dsp_options.append_to_db        = false;
dsp_options.max_occurences      = 1;
dsp_options.mode                = "load_run_id";
experiment                      = "highspeed_2024";

if dsp_options.mode == "load_run_id"
    
    dsp_options.load_file_path = [];
    if experiment == 'highspeed_2024'
        
        dsp_options.database_path   = 'C:\Users\Silas\Documents\MATLAB\Datensätze\sioe_labor\silas_labor_newdsp_newstructure.db';
        dsp_options.storage_path    = 'Z:\2024\sioe_labor\';
        db = DBHandler("pathToDB", [dsp_options.database_path], "type", "sqlite");

    elseif 'mpi_ecoc_2025'

        dsp_options.database_path   = []; %sqlite im netzwerk
        dsp_options.storage_path    = 'Z:\2025\ECOC Silas\ecoc_2025\';
        db = DBHandler("pathToDB", [dsp_options.database_path], "type", "mysql");

    end
    

elseif dsp_options.mode == "load_files"

    dsp_options.load_file_path.tx_bits_path = "Z:\2025\ECOC Silas\ecoc_2025\mpi_opti_1000m_pam2  4  6  8\20250417_091513_PAM_4_R_112_bits.mat"';
    dsp_options.load_file_path.tx_symbols_path = "Z:\2025\ECOC Silas\ecoc_2025\mpi_opti_1000m_pam2  4  6  8\20250417_091513_PAM_4_R_112_symbols.mat"';
    dsp_options.load_file_path.rx_raw_path = "Z:\2025\ECOC Silas\ecoc_2025\mpi_opti_1000m_pam2  4  6  8\20250417_091525_PAM_4_R_112_rec01_rx_signal_raw.mat"';

elseif dsp_options.mode == "simulate"

    error('Not yet implemented')

end


%% === Define Database Filters ===

if experiment ==  'highspeed_2024'

    fp = QueryFilter();
    db = db.getDistinctValues;
    %fp.where('Runs', 'run_id','EQUALS', 3);    
    fp.where('Runs', 'pam_level','EQUALS', 4);     
    allrates = string(num2str(sort(db.distinctValues.Runs.bitrate.*1e-9)));
    fp.where('Runs', 'bitrate','EQUALS',390e9);   
    alllengths = string(num2str(sort(db.distinctValues.Runs.fiber_length)));
    fp.where('Runs', 'fiber_length','EQUALS', 1);   
    fp.where('Runs', 'is_mpi','EQUALS', 0);                
    % fp.where('Runs', 'interference_path_length','EQUALS', 1000);      
    % fp.where('Runs', 'loop_id','GREATER_THAN', 11);   
    % fp.where('Runs', 'sir','EQUALS',18);  
    fp.where('Runs', 'wavelength','EQUALS', 1310);         
    fp.where('Runs', 'db_mode','EQUALS', 0);              
    % fp.where('Runs', 'rop_attenuation','EQUALS', 0);      
    fp.where('Runs', 'power_pd_in','GREATER_THAN', 7);    

elseif experiment == 'mpi_ecoc_2025'

    fp = QueryFilter();
    %fp.where('Runs', 'run_id','EQUALS', 3);    
    fp.where('Runs', 'pam_level','EQUALS', 4);     
    fp.where('Runs', 'bitrate','EQUALS',224e9);     
    fp.where('Runs', 'is_mpi','EQUALS', 1);                
    fp.where('Runs', 'interference_path_length','EQUALS', 1000);      
    % fp.where('Runs', 'loop_id','GREATER_THAN', 11);   
    fp.where('Runs', 'sir','EQUALS',18);
    fp.where('Runs', 'wavelength','EQUALS', 1310);         
    fp.where('Runs', 'db_mode','EQUALS', 0);              
    % fp.where('Runs', 'rop_attenuation','EQUALS', 0);      
    fp.where('Runs', 'power_pd_in','GREATER_THAN', 7);  
    % fp.where('Runs', 'loop_id','EQUALS', 14);  

end


% === Queue from DB ===
[dataTable,~] = db.queryDB(fp, db.getTableFieldNames('Runs'));

% === Adapt or filter Matlab Table ===
% [~, unique_indices] = unique(dataTable.sir, 'first');
% dataTable = dataTable(unique_indices, :);


% === Set LOOPS & Initialize DataStorage ===
dsp_options.parameters = struct();
% dsp_options.parameters.adaption = [3];
% dsp_options.parameters.mu_tr = 0.999;%[0,logspace(-4,0,10)];
% dsp_options.parameters.mu_dd = [logspace(-0.004,0,20)];
% dsp_options.parameters.use_dd_mode = [1];

wh = DataStorage(dsp_options.parameters);
wh.addStorage("ffe_package");
wh.addStorage("mlse_package");
wh.addStorage("vnle_package");
wh.addStorage("dbtgt_package");
wh.addStorage("dbenc_package");


% === RUN IT ===
% run this function: dsp_runid(run_id, options)
[results,wh] = submitJobs(dataTable.run_id, dsp_options, "serial", 'wh', wh, 'waitbar', false);


%% 
BERs = cellfun(@(c) c.ffe_package{1,1}.metrics.BER, results);
figure
hold on
plot(dsp_options.parameters.mu_dd,BERs,'Marker','+')
yline([2.2e-4,4.85e-3,2e-2],'HandleVisibility', 'off','LineWidth',1,'LineStyle','--');
set(gca, 'YScale', 'log'); % BER is usually plotted log-scale
xlabel('$\mu$ DD', 'Interpreter', 'latex');
ylabel('BER', 'Interpreter', 'latex');
legend('show', 'Location', 'best');
grid on;
hold off;