Json.hpp File Reference

#include "models/TreeNode.hpp"
#include "models/TreeCondition.hpp"
#include "models/TreeResponse.hpp"
#include "models/Tree.hpp"
#include "models/BootstrapTree.hpp"
#include "models/Forest.hpp"
#include "models/VariableImportance.hpp"
#include "stats/ConfusionMatrix.hpp"
#include <nlohmann/json.hpp>
#include <optional>
#include <ostream>

Go to the source code of this file.

Classes
struct	nlohmann::adl_serializer< ppforest2::Forest >
struct	nlohmann::adl_serializer< ppforest2::serialization::Export< ppforest2::Forest > >
struct	nlohmann::adl_serializer< ppforest2::serialization::Export< ppforest2::Model::Ptr > >
struct	nlohmann::adl_serializer< ppforest2::serialization::Export< ppforest2::Tree > >
struct	nlohmann::adl_serializer< ppforest2::stats::ConfusionMatrix >
struct	nlohmann::adl_serializer< ppforest2::Tree >
struct	nlohmann::adl_serializer< ppforest2::VariableImportance >
struct	ppforest2::serialization::Export< T >
	A model bundled with its export metadata and optional metrics. More...
struct	ppforest2::serialization::JsonModelVisitor
	Visitor that serializes a model (Tree or Forest) to JSON. More...
struct	ppforest2::serialization::JsonNodeVisitor
	Visitor that serializes a tree node to JSON. More...

Namespaces
namespace	nlohmann
namespace	ppforest2
namespace	ppforest2::serialization
	JSON serialization and deserialization for ppforest2 models.

Typedefs
using	ppforest2::serialization::GroupNames = std::vector<std::string>
	Group name vector for labeled serialization.
using	ppforest2::serialization::json = nlohmann::json

Functions
std::vector< std::string >	ppforest2::serialization::to_labels (types::ResponseVector const &predictions, std::vector< std::string > const &group_names)
	Map integer response codes to group name strings.
Serialization
json	ppforest2::serialization::to_json (BootstrapTree const &tree)
json	ppforest2::serialization::to_json (Forest const &forest)
json	ppforest2::serialization::to_json (Model const &model)
json	ppforest2::serialization::to_json (stats::ConfusionMatrix const &cm)
json	ppforest2::serialization::to_json (Tree const &tree)
json	ppforest2::serialization::to_json (TreeNode const &node)
json	ppforest2::serialization::to_json (types::FeatureMatrix const &matrix)
json	ppforest2::serialization::to_json (VariableImportance const &vi)
Labeled serialization (uses group names instead of integer codes)
json	ppforest2::serialization::to_json (BootstrapTree const &tree, GroupNames const &group_names)
json	ppforest2::serialization::to_json (Forest const &forest, GroupNames const &group_names)
json	ppforest2::serialization::to_json (Model const &model, GroupNames const &group_names)
json	ppforest2::serialization::to_json (stats::ConfusionMatrix const &cm, GroupNames const &group_names)
json	ppforest2::serialization::to_json (Tree const &tree, GroupNames const &group_names)
json	ppforest2::serialization::to_json (TreeNode const &node, GroupNames const &group_names)
Deserialization
template<typename T>
T	ppforest2::serialization::from_json (json const &j)
	Deserialize from a model block (integer labels only).
template<>
Forest	ppforest2::serialization::from_json< Forest > (json const &j)
template<>
stats::ConfusionMatrix	ppforest2::serialization::from_json< stats::ConfusionMatrix > (json const &j)
template<>
Tree	ppforest2::serialization::from_json< Tree > (json const &j)
template<>
VariableImportance	ppforest2::serialization::from_json< VariableImportance > (json const &j)
Stream operators
std::ostream &	ppforest2::serialization::operator<< (std::ostream &os, Forest const &forest)
std::ostream &	ppforest2::serialization::operator<< (std::ostream &os, Tree const &tree)
std::ostream &	ppforest2::serialization::operator<< (std::ostream &os, TreeCondition const &condition)
std::ostream &	ppforest2::serialization::operator<< (std::ostream &os, TreeNode const &node)
std::ostream &	ppforest2::serialization::operator<< (std::ostream &os, TreeResponse const &response)
template<typename V>
std::ostream &	ppforest2::serialization::operator<< (std::ostream &ostream, std::map< int, V > const &map)
template<typename K, typename V>
std::ostream &	ppforest2::serialization::operator<< (std::ostream &ostream, std::map< K, V > const &map)
template<typename V, typename C1, typename C2>
std::ostream &	ppforest2::serialization::operator<< (std::ostream &ostream, std::set< V, C1, C2 > const &set)
template<typename V>
std::ostream &	ppforest2::serialization::operator<< (std::ostream &ostream, std::vector< V > const &vec)