IntelligentSystemProject/dataRestructurer.m at master · MeloniZippoProjects/IntelligentSystemProject · GitHub

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source_folder = 'dataset';
subfolders = {'dati_buoni'; 'dati_cattivi'};
target_folder = 'restructured_dataset';

root = pwd;

for subfolder_idx = 1 : size(subfolders, 1)
   subfolder = subfolders(subfolder_idx);

   curr_source_folder = fullfile(root, source_folder, subfolder);
   cd(curr_source_folder{1});

   data = data_init();

   matFiles = ( dir('**/*.mat') );

   for file_idx = 1 : size(matFiles, 1)
        filePath = fullfile(matFiles(file_idx).folder, matFiles(file_idx).name);
        load(filePath);

        tagStatico = extractTagName(Nota_tag_statico);

        data.static.power = [ data.static.power, Inventario.(tagStatico).RSSITag ];
        data.static.phase = [ data.static.phase, Inventario.(tagStatico).FaseTag ];
        data.static.timestamps = [ data.static.timestamps, Inventario.(tagStatico).TempoTag ];

        tagMobile = extractTagName(Nota_tag_mobile);

        data.dynamic.(Orientazione_tag_mobile).(Azione(1)).power = [
            data.dynamic.(Orientazione_tag_mobile).(Azione(1)).power, Inventario.(tagMobile).RSSITag ];
        data.dynamic.(Orientazione_tag_mobile).(Azione(1)).phase = [
            data.dynamic.(Orientazione_tag_mobile).(Azione(1)).phase, Inventario.(tagMobile).FaseTag ];
        timestamp = Inventario.(tagMobile).TempoTag;
        timestamp = timestamp - timestamp(1);
        data.dynamic.(Orientazione_tag_mobile).(Azione(1)).timestamps = [
            data.dynamic.(Orientazione_tag_mobile).(Azione(1)).timestamps, timestamp ];
   end

   dest_folder = fullfile(root, target_folder, subfolder);
   mkdir(dest_folder{1});

   save(fullfile(dest_folder{1},'data.mat'), 'data');
   cd(root);
end