basePath = 'C:\Users\Silas\Documents\MATLAB\Datensätze\sioe_labor\';
useGui = 0;

db = DBHandler("pathToDB",[basePath,'silas_labor.db']);
if useGui
    filterParams    = db.promptFilterParameters();
    selectedFields  = db.promptSelectFields();
else
    filterParams = db.tables;
    filterParams.Configurations = struct( ...
        'bitrate',          [], ...
        'db_mode',          [], ...
        'fiber_length',     10, ...
        'interference_attenuation', [], ...
        'interference_path_length', [], ...
        'is_mpi',           0, ...
        'pam_level',        [], ...
        'precomp_amp',      [], ...
        'rop_attenuation',  0, ...
        'symbolrate',       [], ...
        'v_awg',            [], ...
        'v_bias',           [], ...
        'wavelength',       1310 ...
        );
    filterParams.Equalizer.eq_type = equalizer_structure.vnle_pf_mlse;
    filterParams.Equalizer.eq_id = equalizer_structure.vnle;
    selectedFields =  {'Runs.run_id','BERs.ber_id','Equalizer.eq_id','Equalizer.eq_type','BERs.ber','BERs.occurrence',...
        'Configurations.db_mode','Configurations.pam_level','Configurations.bitrate','Configurations.symbolrate','Configurations.fiber_length','Configurations.wavelength','Configurations.precomp_amp',...
        'Measurements.power_rop','Measurements.power_laser','Measurements.power_pd_in'};
end


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

% Calculate the mean BER for each combination of 'run_id' and 'eq_type'
groupedData = groupsummary(dataTable, {'run_id', 'eq_type'}, 'mean', {'ber', 'power_rop','power_pd_in'});

% Extract unique rows from dataTable for each run_id with relevant configuration details
uniqueConfigFields = {'run_id', 'pam_level', 'bitrate','symbolrate', 'fiber_length', 'wavelength', 'precomp_amp', 'db_mode'};
[~, uniqueIdx] = unique(dataTable.run_id);  % Get unique run_id indices
configDetails = dataTable(uniqueIdx, uniqueConfigFields);  % Extract unique configurations for each run_id

% Prepare the join key for both groupedData and configDetails
groupedDataTable = table(groupedData.run_id, groupedData.eq_type, groupedData.GroupCount, groupedData.mean_ber,groupedData.mean_power_rop,groupedData.mean_power_pd_in, ...
    'VariableNames', {'run_id', 'eq_type', 'GroupCount', 'mean_ber','mean_power_rop','mean_power_pd_in'});

% Join groupedData with configDetails on the run_id field
joinedData = join(groupedDataTable, configDetails, 'Keys', 'run_id');




a=plot(fsym_vals.*1e-9.*log2(M_vals(modulation_iter)),ber_ffe(:,modulation_iter),...
    'Color',cols(modulation_iter,:),'MarkerSize',2,'LineWidth',1,...
    'Marker','o','MarkerFaceColor',cols(modulation_iter,:),'MarkerEdgeColor','black',...
    'DisplayName',['PAM ',num2str(M_vals(modulation_iter))]);

a.DataTipTemplate.DataTipRows(1).Label = 'Bitr';
a.DataTipTemplate.DataTipRows(1).Format = ['%.1f',' Gbps'];

a.DataTipTemplate.DataTipRows(2).Label = 'BER';
a.DataTipTemplate.DataTipRows(2).Format ='%.1e';

a.DataTipTemplate.DataTipRows(3).Label = 'P_{out}';
a.DataTipTemplate.DataTipRows(3).Value = rop(:,modulation_iter);
a.DataTipTemplate.DataTipRows(3).Format = ['%.2f',' dBm'];

a.DataTipTemplate.DataTipRows(4).Label = 'Baudr';
a.DataTipTemplate.DataTipRows(4).Value = fsym_vals.*1e-9;
a.DataTipTemplate.DataTipRows(4).Format = ['%.1f',' GBd'];


a.DataTipTemplate.FontSize = 9;
a.DataTipTemplate.FontName = 'arial';

% Continue with the rest of your plot settings
title('Opt B2B')
yline(3.8e-3, 'DisplayName', 'HD-FEC', 'LineStyle', '--', 'HandleVisibility', 'off');
xlabel('Bit Rate in GBps');
ylabel('Bit Error Rate (BER)');
set(gca, 'yscale', 'log');
set(gca, 'Box', 'on');
grid on;
grid minor;
legend('Interpreter', 'none');