectivityType.get()), "Unable to define the connectivity memory field."); requireHdf( H5Tinsert(memoryType.get(), "local_axes", HOFFSET(ElementMemoryRow, localAxes), axesType.get()), "Unable to define the local-axis memory field."); std::vector raw(static_cast(dimensions[0U])); Hdf5Handle space{ requireId(H5Dget_space(dataset.get()), "Unable to reopen the element dataspace."), H5Sclose}; requireHdf( H5Dread(dataset.get(), memoryType.get(), H5S_ALL, H5S_ALL, H5P_DEFAULT, raw.data()), "Unable to read the HDF5 element table."); Hdf5VlenReclaimer strings{memoryType.get(), space.get(), raw.data()}; std::vector rows; rows.reserve(raw.size()); for (const auto& row : raw) { if (row.instanceName == nullptr || row.sourceLabel == nullptr) { fail("schema-mismatch", "An HDF5 element identity is null."); } HdfElement converted{}; converted.internalElementId = row.internalElementId; converted.instanceName = row.instanceName; converted.sourceElementLabel = parsePositiveLabel(row.sourceLabel); converted.sourceElementLabelText = row.sourceLabel; converted.nodeInternalIds = { row.nodeInternalIds[0U], row.nodeInternalIds[1U]}; std::copy( std::begin(row.localAxes), std::end(row.localAxes), converted.localAxes.begin()); if (!std::all_of( converted.localAxes.begin(), converted.localAxes.end(), [](const double value) { return std::isfinite(value); })) { fail("schema-mismatch", "An HDF5 local axis is nonfinite."); } rows.push_back(std::move(converted)); } requireHdf( strings.reclaim(), "Unable to reclaim HDF5 element strings."); return rows; } void requireFiniteStress(const hid_t file) { auto dataset = openDataset(file, kStressPath); const auto dimensions = datasetDimensions(dataset.get()); if (dimensions.size() != 1U || dimensions[0U] == 0U) { fail("schema-mismatch", "The mandatory stress dataset has no rows."); } requireCompoundMembers( dataset.get(), {"internal_element_id", "gauss_point_index", "section_point_index", "x1", "x2", "source", "S11"}); requireResultAttributes( dataset.get(), "S11", "force/length^2", "beam-local", "section-point"); struct StressValue { double s11; }; Hdf5Handle memoryType{ requireId(H5Tcreate(H5T_COMPOUND, sizeof(StressValue)), "Unable to create a stress memory type."), H5Tclose}; requireHdf( H5Tinsert(memoryType.get(), "S11", HOFFSET(StressValue, s11), H5T_NATIVE_DOUBLE), "Unable to define the stress memory field."); std::vector values(static_cast(dimensions[0U])); requireHdf( H5Dread(dataset.get(), memoryType.get(), H5S_ALL, H5S_ALL, H5P_DEFAULT, values.data()), "Unable to read the stress dataset."); if (!std::all_of(values.begin(), values.end(), [](const StressValue& value) { return std::isfinite(value.s11); })) { fail("schema-mismatch", "The mandatory stress dataset is nonfinite."); } } std::array expectedLocalAxes( const Domain& domain, const EulerBeam3DDefinition& element) { const auto& first = domain.nodes()[element.nodeIndices[0U]].coordinates; const auto& second = domain.nodes()[element.nodeIndices[1U]].coordinates; const auto& guide = domain.sections()[element.sectionIndex].firstAxis; const std::array delta = { second[0U] - first[0U], second[1U] - first[1U], second[2U] - first[2U]}; const double length = std::hypot(delta[0U], delta[1U], delta[2U]); const std::array x = { delta[0U] / length, delta[1U] / length, delta[2U] / length}; const double projection = guide[0U] * x[0U] + guide[1U] * x[1U] + guide[2U] * x[2U]; const std::array yTrial = { guide[0U] - projection * x[0U], guide[1U] - projection * x[1U], guide[2U] - projection * x[2U]}; const double yNorm = std::hypot(yTrial[0U], yTrial[1U], yTrial[2U]); const std::array y = { yTrial[0U] / yNorm, yTrial[1U] / yNorm, yTrial[2U] / yNorm}; const std::array z = { x[1U] * y[2U] - x[2U] * y[1U], x[2U] * y[0U] - x[0U] * y[2U], x[0U] * y[1U] - x[1U] * y[0U]}; return { x[0U], x[1U], x[2U], y[0U], y[1U], y[2U], z[0U], z[1U], z[2U]}; } struct HdfProjection { std::vector nodes; std::vector elements; std::vector displacement; std::vector reaction; std::vector sectionResultants; }; HdfProjection readHdfProjection( const std::filesystem::path& results, const std::filesystem::path& input, const Domain& domain) { std::error_code error; if (!std::filesystem::is_regular_file(results, error) || error) { fail("needs-solver-results", "The authoritative FESA results.h5 is missing."); } Hdf5ErrorSilencer silence; if (H5Fis_hdf5(results.string().c_str()) <= 0) { fail("schema-mismatch", "The solver result is not an HDF5 file."); } Hdf5Handle file{ requireId(H5Fopen(results.string().c_str(), H5F_ACC_RDONLY, H5P_DEFAULT), "Unable to open the solver HDF5 file read-only."), H5Fclose}; Hdf5Handle metadata{ requireId(H5Gopen2(file.get(), "/metadata", H5P_DEFAULT), "The HDF5 metadata group is missing."), H5Gclose}; if (readUint64Attribute(metadata.get(), "schema_version") != 0U || readUint64Attribute(metadata.get(), "frame_index") != kFrameIndex) { fail("schema-mismatch", "The HDF5 schema or frame version is wrong."); } requireStringAttribute( metadata.get(), "feature_id", "linear-static-3d-euler-beam"); requireStringAttribute( metadata.get(), "unit_system_label", "user-consistent-unspecified"); requireStringAttribute( metadata.get(), "coordinate_convention", "global-cartesian; beam-local=(t,n1,t-cross-n1)"); requireStringAttribute( metadata.get(), "element_formulation", "B33-3D-Euler-Bernoulli"); requireStringAttribute(metadata.get(), "step_name", kStepName); const std::string sourceIdentity = readStringAttribute(metadata.get(), "source_input_identity"); const std::string normalizedInput = std::filesystem::absolute(input).lexically_normal().generic_u8string(); const std::string expectedIdentity = "path=" + normalizedInput + ";content_identity=" + domain.sourceContentIdentity(); if (sourceIdentity != expectedIdentity) { fail("schema-mismatch", "The HDF5 source-input identity is inconsistent."); } HdfProjection projection{}; projection.nodes = readNodeRows(file.get()); projection.elements = readElementRows(file.get()); if (projection.nodes.size() != domain.nodes().size() || projection.elements.size() != domain.elements().size()) { fail("schema-mismatch", "HDF5 model identity counts do not match the input."); } for (std::size_t node = 0U; node < projection.nodes.size(); ++node) { const auto& actual = projection.nodes[node]; const auto& expected = domain.nodes()[node]; if (actual.internalNodeId != node || actual.instanceName != expected.sourceId.instanceName || actual.sourceNodeLabel != expected.sourceId.sourceLabel || actual.sourceNodeLabelText != expected.sourceId.sourceLabelText || actual.coordinates != expected.coordinates) { fail("schema-mismatch", "An HDF5 node identity does not match the input."); } } for (std::size_t element = 0U; element < projection.elements.size(); ++element) { const auto& actual = projection.elements[element]; const auto& expected = domain.elements()[element]; if (actual.internalElementId != element || actual.instanceName != expected.sourceId.instanceName || actual.sourceElementLabel != expected.sourceId.sourceLabel || actual.sourceElementLabelText != expected.sourceId.sourceLabelText || actual.nodeInternalIds[0U] != expected.nodeIndices[0U] || actual.nodeInternalIds[1U] != expected.nodeIndices[1U]) { fail("schema-mismatch", "An HDF5 element identity does not match the input."); } const auto axes = expectedLocalAxes(domain, expected); for (std::size_t component = 0U; component < axes.size(); ++component) { if (std::abs(actual.localAxes[component] - axes[component]) > 1.0e-12) { fail("schema-mismatch", "An HDF5 local axis does not match the input."); } } } const hsize_t nodeCount = static_cast(projection.nodes.size()); const hsize_t elementCount = static_cast(projection.elements.size()); projection.displacement = readDoubleDataset( file.get(), kDisplacementPath, {nodeCount, 6U}, "UX,UY,UZ,URX,URY,URZ", "length,length,length,radian,radian,radian", "global-cartesian", "nodal"); projection.reaction = readDoubleDataset( file.get(), kReactionPath, {nodeCount, 6U}, "RF1,RF2,RF3,RM1,RM2,RM3", "force,force,force,force*length,force*length,force*length", "global-cartesian", "nodal"); projection.sectionResultants = readDoubleDataset( file.get(), kSectionPath, {elementCount, 2U, 4U}, "N,T,My,Mz", "force,force*length,force*length,force*length", "beam-local", "endpoint-positive-local-x-section-cut"); requireFiniteStress(file.get()); return projection; } std::vector orderedRows( const ReferenceTable& table, const std::vector& nodes) { if (table.rows.size() != nodes.size()) { fail("schema-mismatch", "The FESA/reference projected row sets differ."); } std::vector ordered; ordered.reserve(nodes.size()); for (const auto& node : nodes) { const auto found = std::find_if( table.rows.begin(), table.rows.end(), [&](const WideReferenceRow& row) { return asciiLower(row.instanceName) == asciiLower(node.instanceName) && row.sourceNodeLabel == node.sourceNodeLabel; }); if (found == table.rows.end() || found->instanceName != node.instanceName) { fail("schema-mismatch", "A reference row identity does not match HDF5."); } ordered.push_back(&*found); } return ordered; } double tableScale(const ReferenceTable& table, const std::size_t valueIndex) { double scale = 0.0; for (const auto& row : table.rows) { if (valueIndex >= row.values.size()) { fail("schema-mismatch", "A reference row has the wrong component arity."); } scale = (std::max)(scale, std::abs(row.values[valueIndex])); } return scale; } std::vector normalizeStations( const Domain& domain, const HdfProjection& hdf, const ReferenceTable& sectionTable) { auto modelResult = AnalysisModel::create(domain); if (!modelResult.hasValue()) { fail("schema-mismatch", "The approved input cannot create an analysis view."); } const AnalysisModel model = std::move(modelResult.value()); const std::array tolerances = { kForceMomentFloor + kRelativeCoefficient * tableScale(sectionTable, 0U), kForceMomentFloor + kRelativeCoefficient * tableScale(sectionTable, 3U), kForceMomentFloor + kRelativeCoefficient * tableScale(sectionTable, 1U), kForceMomentFloor + kRelativeCoefficient * tableScale(sectionTable, 2U)}; std::vector endpoints; endpoints.reserve(hdf.elements.size() * 2U); for (std::size_t element = 0U; element < hdf.elements.size(); ++element) { for (std::size_t endpoint = 0U; endpoint < 2U; ++endpoint) { const auto node = static_cast( hdf.elements[element].nodeInternalIds[endpoint]); std::array values{}; for (std::size_t component = 0U; component < values.size(); ++component) { values[component] = hdf.sectionResultants[(element * 2U + endpoint) * 4U + component]; } endpoints.push_back({ static_cast(element), static_cast(endpoint), domain.nodes()[node].sourceId, {}, values}); } } auto normalized = ResultRecovery::normalizeSectionResultantsToNodeStations( model, endpoints, tolerances); if (!normalized.hasValue()) { const auto& diagnostics = normalized.status().diagnostics(); const std::string code = diagnostics.empty() ? std::string{} : diagnostics[0U].code; if (code == "node-station-tolerance-failure") { fail("tolerance-failure", "Interior endpoint section resultants disagree."); } fail("schema-mismatch", "A node station is not eligible for legacy projection."); } return std::move(normalized.value()); } const NodeStationResultRow& findStation( const std::vector& stations, const HdfNode& node) { const auto found = std::find_if( stations.begin(), stations.end(), [&](const NodeStationResultRow& row) { return row.node.instanceName == node.instanceName && row.node.sourceLabel == node.sourceNodeLabel; }); if (found == stations.end()) { fail("schema-mismatch", "A projected HDF5 node station is missing."); } return *found; } CanonicalComparisonRow canonicalRow( const HdfNode& node, const ComparisonQuantity quantity, std::string component, const double value, std::string unit, std::string coordinateSystem, std::string datasetPath) { return { kModelId, kStepName, kFrameIndex, node.instanceName, node.sourceNodeLabel, quantity, std::move(component), value, std::move(unit), std::move(coordinateSystem), std::move(datasetPath)}; } void appendNodalRows( ComparisonReport& report, const HdfProjection& hdf, const std::vector& reference, const ComparisonQuantity quantity, const std::array& components, const std::array& units, const std::vector& fesaValues, const char* datasetPath) { for (std::size_t node = 0U; node < hdf.nodes.size(); ++node) { for (std::size_t component = 0U; component < components.size(); ++component) { auto fesa = canonicalRow( hdf.nodes[node], quantity, components[component], fesaValues[node * 6U + component], units[component], "global-cartesian", datasetPath); auto abaqus = canonicalRow( hdf.nodes[node], quantity, components[component], reference[node]->values[component], units[component], "global-cartesian", datasetPath); report.rows.push_back( {std::move(fesa), std::move(abaqus), 0.0, 0.0, false}); } } } void appendSectionRows( ComparisonReport& report, const HdfProjection& hdf, const std::vector& reference, const std::vector& stations) { const std::array components = {"N", "T", "My", "Mz"}; const std::array units = { "force", "force*length", "force*length", "force*length"}; const std::array referenceColumns = {0U, 3U, 1U, 2U}; for (std::size_t node = 0U; node < hdf.nodes.size(); ++node) { const auto& station = findStation(stations, hdf.nodes[node]); for (std::size_t component = 0U; component < components.size(); ++component) { auto fesa = canonicalRow( hdf.nodes[node], ComparisonQuantity::sectionResultant, components[component], station.sectionResultant[component], units[component], "beam-local", kSectionPath); auto abaqus = canonicalRow( hdf.nodes[node], ComparisonQuantity::sectionResultant, components[component], reference[node]->values[referenceColumns[component]], units[component], "beam-local", kSectionPath); report.rows.push_back( {std::move(fesa), std::move(abaqus), 0.0, 0.0, false}); } } } double absoluteFloor( const ComparisonQuantity quantity, const std::string&) { return quantity == ComparisonQuantity::displacement ? kKinematicFloor : kForceMomentFloor; } void evaluateGroup( ComparisonReport& report, const ComparisonQuantity quantity, const std::string& component) { std::vector rowIndices; for (std::size_t index = 0U; index < report.rows.size(); ++index) { if (report.rows[index].reference.quantity == quantity && report.rows[index].reference.component == component) { rowIndices.push_back(index); } } if (rowIndices.empty()) { fail("schema-mismatch", "A canonical comparison component has no rows."); } double referenceScale = 0.0; for (const std::size_t index : rowIndices) { referenceScale = (std::max)( referenceScale, std::abs(report.rows[index].reference.value)); } const double tolerance = absoluteFloor(quantity, component) + kRelativeCoefficient * referenceScale; double maximumAbsolute = -1.0; double maximumNormalized = 0.0; std::size_t worstRow = rowIndices.front(); long double squaredError = 0.0L; for (const std::size_t index : rowIndices) { auto& row = report.rows[index]; row.absoluteError = std::abs(row.fesa.value - row.reference.value); if (!std::isfinite(row.absoluteError)) { fail("schema-mismatch", "A canonical row error is nonfinite."); } row.tolerance = tolerance; row.passed = row.absoluteError <= tolerance; report.passed = report.passed && row.passed; const double normalized = row.absoluteError / tolerance; if (row.absoluteError > maximumAbsolute) { maximumAbsolute = row.absoluteError; worstRow = index; } maximumNormalized = (std::max)(maximumNormalized, normalized); const long double error = static_cast(row.absoluteError); squaredError += error * error; } const double normError = std::sqrt(static_cast(squaredError)); const double rmsError = std::sqrt( static_cast(squaredError / static_cast(rowIndices.size()))); if (!std::isfinite(normError) || !std::isfinite(rmsError)) { fail("schema-mismatch", "A component aggregate error is nonfinite."); } report.metrics.push_back({ quantity, component, referenceScale, maximumAbsolute, maximumNormalized, rmsError, normError, worstRow}); } PhysicsEvidence makePhysicsEvidence( const Domain& domain, const HdfProjection& hdf) { auto modelResult = AnalysisModel::create(domain); if (!modelResult.hasValue()) { fail("schema-mismatch", "The approved input cannot create physics evidence."); } const AnalysisModel model = std::move(modelResult.value()); auto dofsResult = DofManager::create(model); if (!dofsResult.hasValue()) { fail("schema-mismatch", "The approved input cannot create a DOF map."); } const DofManager dofs = std::move(dofsResult.value()); auto loadResult = LoadAssembler::assembleFullNodalLoad(model, dofs); if (!loadResult.hasValue()) { fail("schema-mismatch", "The approved input load cannot be assembled."); } const Vector load = std::move(loadResult.value()); if (load.size() != hdf.reaction.size()) { fail("schema-mismatch", "The load and reaction spaces are inconsistent."); } PhysicsEvidence evidence{}; long double residualSquared = 0.0L; for (const std::size_t freeDof : dofs.freeDofs()) { const long double value = static_cast(hdf.reaction[freeDof]); residualSquared += value * value; } evidence.freeResidualNorm = std::sqrt(static_cast(residualSquared)); for (std::size_t node = 0U; node < domain.nodes().size(); ++node) { const auto& coordinates = domain.nodes()[node].coordinates; const std::array applied = { load[node * 6U + 0U], load[node * 6U + 1U], load[node * 6U + 2U]}; const std::array reaction = { hdf.reaction[node * 6U + 0U], hdf.reaction[node * 6U + 1U], hdf.reaction[node * 6U + 2U]}; for (std::size_t component = 0U; component < 3U; ++component) { evidence.appliedForce[component] += applied[component]; evidence.reactionForce[component] += reaction[component]; evidence.appliedMomentAboutOrigin[component] += load[node * 6U + 3U + component]; evidence.reactionMomentAboutOrigin[component] += hdf.reaction[node * 6U + 3U + component]; } evidence.appliedMomentAboutOrigin[0U] += coordinates[1U] * applied[2U] - coordinates[2U] * applied[1U]; evidence.appliedMomentAboutOrigin[1U] += coordinates[2U] * applied[0U] - coordinates[0U] * applied[2U]; evidence.appliedMomentAboutOrigin[2U] += coordinates[0U] * applied[1U] - coordinates[1U] * applied[0U]; evidence.reactionMomentAboutOrigin[0U] += coordinates[1U] * reaction[2U] - coordinates[2U] * reaction[1U]; evidence.reactionMomentAboutOrigin[1U] += coordinates[2U] * reaction[0U] - coordinates[0U] * reaction[2U]; evidence.reactionMomentAboutOrigin[2U] += coordinates[0U] * reaction[1U] - coordinates[1U] * reaction[0U]; } evidence.endpointConsistencyPassed = true; return evidence; } const char* quantityName(const ComparisonQuantity quantity) { switch (quantity) { case ComparisonQuantity::displacement: return "displacement"; case ComparisonQuantity::reaction: return "reaction"; case ComparisonQuantity::sectionResultant: return "section_resultant"; } return "unknown"; } void writeJsonString(std::ostream& stream, const std::string& value) { static constexpr char digits[] = "0123456789abcdef"; stream.put('"'); for (const unsigned char character : value) { switch (character) { case '"': stream << "\\\""; break; case '\\': stream << "\\\\"; break; case '\b': stream << "\\b"; break; case '\f': stream << "\\f"; break; case '\n': stream << "\\n"; break; case '\r': stream << "\\r"; break; case '\t': stream << "\\t"; break; default: if (character < 0x20U) { stream << "\\u00" << digits[character >> 4U] << digits[character & 0x0fU]; } else { stream.put(static_cast(character)); } break; } } stream.put('"'); } void writeCanonicalRow( std::ostream& stream, const CanonicalComparisonRow& row) { stream << "{\"model_id\":"; writeJsonString(stream, row.modelId); stream << ",\"step_name\":"; writeJsonString(stream, row.stepName); stream << ",\"frame_index\":" << row.frameIndex << ",\"instance_name\":"; writeJsonString(stream, row.instanceName); stream << ",\"source_node_label\":" << row.sourceNodeLabel << ",\"quantity\":"; writeJsonString(stream, quantityName(row.quantity)); stream << ",\"component\":"; writeJsonString(stream, row.component); stream << ",\"value\":" << row.value << ",\"unit_dimension\":"; writeJsonString(stream, row.unitDimension); stream << ",\"coordinate_system\":"; writeJsonString(stream, row.coordinateSystem); stream << ",\"hdf5_dataset_path\":"; writeJsonString(stream, row.hdf5DatasetPath); stream << '}'; } void writeArray(std::ostream& stream, const std::array& values) { stream << '[' << values[0U] << ',' << values[1U] << ',' << values[2U] << ']'; } bool finiteReport(const ComparisonReport& report) { const auto finiteArray = [](const std::array& values) { return std::all_of(values.begin(), values.end(), [](const double value) { return std::isfinite(value); }); }; if (!std::isfinite(report.physicsEvidence.freeResidualNorm) || !finiteArray(report.physicsEvidence.appliedForce) || !finiteArray(report.physicsEvidence.reactionForce) || !finiteArray(report.physicsEvidence.appliedMomentAboutOrigin) || !finiteArray(report.physicsEvidence.reactionMomentAboutOrigin)) { return false; } for (const auto& row : report.rows) { if (!std::isfinite(row.fesa.value) || !std::isfinite(row.reference.value) || !std::isfinite(row.absoluteError) || !std::isfinite(row.tolerance)) { return false; } } return std::all_of( report.metrics.begin(), report.metrics.end(), [](const ComponentMetrics& metric) { return std::isfinite(metric.referenceScale) && std::isfinite(metric.maximumAbsoluteError) && std::isfinite(metric.maximumNormalizedError) && std::isfinite(metric.rmsError) && std::isfinite(metric.normError); }); } } // namespace Result ReferenceComparison::compare( const std::filesystem::path& resultsHdf5, const std::filesystem::path& legacyReferenceDirectory) { try { requireExactArtifactInventory(legacyReferenceDirectory); const auto input = legacyReferenceDirectory / kInputName; Domain domain = readApprovedDomain(input); const ReferenceTable displacement = readReferenceCsv( legacyReferenceDirectory / kDisplacementName, {"Frame", "Part Instance Name", "Node Label", "U-U1", "U-U2", "U-U3", "UR-UR1", "UR-UR2", "UR-UR3"}); const ReferenceTable reaction = readReferenceCsv( legacyReferenceDirectory / kReactionName, {"Frame", "Part Instance Name", "Node Label", "RF-RF1", "RF-RF2", "RF-RF3", "RM-RM1", "RM-RM2", "RM-RM3"}); const ReferenceTable section = readReferenceCsv( legacyReferenceDirectory / kSectionName, {"Frame", "Part Instance Name", "Node Label", "SF-SF1", "SM-SM1", "SM-SM2", "SM-SM3"}); HdfProjection hdf = readHdfProjection(resultsHdf5, input, domain); const auto displacementRows = orderedRows(displacement, hdf.nodes); const auto reactionRows = orderedRows(reaction, hdf.nodes); const auto sectionRows = orderedRows(section, hdf.nodes); const auto stations = normalizeStations(domain, hdf, section); if (stations.size() != hdf.nodes.size()) { fail("schema-mismatch", "The HDF5 node-station row set is incomplete."); } ComparisonReport report{}; report.passed = true; appendNodalRows( report, hdf, displacementRows, ComparisonQuantity::displacement, {"UX", "UY", "UZ", "URX", "URY", "URZ"}, {"length", "length", "length", "radian", "radian", "radian"}, hdf.displacement, kDisplacementPath); appendNodalRows( report, hdf, reactionRows, ComparisonQuantity::reaction, {"RF1", "RF2", "RF3", "RM1", "RM2", "RM3"}, {"force", "force", "force", "force*length", "force*length", "force*length"}, hdf.reaction, kReactionPath); appendSectionRows(report, hdf, sectionRows, stations); for (const std::string& component : {"UX", "UY", "UZ", "URX", "URY", "URZ"}) { evaluateGroup(report, ComparisonQuantity::displacement, component); } for (const std::string& component : {"RF1", "RF2", "RF3", "RM1", "RM2", "RM3"}) { evaluateGroup(report, ComparisonQuantity::reaction, component); } for (const std::string& component : {"N", "T", "My", "Mz"}) { evaluateGroup(report, ComparisonQuantity::sectionResultant, component); } report.physicsEvidence = makePhysicsEvidence(domain, hdf); report.stressComparisonApplicable = false; report.stressComparisonReason = "Abaqus beam stress comparison is N/A; analytical/unit and HDF5 " "schema tests provide stress evidence."; return Result::success(std::move(report)); } catch (const ComparisonFailure& failure) { return Result::failure( comparisonFailureStatus(failure.code(), failure.what())); } catch (const std::exception& failure) { return Result::failure(comparisonFailureStatus( "schema-mismatch", failure.what())); } } Status ReferenceComparison::writeDeterministicJson( const ComparisonReport& report, const std::filesystem::path& outputJson) { if (outputJson.empty() || outputJson.filename().empty() || !finiteReport(report)) { return Status::failure( FailureCategory::output, {{Severity::error, "comparison-json-write-failure", {}, "", kModelId, "The deterministic comparison report or output path is invalid."}}); } std::ofstream stream{outputJson, std::ios::binary | std::ios::trunc}; if (!stream) { return Status::failure( FailureCategory::output, {{Severity::error, "comparison-json-write-failure", {}, "", kModelId, "The deterministic comparison JSON cannot be opened."}}); } stream.imbue(std::locale::classic()); stream << std::setprecision(std::numeric_limits::max_digits10); stream << "{\"rows\":["; for (std::size_t index = 0U; index < report.rows.size(); ++index) { if (index != 0U) { stream << ','; } const auto& row = report.rows[index]; stream << "{\"fesa\":"; writeCanonicalRow(stream, row.fesa); stream << ",\"reference\":"; writeCanonicalRow(stream, row.reference); stream << ",\"absolute_error\":" << row.absoluteError << ",\"tolerance\":" << row.tolerance << ",\"passed\":" << (row.passed ? "true" : "false") << '}'; } stream << "],\"metrics\":["; for (std::size_t index = 0U; index < report.metrics.size(); ++index) { if (index != 0U) { stream << ','; } const auto& metric = report.metrics[index]; stream << "{\"quantity\":"; writeJsonString(stream, quantityName(metric.quantity)); stream << ",\"component\":"; writeJsonString(stream, metric.component); stream << ",\"reference_scale\":" << metric.referenceScale << ",\"maximum_absolute_error\":" << metric.maximumAbsoluteError << ",\"maximum_normalized_error\":" << metric.maximumNormalizedError << ",\"rms_error\":" << metric.rmsError << ",\"norm_error\":" << metric.normError << ",\"worst_row\":" << metric.worstRow << '}'; } stream << "],\"physics_evidence\":{\"free_residual_norm\":" << report.physicsEvidence.freeResidualNorm << ",\"applied_force\":"; writeArray(stream, report.physicsEvidence.appliedForce); stream << ",\"reaction_force\":"; writeArray(stream, report.physicsEvidence.reactionForce); stream << ",\"applied_moment_about_origin\":"; writeArray(stream, report.physicsEvidence.appliedMomentAboutOrigin); stream << ",\"reaction_moment_about_origin\":"; writeArray(stream, report.physicsEvidence.reactionMomentAboutOrigin); stream << ",\"endpoint_consistency_passed\":" << (report.physicsEvidence.endpointConsistencyPassed ? "true" : "false") << "},\"stress_comparison_applicable\":" << (report.stressComparisonApplicable ? "true" : "false") << ",\"stress_comparison_reason\":"; writeJsonString(stream, report.stressComparisonReason); stream << ",\"passed\":" << (report.passed ? "true" : "false") << "}\n"; if (!stream) { return Status::failure( FailureCategory::output, {{Severity::error, "comparison-json-write-failure", {}, "", kModelId, "The deterministic comparison JSON write failed."}}); } return Status::ok(); } } // namespace fesa::test