Add Datastorage
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Silas
251
Classes/Warehouse_class/functions/fwm_plots/CompleteRoutine.m
Normal file
251
Classes/Warehouse_class/functions/fwm_plots/CompleteRoutine.m
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% Script, that shows the data management routine :-)
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loadExistingWareHouse = 0;
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if loadExistingWareHouse
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[file, path] = uigetfile();
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wh = load([path filesep file]);
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wh = wh.wh;
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wh.showInfo;
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else
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% 1) Define all your parameters, best practice directly constructs a
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% structure
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params = struct;
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params.l = [2,10];
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params.dispersion = [0];
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params.sgm = [0];
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% params.pol = ["YXYXYXYX","YXXYYXXY","YYYYYYYY"];
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params.pol = ["alternated","paired","copolarized"];
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params.p_in = [3];
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params.p_out = [-12,-11,-10,-9,-8,-7,-6,-5,-4,-3,-2];
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params.pmd = [0.1];
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params.gamma = [0.0023];
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params.realization = [1:20];
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params.numchannels = [16];
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params.center_wavelength = floor([getSweepWavelengths(35, 50e9, 1310)] .* 1000) ./ 1000 ;
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params.center_wavelength = [1285 1287 1290 1292 1295];
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params.center_wavelength = 1310;
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params.channelspacing = [400e9];
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params.random_zdw = [0];
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%wh = warehouse :-)
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wh = DataStorage(params);
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wh.showInfo;
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wh.addStorage("ber");
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wh.addStorage("totalBer");
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end
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%2) Simulate a bunch of data - TO BE IMPLEMENTED HERE - for now use scripts
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%from Sebastian
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%3) Once the simulation folder is around, specifiy path and analyze dirs
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path = uigetdir('C:\Users\Silas\Documents\MATLAB\Raw_Cluster_Simulations');
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allMat = getAllFilesInFolder(path,'.mat');
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allErr = getAllFilesInFolder(path,'.err');
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%allMat = dir([path filesep '*.mat']);
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%allErr = dir([path filesep '*.err']);
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if numel(allMat) == 0
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warning('You defined an empty folder. Could not locate any .mat file.')
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else
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fprintf('%-20s', 'Err Files:'); fprintf('%-12s', num2str(numel(allErr))); fprintf('\n');
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fprintf('%-20s', 'Mat Files:'); fprintf('%-12s', num2str(numel(allMat))); fprintf('\n');
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fprintf('%-20s', 'Missing Mat Files:'); fprintf('%-12s', num2str(numel(allErr)-numel(allMat))); fprintf('\n');
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end
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%4) Now load that data
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f = waitbar(0,'Please wait...');
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cnt = 0;
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for num = 1:numel(allMat)
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fileName = allMat(num).name;
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fileFolder = allMat(num).path;
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fileExt = allMat(num).ext;
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%
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matFile = load([fileFolder filesep fileName fileExt]);
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matFile = matFile.loop_data;
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% ____________________________________
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% FIND THE DATAPOINT CURRENTLY LOADED
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zdw = 1310;
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channelplan = "symmetric";
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channelspacing = str2double(strrep(regexp(fileName,'(_chsp)+([\d]*)','match'),'_chsp','')).*1e9;
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numchannels = str2double(strrep(regexp(fileName,'(ch)+(_)+([\d]*)','match'),'ch_',''));
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center_wavelength = str2double(insertAfter(strrep(regexp(fileName,'(lambda)+([\d]*)','match'),'lambda',''),4,'.'));
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center_wavelength = floor(center_wavelength * 1000) / 1000;
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if center_wavelength == 2192
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continue
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end
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center_wavelength = 1310;
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random_zdw = str2double(strrep(regexp(fileName,'(rzwd)+([\d])','match'),'rzwd',''));
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l = str2double(strrep(regexp(fileName,'([L])+(_)+([\d]*)','match'),'L_',''));
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d = str2double(strrep(regexp(fileName,'([D])+(_)+([\d]*)','match'),'D_',''));
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if d == 0
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sgm = false;
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else
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sgm = true;
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end
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if numel(regexp(fileName,'(YYYY)','match')) > 1
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pol = "copolarized";
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elseif numel(regexp(fileName,'(YXXY)','match')) > 1
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pol = "paired";
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elseif numel(regexp(fileName,'(YXYX)','match')) > 1
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pol = "alternated";
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else
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pol = "copolarized";
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end
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p_in = str2double(strrep(regexp(fileName,'(pow_)+([-,\d]{1})','match'),'pow_',''));
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pmd = 0.1;
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gamma = 0.0023;
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realiz = str2double(strrep(regexp(fileName,'(r)+([-,\d]{1,3})','match'),'r',''));
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% ____________________________________
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% Get the information you want from current file
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rop=[];
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ber = [];
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for pow = 2:12
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module_number = '';
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for p = 1:11 %11 because there are 11 ROP branches in model
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% get ROP
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if p == 1
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p_out = matFile.dp_optatten_para.atten;
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else
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p_out = matFile.("dp_optatten__"+(p)+"_para").atten;
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end
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p_out = round(p_out-10*log10(numel(matFile.config.parameters.common.wavelengthPlan)));
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for c = 1:numel(matFile.config.parameters.common.wavelengthPlan)
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ber(c) = matFile.("prms_compare_wdm__"+(p+1)+"_out"){1,c}.ber;
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end
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totalBer = matFile.("prms_compare_wdm__"+(p+1)+"_out"){1,end}.totalBer;
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if totalBer > 0.2 && channelspacing == 400e9 && pol == "alternated"
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disp("stopping here");
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pause;
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end
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% ____________________________________
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% Add value to warehouse at the correct position
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wh.addValueToStorage(ber,'ber',l,d,sgm,pol,p_in,p_out,pmd,gamma,realiz,numchannels, center_wavelength,channelspacing,random_zdw);
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wh.getStoValue('ber',l,d,sgm,pol,p_in,p_out,pmd,gamma,realiz,numchannels, center_wavelength,channelspacing,random_zdw);
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wh.addValueToStorage(totalBer,'totalBer',l,d,sgm,pol,p_in,p_out,pmd,gamma,realiz,numchannels,center_wavelength,channelspacing,random_zdw);
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end
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end
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waitbar(num/numel(allMat),f,'Loading your data');
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end
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close(f)
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% 4) Hey! the warehouse is here and (hopefully) filled with data :-)
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% Create a save dialog
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defaultDir = 'C:\Users\Silas\Documents\MATLAB\Raw_Cluster_Simulations\';
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defaultExt = '*.mat';
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[filename, pathname] = uiputfile(fullfile(defaultDir, defaultExt),'', 'wh.mat');
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% Check if the user pressed Cancel
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if isequal(filename, 0) || isequal(pathname, 0)
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disp('Save operation canceled.');
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else
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% Save the variable to the selected file
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save(fullfile(pathname, filename), 'wh');
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disp(['Variable "wh" saved to: ', fullfile(pathname, filename)]);
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end
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function matFileStructArray = getAllFilesInFolder(folderPath,extension)
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% Get a list of all files in the current folder
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currentFolderFiles = dir(fullfile(folderPath, '*'));
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% Exclude '.' and '..' directories
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currentFolderFiles = currentFolderFiles(~ismember({currentFolderFiles.name}, {'.', '..'}));
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% Initialize the structure array for .mat files
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matFileStructArray = struct('path', {}, 'name', {}, 'ext', {});
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% Loop over each file in the current folder
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for i = 1:length(currentFolderFiles)
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currentFile = currentFolderFiles(i);
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% Check if the current item is a file and has a .mat extension
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if ~currentFile.isdir && endsWith(currentFile.name, extension, 'IgnoreCase', true)
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% If it's a .mat file, add it to the structure array
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[matFileStructArray(end + 1).path,matFileStructArray(end+1).name, matFileStructArray(end+1).ext] = fileparts(fullfile(folderPath, currentFile.name));
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elseif currentFile.isdir
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% If it's a directory, recursively call the function
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subfolderPath = fullfile(folderPath, currentFile.name);
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subfolderMatFiles = getAllFilesInFolder(subfolderPath,extension);
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% Add .mat files from the subfolder to the structure array
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matFileStructArray = [matFileStructArray, subfolderMatFiles];
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end
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end
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end
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