serializatioin / deserialization and tests

include/NeuralNetwork/FeedForward/Network.h

@@ -4,13 +4,8 @@
 #include "Layer.h"
 
 #include <vector>
-
-#include <sstream>
-#include <iomanip>
 #include <limits>
 
-#include <iostream>
-
 namespace NeuralNetwork {
 namespace FeedForward {
 
@@ -63,24 +58,29 @@ namespace FeedForward {
 
 			using NeuralNetwork::Network::stringify;
 
-			void stringify(std::ostream& out) const override {
-				out << "{"  << std::endl;
-				out << "\t \"class\": \"NeuralNetwork::FeedForward::Network\"," << std::endl;
-				out << "\t \"layers\": [" << std::endl;
-				bool first=true;
-				for(auto &layer:layers) {
-					if(!first) {
-						out << ",";
-					}
-					out << *layer;
-					first=false;
+			virtual SimpleJSON::Type::Object serialize() const override {
+				std::vector<SimpleJSON::Value> layersSerialized;
+				for(std::size_t i=0;i<layers.size();i++) {
+					layersSerialized.push_back(layers[i]->serialize());
 				}
-				out  << "]";
-				out << "}";
+				return {
+					{"class", "NeuralNetwork::FeedForward::Network"},
+					{"layers", layersSerialized },
+				};
 			}
 
+			static std::unique_ptr<Network> deserialize(const SimpleJSON::Type::Object&);
+
+			typedef SimpleJSON::Factory<Network> Factory;
+
 		protected:
 			std::vector<Layer*> layers;
+
+		private:
+			inline Network():NeuralNetwork::Network(),layers() {
+			};
+
+		SIMPLEJSON_REGISTER(NeuralNetwork::FeedForward::Network::Factory, NeuralNetwork::FeedForward::Network,NeuralNetwork::FeedForward::Network::deserialize)
 	};
 }
 }