Refactor arguments management for Experimentation

src/main/ArgumentsExperiment.h

@@ -0,0 +1,38 @@
+#ifndef ARGUMENTSEXPERIMENT_H
+#define ARGUMENTSEXPERIMENT_H
+#include <string>
+#include <iostream>
+#include <vector>
+#include <argparse/argparse.hpp>
+#include <nlohmann/json.hpp>
+#include "Experiment.h"
+
+namespace platform {
+    using json = nlohmann::ordered_json;
+    enum class experiment_t { NORMAL, GRID };
+    class ArgumentsExperiment {
+    public:
+        ArgumentsExperiment(argparse::ArgumentParser& program, experiment_t type);
+        ~ArgumentsExperiment() = default;
+        std::vector<std::string> getFilesToTest() const { return filesToTest; }
+        void parse_args(int argc, char** argv);
+        void parse();
+        Experiment& initializedExperiment();
+        bool isQuiet() const { return quiet; }
+        bool haveToSaveResults() const { return saveResults; }
+        bool doGraph() const { return graph; }
+    private:
+        Experiment experiment;
+        experiment_t type;
+        argparse::ArgumentParser& arguments;
+        std::string file_name, model_name, title, hyperparameters_file, datasets_file, discretize_algo, smooth_strat, score;
+        json hyperparameters_json;
+        bool discretize_dataset, stratified, saveResults, quiet, no_train_score, generate_fold_files, graph, hyper_best;
+        std::vector<int> seeds;
+        std::vector<std::string> file_names;
+        std::vector<std::string> filesToTest;
+        platform::HyperParameters test_hyperparams;
+        int n_folds;
+    };
+}
+#endif