restructure and organize

projects/Diss/MPI_revisit/investigate_mpi_algorithms.m

@@ -0,0 +1,76 @@
+% === DSP settings ===
+dsp_options = struct();
+dsp_options.mode = "run_id";
+dsp_options.recipe = @mpi_recipe_dev;
+dsp_options.append_to_db = false;
+dsp_options.max_occurences = 3;
+dsp_options.start_occurence = 1;
+dsp_options.debug_plots = true;
+
+dsp_options.database_type = "mysql";
+
+dsp_options.dataBase = "labor";
+dsp_options.storage_path = "W:\labdata\ECOC Silas\ecoc_2025";
+
+dsp_options.server = "192.168.178.192";
+dsp_options.port = 3306;
+dsp_options.user = "silas";
+dsp_options.password = "silas";
+
+db = DBHandler("dataBase", [dsp_options.dataBase],...
+    "type", dsp_options.database_type,...
+    "server", dsp_options.server,...
+    "user", dsp_options.user, "password", dsp_options.password);
+
+%%
+fp = QueryFilter();
+fp.where('Runs', 'symbolrate',                'EQUALS', 112e9);
+fp.where('Runs', 'fiber_length',              'EQUALS', 0);
+fp.where('Runs', 'interference_path_length',  'EQUALS', 1000);
+fp.where('Runs', 'sir',                       'EQUALS', 23);
+% fp.where('Runs', 'db_mode',                   'EQUALS', '"no_db"');
+% fp.where('Runs', 'is_mpi',                    'EQUALS', 1);
+fp.where('Runs', 'pam_level',                 'EQUALS', 4);
+fp.where('Runs', 'wavelength',                'EQUALS', 1310);
+fp.where('Runs', 'v_bias',                    'EQUALS', 2.65);
+
+[dataTable,~] = db.queryDB(fp, db.getTableFieldNames('Runs'));
+
+[~, uniqueSirRows] = unique(dataTable.sir, "stable");
+dataTable = dataTable(uniqueSirRows, :);
+% sort rows by sir (ascending) and extract run_ids
+[~, sortIdx] = sort(dataTable.sir, 'descend');
+dataTable = dataTable(sortIdx, :);
+run_ids = dataTable.run_id;
+
+if isempty(run_ids)
+    error("run_minimal_recipe:MissingRunIds", ...
+        "Set run_ids to one or more known run IDs before running this example.");
+end
+
+%% === Warehouse setup ===
+dsp_options.userParameters = struct();
+dsp_options.userParameters.smoothing_length = logspace(1,5.5,5);
+
+wh = DataStorage(dsp_options.userParameters);
+
+%% === Run ===
+% submitJobs returns the raw per-job results and the filled Warehouse. For a
+% single run_id and remove_dc = [0, 1], results is a 2-by-1 cell array.
+[results, wh] = submitJobs(run_ids, dsp_options, processingMode.parallel, ...
+    "wh", wh, ...
+    "waitbar", true);
+
+%% Analyze
+
+storageNames = fieldnames(wh.sto);
+x_vars = dsp_options.userParameters.smoothing_length;
+
+figure(2026);hold on
+for i = 1:numel(run_ids)
+    disp(run_ids(i))
+    result = wh.getStoValue(storageNames{1},x_vars);
+    ber = cellfun(@(packageCell) packageCell{1}.metrics.BER, result);
+    plot(x_vars,ber);
+    beautifyBERplot("logscale",true,"setcolors",true,"setmarkers",true);
+end