savePath = 'Z:\2025\ECOC Silas\ecoc_2025\';
databasePath = 'C:\Users\Silas\Documents\MATLAB\imdd_simulation\projects\ECOC_2025\';
database_name = 'ecoc2025_loops.db';
db = DBHandler("type","mysql");
% db = DBHandler("pathToDB", [databasePath, database_name],"type","sqlite");

filterParams = db.tables;
% filterParams.Configurations = struct('run_id', run_id);
filterParams.Configurations = struct( ...
    'symbolrate',      112e9, ... %[224,336,360,390,420,448]
    'fiber_length',     0, ...
    'db_mode',        '"no_db"', ...
    'interference_attenuation', 4, ...
    'interference_path_length', 300, ...
    'is_mpi',           1, ...
    'pam_level',        4, ...
    'wavelength',       1310, ...
    'precomp_amp',      [], ...
    'signal_attenuation', [], ...
    'v_awg',            [], ...
    'v_bias',           [] ...
    );

selectedFields = {'Runs.run_id','Runs.tx_bits_path','Runs.tx_signal_path','Runs.tx_symbols_path','Runs.rx_sync_path','Runs.rx_raw_path',...
    'Configurations.db_mode','Configurations.pam_level','Configurations.bitrate','Configurations.symbolrate','Configurations.fiber_length','Configurations.wavelength','Configurations.precomp_amp','Measurements.power_rop','Configurations.v_bias',...
    'Configurations.interference_attenuation', 'Measurements.power_mpi_interference'};

[dataTable,sql_query] = db.queryDB(filterParams, selectedFields);

[~, uniqueIdx] = unique(dataTable.run_id);  % Get unique run_id indices

dataTable.SIR = -7 - round(dataTable.power_mpi_interference);

%%
for i = 1:size(dataTable,1)
    dataTable_ = dataTable(i,:);  % Extract unique configurations for each run_id

    fsym = dataTable_.symbolrate;
    M = double(dataTable_.pam_level);
    duob_mode = db_mode.(strrep(char(dataTable_.db_mode),'"',''));

    Tx_signal = load([savePath, char(dataTable_.tx_signal_path)]);
    Tx_signal = Tx_signal.Digi_sig;

    Tx_bits     = load([savePath, char(dataTable_.tx_bits_path)]);
    Tx_bits     = Tx_bits.Bits;
    Symbols_mapped = PAMmapper(M,0).map(Tx_bits);
    Symbols_mapped.fs = dataTable_.symbolrate;

    Symbols  = load([savePath, char(dataTable_.tx_symbols_path)]);
    Symbols  = Symbols.Symbols;

    Scpe_sig_raw = load([savePath, char(dataTable_.rx_raw_path(1))]);
    Scpe_sig_raw = Scpe_sig_raw.Scpe_sig_raw;
    % Scpe_sig_raw.plot("displayname",['Scope Signal (Run ID: ',num2str(dataTable_.run_id)],"fignum",dataTable_.run_id,"clear",0);


    Scpe_sig_resampled = Scpe_sig_raw.resample("fs_in",Scpe_sig_raw.fs,"fs_out",fsym);
    [~,Scpe_cell,found_sync,test,shifts] = Scpe_sig_resampled.tsynch("reference",Symbols,"fs_ref",dataTable_.symbolrate,"debug_plots",0);

    shifts_mus = shifts./Scpe_sig_resampled.fs .*1e6;
    Scpe_sig_resampled = Scpe_sig_resampled.normalize("mode","rms");
    % Scpe_sig_resampled.plot("displayname",['Scope Signal (Run ID: ',num2str(dataTable_.run_id)],"fignum",dataTable_.run_id,"clear",0);
    hold on;
    % xline(shifts_mus,'HandleVisibility','off');

    shifts = shifts-shifts(1)+1;
    sep_sig = NaN(M,length(Scpe_sig_resampled));
    avg_sig = NaN(M,length(Scpe_sig_resampled));
    for j = 1:size(Scpe_cell,1)
        
        [sep_sig_,avg_sig_]=showLevelScatter(Scpe_cell{j}.resample("fs_out",Symbols.fs),Symbols,"fignum",400);
        s = shifts(j);
        sep_sig(:,s+1:s+length(sep_sig_)) = sep_sig_;
        avg_sig(:,s+1:s+length(avg_sig_)) = avg_sig_;

    end

    disp(num2str(filterParams.Configurations.interference_path_length));
    var(sep_sig,0,2,'omitnan')
%%
    xax_in_sec = ((1:length(avg_sig)) / fsym) * 1e6;
    figure();hold on;
    cols = cbrewer2('Paired',8);
    % for p = 1:size(avg_sig,1)
    %     sc=scatter(xax_in_sec,sep_sig(p,:),1,'.','MarkerEdgeColor',cols((2*p)-1,:),'MarkerEdgeAlpha',0.1);
    % end
    for p = 1:size(avg_sig,1)
        sc=plot(xax_in_sec,avg_sig(p,:),'LineWidth',1,'Color',cols((2*p),:));
    end

    yline(unique(Symbols.signal),'HandleVisibility','off');
    % xline(shifts./ fsym .*1e6,'HandleVisibility','off');
    xlabel('time in $\mu$s');
    ylabel('Normalized Amplitude');
    xlim([0 25]);
    ylim([-2 2]);

    drawnow;
end