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tutorial to use nlohmann json for serializing data with modern cpp
include
#include <nlohmann/json.hpp>
// for convenience
using json = nlohmann::json;
compile with
-std=c++11
CMakeLists.txt
# CMakeLists.txt
find_package(nlohmann_json 3.2.0 REQUIRED)
...
add_library(foo ...)
...
target_link_libraries(foo PRIVATE nlohmann_json::nlohmann_json)
Usage
json demo
{
"pi": 3.141,
"happy": true,
"name": "Niels",
"nothing": null,
"answer": {
"everything": 42
},
"list": [1, 0, 2],
"object": {
"currency": "USD",
"value": 42.99
}
}
with code
// create an empty structure (null)
json j;
// add a number that is stored as double (note the implicit conversion of j to an object)
j["pi"] = 3.141;
// add a Boolean that is stored as bool
j["happy"] = true;
// add a string that is stored as std::string
j["name"] = "Niels";
// add another null object by passing nullptr
j["nothing"] = nullptr;
// add an object inside the object
j["answer"]["everything"] = 42;
// add an array that is stored as std::vector (using an initializer list)
j["list"] = { 1, 0, 2 };
// add another object (using an initializer list of pairs)
j["object"] = { {"currency", "USD"}, {"value", 42.99} };
// instead, you could also write (which looks very similar to the JSON above)
json j2 = {
{"pi", 3.141},
{"happy", true},
{"name", "Niels"},
{"nothing", nullptr},
{"answer", {
{"everything", 42}
}},
{"list", {1, 0, 2}},
{"object", {
{"currency", "USD"},
{"value", 42.99}
}}
};
serialization
// create object from string literal
json j = "{ \"happy\": true, \"pi\": 3.141 }"_json;
// or even nicer with a raw string literal
auto j2 = R"(
{
"happy": true,
"pi": 3.141
}
)"_json;
// parse explicitly
auto j3 = json::parse("{ \"happy\": true, \"pi\": 3.141 }");
// explicit conversion to string
std::string s = j.dump(); // {\"happy\":true,\"pi\":3.141}
// serialization with pretty printing
// pass in the amount of spaces to indent
std::cout << j.dump(4) << std::endl;
// {
// "happy": true,
// "pi": 3.141
// }
read from file/save to file
// read a JSON file
std::ifstream i("file.json");
json j;
i >> j;
// write prettified JSON to another file
std::ofstream o("pretty.json");
o << std::setw(4) << j << std::endl;
Arbitrary types conversions
namespace ns {
// a simple struct to model a person
struct person {
std::string name;
std::string address;
int age;
};
}
normal method
ns::person p = {"Ned Flanders", "744 Evergreen Terrace", 60};
// convert to JSON: copy each value into the JSON object
json j;
j["name"] = p.name;
j["address"] = p.address;
j["age"] = p.age;
// ...
// convert from JSON: copy each value from the JSON object
ns::person p {
j["name"].get<std::string>(),
j["address"].get<std::string>(),
j["age"].get<int>()
};
better method
using nlohmann::json;
namespace ns {
void to_json(json& j, const person& p) {
j = json{{"name", p.name}, {"address", p.address}, {"age", p.age}};
}
void from_json(const json& j, person& p) {
j.at("name").get_to(p.name);
j.at("address").get_to(p.address);
j.at("age").get_to(p.age);
}
} // namespace ns
// create a person
ns::person p {"Ned Flanders", "744 Evergreen Terrace", 60};
// conversion: person -> json
json j = p;
std::cout << j << std::endl;
// {"address":"744 Evergreen Terrace","age":60,"name":"Ned Flanders"}
// conversion: json -> person
auto p2 = j.get<ns::person>();
// that's it
assert(p == p2);
That's all! When calling the json constructor with your type, your custom to_json method will be automatically called. Likewise, when calling get<your_type>() or get_to(your_type&) , the from_json method will be called.
How do I convert third-party types?
namespace nlohmann {
template <typename T>
struct adl_serializer {
static void to_json(json& j, const T& value) {
// calls the "to_json" method in T's namespace
}
static void from_json(const json& j, T& value) {
// same thing, but with the "from_json" method
}
};
}
How can I use get() for non-default constructible/non-copyable types?
struct move_only_type {
move_only_type() = delete;
move_only_type(int ii): i(ii) {}
move_only_type(const move_only_type&) = delete;
move_only_type(move_only_type&&) = default;
int i;
};
namespace nlohmann {
template <>
struct adl_serializer<move_only_type> {
// note: the return type is no longer 'void', and the method only takes
// one argument
static move_only_type from_json(const json& j) {
return {j.get<int>()};
}
// Here's the catch! You must provide a to_json method! Otherwise you
// will not be able to convert move_only_type to json, since you fully
// specialized adl_serializer on that type
static void to_json(json& j, move_only_type t) {
j = t.i;
}
};
}
examples
#pragma once
#include <nlohmann/json.hpp>
using json = nlohmann::json;
#include "sensor_data.h"
#include "rfid_info.h"
namespace nlohmann {
template <>
struct adl_serializer<SensorData> {
// note: the return type is no longer 'void', and the method only takes
// one argument
static SensorData from_json(const json& j) {
SensorData sensor_data;
sensor_data.sensor_identify = j.at("SensorIdentify").get<string>();
return sensor_data;
}
// Here's the catch! You must provide a to_json method! Otherwise you
// will not be able to convert move_only_type to json, since you fully
// specialized adl_serializer on that type
static void to_json(json& j, SensorData t) {
j = json{ {"SensorIdentify",t.sensor_identify},{"SensorType",t.sensor_type },{"Data",t.data} };
}
};
template <>
struct adl_serializer<RfidInfo> {
// note: the return type is no longer 'void', and the method only takes
// one argument
static RfidInfo from_json(const json& j) {
RfidInfo rfid_info;
rfid_info.identify = j.at("Identify").get<string>();
return rfid_info;
}
// Here's the catch! You must provide a to_json method! Otherwise you
// will not be able to convert move_only_type to json, since you fully
// specialized adl_serializer on that type
static void to_json(json& j, RfidInfo t) {
j = json{ { "Identify",t.identify },{ "Position",0 } };
}
};
}
Binary formats(BSON...)
// create a JSON value
json j = R"({"compact": true, "schema": 0})"_json;
// serialize to BSON
std::vector<std::uint8_t> v_bson = json::to_bson(j);
// 0x1B, 0x00, 0x00, 0x00, 0x08, 0x63, 0x6F, ...
// roundtrip
json j_from_bson = json::from_bson(v_bson);
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