From 24325b2569df4e967ed66292bd6ea6cd990d77cb Mon Sep 17 00:00:00 2001 From: Alexandre Donze Date: Tue, 11 Jul 2023 16:20:32 +0200 Subject: [PATCH] 1.11.0 --- .gitignore | 4 + @STL_Formula/STL_Break.m | 3 +- @STL_Formula/STL_Culprit.m | 4 +- CHANGELOG.md | 5 + Core/Algos/@BreachProblem/BreachProblem.m | 86 +- Core/Algos/@BreachProblem/solve_binsearch.m | 2 +- Core/Algos/@BreachProblem/solve_turbo.m | 129 + Core/Algos/FalsificationProblem.m | 14 +- Core/BreachDomain.m | 36 +- Core/BreachOpenSystem.m | 75 + Core/BreachRequirement.m | 320 +- Core/BreachSet.m | 3367 ++++++++++++----- Core/BreachSimulinkSystem.m | 25 +- Core/BreachSimulinkWizard.m | 2 +- Core/BreachSystem.m | 90 +- Core/BreachTraceSystem.m | 15 +- Core/ComputeTraj.m | 17 +- Core/Gui/BreachGuiClass.m | 342 +- Core/Gui/BreachGuiEditParams.m | 149 + Core/Gui/elems/panel_elem.m | 9 +- Core/OutputGen/expr_output_gen.m | 9 + Core/ParamGen/equal_param_gen.m | 24 +- Core/STL_ReadFile.m | 14 +- Core/SignalGen/BreachSignalGen.m | 4 +- Core/SignalGen/cp_signal_gen.m | 10 +- Core/SignalGen/random_signal_gen.m | 6 +- Core/SignalGen/signal_gen_gui.m | 5 +- Core/SignalGen/sinusoid_signal_gen.m | 2 +- Core/m_src/append_or_linebreak.m | 19 + Core/m_src/create_breachset.m | 40 + Core/m_src/create_breachsignalgen.m | 47 + Core/m_src/disp_cover_opts.m | 164 + Core/m_src/list_manip.m | 13 + Core/m_src/sim_breach.m | 36 - Core/m_src/sim_breach_old_ver.m | 51 - Core/m_src/varargin2struct_breach.m | 17 +- Core/turbo_wrapper.m | 5 + Examples/Wordgen/SimpleUppaalTA.xml | 47 + Examples/Wordgen/Wordgen_Breach_Demo.m | 58 + Examples/Wordgen/driving_TA.prism | 23 + Examples/Wordgen/test_SimpleUppaalTA.m | 22 + Examples/reachcover/test_rand_cover_filter.m | 39 + Ext/Specs/AFC_simple_spec.stl | 1 + Ext/Toolboxes/turbo/CONTRIBUTORS.md | 2 + Ext/Toolboxes/turbo/LICENSE.md | 41 + Ext/Toolboxes/turbo/README.md | 95 + .../turbo/SavingAllDataInJsonFolderTurbo.m | 41 + Ext/Toolboxes/turbo/examples/Turbo1.ipynb | 254 ++ Ext/Toolboxes/turbo/examples/TurboM.ipynb | 247 ++ Ext/Toolboxes/turbo/scenario.json | 1 + Ext/Toolboxes/turbo/setup.py | 8 + Ext/Toolboxes/turbo/turbo/__init__.py | 2 + Ext/Toolboxes/turbo/turbo/gp.py | 98 + Ext/Toolboxes/turbo/turbo/turbo_1.py | 355 ++ Ext/Toolboxes/turbo/turbo/turbo_m.py | 247 ++ Ext/Toolboxes/turbo/turbo/utils.py | 39 + Ext/Toolboxes/turbo/turbo_example.m | 33 + Ext/Toolboxes/turbo/turbo_optimization.py | 133 + Ext/Toolboxes/wordgen/AutoTransmission_demo.m | 239 ++ Ext/Toolboxes/wordgen/Autotrans_falsi.m | 150 + Ext/Toolboxes/wordgen/Autotrans_falsi_org.m | 140 + Ext/Toolboxes/wordgen/Autotrans_setup.m | 124 + .../wordgen/Autotrans_wordgen_falsi.m | 55 + .../wordgen/Autotrans_wordgen_falsi_optim.m | 145 + ...utotrans_wordgen_falsi_optim_19_76_CMAES.m | 145 + Ext/Toolboxes/wordgen/BreachTASignalGen.m | 87 + ...r_autotrans_time_duration_example_traces.m | 43 + .../NFM_Paper_autotrans_example_trace.m | 72 + Ext/Toolboxes/wordgen/TA_param_gen.m | 99 + Ext/Toolboxes/wordgen/TA_signal_gen.m | 154 + Ext/Toolboxes/wordgen/TA_signal_gen2.m | 212 ++ Ext/Toolboxes/wordgen/driving_HSCC21_v1.pcmp | Bin 0 -> 24778 bytes Ext/Toolboxes/wordgen/driving_HSCC21_v1.prism | 19 + Ext/Toolboxes/wordgen/init_TA_signal_gen.m | 83 + Ext/Toolboxes/wordgen/test_TA_signal_gen.m | 36 + .../wordgen/test_TA_signal_gen_corners.m | 13 + .../wordgen/test_duration_TA_signal_gen.m | 20 + Ext/Toolboxes/wordgen/wordgen | Bin 0 -> 5324456 bytes InitBreach.m | 2 + Params/HaltonRefine.m | 2 +- Params/Pcheck_traj_ref.m | 4 +- Params/Preset_traj_ref.m | 1 + Params/QuasiRefine.m | 2 +- Plots/BreachSamplesPlot.m | 2 +- Plots/BreachSignalsPlot.m | 139 +- Plots/SplotBoxPts.m | 1 + Plots/m_src/fig_resize.m | 4 + Plots/m_src/flatbar3.m | 42 + Plots/m_src/scatterbar3.m | 42 + README.md | 3 +- VERSION | 2 +- 91 files changed, 7702 insertions(+), 1326 deletions(-) create mode 100755 Core/Algos/@BreachProblem/solve_turbo.m create mode 100644 Core/Gui/BreachGuiEditParams.m create mode 100644 Core/m_src/append_or_linebreak.m create mode 100644 Core/m_src/create_breachset.m create mode 100644 Core/m_src/create_breachsignalgen.m create mode 100644 Core/m_src/disp_cover_opts.m delete mode 100644 Core/m_src/sim_breach.m delete mode 100644 Core/m_src/sim_breach_old_ver.m create mode 100755 Core/turbo_wrapper.m create mode 100644 Examples/Wordgen/SimpleUppaalTA.xml create mode 100644 Examples/Wordgen/Wordgen_Breach_Demo.m create mode 100644 Examples/Wordgen/driving_TA.prism create mode 100644 Examples/Wordgen/test_SimpleUppaalTA.m create mode 100644 Examples/reachcover/test_rand_cover_filter.m create mode 100755 Ext/Toolboxes/turbo/CONTRIBUTORS.md create mode 100755 Ext/Toolboxes/turbo/LICENSE.md create mode 100755 Ext/Toolboxes/turbo/README.md create mode 100755 Ext/Toolboxes/turbo/SavingAllDataInJsonFolderTurbo.m create mode 100755 Ext/Toolboxes/turbo/examples/Turbo1.ipynb create mode 100755 Ext/Toolboxes/turbo/examples/TurboM.ipynb create mode 100755 Ext/Toolboxes/turbo/scenario.json create mode 100755 Ext/Toolboxes/turbo/setup.py create mode 100755 Ext/Toolboxes/turbo/turbo/__init__.py create mode 100755 Ext/Toolboxes/turbo/turbo/gp.py create mode 100755 Ext/Toolboxes/turbo/turbo/turbo_1.py create mode 100755 Ext/Toolboxes/turbo/turbo/turbo_m.py create mode 100755 Ext/Toolboxes/turbo/turbo/utils.py create mode 100755 Ext/Toolboxes/turbo/turbo_example.m create mode 100755 Ext/Toolboxes/turbo/turbo_optimization.py create mode 100755 Ext/Toolboxes/wordgen/AutoTransmission_demo.m create mode 100644 Ext/Toolboxes/wordgen/Autotrans_falsi.m create mode 100644 Ext/Toolboxes/wordgen/Autotrans_falsi_org.m create mode 100644 Ext/Toolboxes/wordgen/Autotrans_setup.m create mode 100644 Ext/Toolboxes/wordgen/Autotrans_wordgen_falsi.m create mode 100644 Ext/Toolboxes/wordgen/Autotrans_wordgen_falsi_optim.m create mode 100644 Ext/Toolboxes/wordgen/Autotrans_wordgen_falsi_optim_19_76_CMAES.m create mode 100644 Ext/Toolboxes/wordgen/BreachTASignalGen.m create mode 100644 Ext/Toolboxes/wordgen/HSCC_Paper_autotrans_time_duration_example_traces.m create mode 100644 Ext/Toolboxes/wordgen/NFM_Paper_autotrans_example_trace.m create mode 100644 Ext/Toolboxes/wordgen/TA_param_gen.m create mode 100644 Ext/Toolboxes/wordgen/TA_signal_gen.m create mode 100644 Ext/Toolboxes/wordgen/TA_signal_gen2.m create mode 100644 Ext/Toolboxes/wordgen/driving_HSCC21_v1.pcmp create mode 100644 Ext/Toolboxes/wordgen/driving_HSCC21_v1.prism create mode 100644 Ext/Toolboxes/wordgen/init_TA_signal_gen.m create mode 100644 Ext/Toolboxes/wordgen/test_TA_signal_gen.m create mode 100644 Ext/Toolboxes/wordgen/test_TA_signal_gen_corners.m create mode 100644 Ext/Toolboxes/wordgen/test_duration_TA_signal_gen.m create mode 100755 Ext/Toolboxes/wordgen/wordgen create mode 100644 Plots/m_src/flatbar3.m create mode 100644 Plots/m_src/scatterbar3.m diff --git a/.gitignore b/.gitignore index afd41e2d..358d2ee7 100644 --- a/.gitignore +++ b/.gitignore @@ -41,3 +41,7 @@ docrun_backup.mat *_ert_rtw *.7z *.slxc +/Online/onlineMonitorlib.a +AbstractFuelControl_breach_acc.* +Examples/Wordgen/driving_TA.pcmp +Examples/Wordgen/res.txt diff --git a/@STL_Formula/STL_Break.m b/@STL_Formula/STL_Break.m index 6a417b5b..d41adffc 100644 --- a/@STL_Formula/STL_Break.m +++ b/@STL_Formula/STL_Break.m @@ -1,4 +1,4 @@ -function [out, num_op, num_nested_temp_op] = STL_Break(phi, n) +function [out, num_op, num_nested_temp_op] = STL_Break(phi, n, skip_params) % STL_BREAK breaks a formula into subformulas % % Synopsys: out = STL_Break(phi, [n]) @@ -38,6 +38,7 @@ if nargin==1 n = inf; + skip_params = false; end if n <= 0 diff --git a/@STL_Formula/STL_Culprit.m b/@STL_Formula/STL_Culprit.m index 748218db..7ebc4f08 100644 --- a/@STL_Formula/STL_Culprit.m +++ b/@STL_Formula/STL_Culprit.m @@ -88,7 +88,7 @@ t = tau*ones(1,numParamSet); [mu{:}] = deal(phi); % fill mu with phi for ii = 1:numParamSet - traj_time = P.traj{P.traj_ref(ii}).time; + traj_time = P.traj{P.traj_ref(ii)}.time; idx(ii) = find(traj_time>=tau,1,'first'); % index of tau if tau belong in traj_time if isempty(idx(ii)) idx(ii) = traj_time(end); % there is no time point higher than tau @@ -107,7 +107,7 @@ % mus = STL_ExtractPredicates(phi); for ii = 1:numParamSet % for each param set - traj = P.traj{P.traj_ref(ii}); + traj = P.traj{P.traj_ref(ii)}; Pi = Sselect(P,ii); found = false; jj = 1; diff --git a/CHANGELOG.md b/CHANGELOG.md index 37fc99c1..f4a35120 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,8 @@ +# Release 1.11.0 +- Coverage features, to be documented +- GUI stuff, tbdocu itou +- Fixes and stuff, tbdocu too but less + # Release 1.10.0 - updated README.md - **really** updated README.md diff --git a/Core/Algos/@BreachProblem/BreachProblem.m b/Core/Algos/@BreachProblem/BreachProblem.m index 58045fa8..d67b6e15 100644 --- a/Core/Algos/@BreachProblem/BreachProblem.m +++ b/Core/Algos/@BreachProblem/BreachProblem.m @@ -73,7 +73,7 @@ end % properties related to the function to minimize - properties + properties BrSet BrSys % BreachSystem - reset for each objective evaluation BrSet_Best @@ -133,8 +133,6 @@ display = 'on' use_parallel = 0 max_time = inf - time_start = tic - time_spent = 0 nb_obj_eval = 0 max_obj_eval = 300 num_constraints_failed = 0 @@ -143,6 +141,11 @@ mixed_integer_optim_solvers = {'ga'}; end + properties (Hidden=true) + time_start = tic + time_spent = 0 + end + %% Static Methods methods (Static) @@ -537,6 +540,20 @@ function set_stochastic_params(this, sparams, sdomains) this.solver_options = solver_opt; end + function solver_opt = setup_turbo(this, varargin) + this.solver = 'turbo'; + %this.solver_options.num_corners = length(this.ub); + solver_opt.lb = this.lb; + solver_opt.ub = this.ub; + solver_opt.start_sample = []; + solver_opt.start_function_values = []; + solver_opt.use_java_runtime_call = 1; + solver_opt= varargin2struct_breach(solver_opt, varargin{:}); + + this.display = 'on'; + this.solver_options = solver_opt; + end + function solver_opt = setup_gnmLausen(this) %disp('Setting options for GNM Lausen solver - use help gnm for details'); % solver_opt = saoptimset('Display', 'off'); @@ -719,21 +736,18 @@ function set_stochastic_params(this, sparams, sdomains) res = struct('x',x, 'fval',fval, 'counteval', counteval, 'stopflag', stopflag, 'out', out, 'bestever', bestever); this.add_res(res); - case 'gnmLausen' - [x, fval, output, used_options] = gbnm(this.objective,this.lb,this.ub,this.solver_options); + case 'turbo' + res = this.solve_turbo(); + + case 'gnmLausen' + [x, fval, output, used_options] = gbnm(this.objective,this.lb,this.ub,this.solver_options); res = struct('x', output.usedPoints, 'fval', output.usedVals,... 'counteval', output.nEval, 'output', output, 'used_options', used_options); -% === example of output for 2D problem: -% usedPoints: [2×30 double] -% usedVals: [1×30 double] -% usedSimplex: {1×30 cell} -% reason: {1×15 cell} -% nEval: 831 this.add_res(res); - + case 'meta' - res = this.solve_meta(); + res = this.solve_meta(); case 'ga' res = solve_ga(this, problem); @@ -784,16 +798,6 @@ function set_stochastic_params(this, sparams, sdomains) [x,fval,exitflag,output] = feval(this.solver, problem); res = struct('x',x,'fval',fval, 'exitflag', exitflag, 'output', output); -% num_works = this.BrSys.Sys.Parallel; -% for idx = 1:num_works -% F(idx) = parfeval(this.solver, 4, problem); -% end -% res = cell(1,num_works); -% for idx = 1:num_works -% [completedIdx, x, fval,exitflag,output] = fetchNext(F); -% this.nb_obj_eval = this.nb_obj_eval + output.funccount; -% res{completedIdx} = struct('x',x,'fval',fval, 'exitflag', exitflag, 'output', output); -% end else [x,fval,exitflag,output] = feval(this.solver, problem); res = struct('x',x,'fval',fval, 'exitflag', exitflag, 'output', output); @@ -832,8 +836,6 @@ function set_stochastic_params(this, sparams, sdomains) end end - - % Store if it's best if min(rob) < fbest xbest = x; @@ -849,9 +851,13 @@ function set_stochastic_params(this, sparams, sdomains) end % Exit if robustness negative - if this.StopAtFalse && min(rob) < 0 - disp(['FALSIFIED at sample ' num2str(iterationCounter) '!']); - break + + if min(rob)<0 + this.StopAtFalse = this.StopAtFalse-1; + if this.StopAtFalse==1 && min(rob) < 0 + disp(['FALSIFIED at sample ' num2str(iterationCounter) '!']); + break + end end end res = struct('bestRob',[],'bestSample',[],'nTests',[],'bestCost',[],'paramVal',[],'falsified',[],'time',[]); @@ -866,9 +872,7 @@ function set_stochastic_params(this, sparams, sdomains) this.add_res(res); end - % TESTRON: Mute these outputs this.DispResultMsg(); - %this.Display_Best_Results(this.obj_best, this.x_best); %% Saving run in cache folder this.SaveInCache(); @@ -1048,8 +1052,7 @@ function SetupDiskCaching(this, varargin) this.BrSys.SetupDiskCaching(varargin{:}); end - %% Objective function and wrapper - + %% Objective function and wrapper function [obj, cval, x_stoch] = objective_fn(this,x) % reset this.Spec @@ -1354,6 +1357,25 @@ function Display_Best_Results(this, best_fval, param_values) end end + +%% Display function + + function varargout = disp_variables(this) + variables = list_manip.to_string(this.params); + + + + st = sprintf('Variables: %s. \n',variables); + + if nargout == 0 + varargout = {}; + fprintf(st); + else + varargout{1} = st; + end + + end + end methods (Access=protected) diff --git a/Core/Algos/@BreachProblem/solve_binsearch.m b/Core/Algos/@BreachProblem/solve_binsearch.m index c3b48a4b..2d1ea391 100644 --- a/Core/Algos/@BreachProblem/solve_binsearch.m +++ b/Core/Algos/@BreachProblem/solve_binsearch.m @@ -39,5 +39,5 @@ this.X_log = p; this.obj_log = rob; this.BrSet.SetParam(this.params, p, true); -this.BrSet.CheckSpec(phi); +%this.BrSet.CheckSpec(phi); end diff --git a/Core/Algos/@BreachProblem/solve_turbo.m b/Core/Algos/@BreachProblem/solve_turbo.m new file mode 100755 index 00000000..72aa433a --- /dev/null +++ b/Core/Algos/@BreachProblem/solve_turbo.m @@ -0,0 +1,129 @@ +function res = solve_turbo(this) + +%% Initialization of the parameters +fcn = 'turbo_wrapper'; +numberOfIterations = 1; % Counter to count the number of iterations +maxNumberOfIterations = this.max_obj_eval ; % limit on the number of iterations +lower_bound = this.lb; % lower bound +upper_bound = this.ub; % upper bound +lengthOfInputVector = length(upper_bound); +xbest = []; +fbest = []; + +%% Saving the necessary data in a json file, "scenarion.json", by calling SavingAllDataInJsonFolderTurbo.m +SavingAllDataInJsonFolderTurbo(lower_bound, upper_bound, maxNumberOfIterations) + +% Share files between MATLAB and turbo +nameOfInputFile = 'turboToMatlab.csv'; +nameOfFileToWaitFor = 'turboFinishedWriting.dummy'; +nameOfOutputFile = 'matlabToTurbo.csv'; % The name to save objective value values in a csv file +nameOfTurboWaitFile = 'matlabFinishedWriting.dummy'; +nameOfMatlabInitDataFile = 'initDataFromMatlabToTurbo.csv'; + +% Make sure the files don't exist to begin with +if exist(nameOfInputFile, 'file') + delete(nameOfInputFile); +end +if exist(nameOfFileToWaitFor, 'file') + delete(nameOfFileToWaitFor); +end +if exist(nameOfOutputFile, 'file') + delete(nameOfOutputFile); +end +if exist(nameOfTurboWaitFile, 'file') + delete(nameOfTurboWaitFile); +end +if exist(nameOfMatlabInitDataFile, 'file') + delete(nameOfMatlabInitDataFile); +end + +% Write initial data to .csv file +M = [this.solver_options.start_sample' , ... + this.solver_options.start_function_values']; +csvwrite(nameOfMatlabInitDataFile, M); + +%% Main loop: +% Running main turbo_optimization.py file in python that runs the turbo in the background + +turboPythonFileLocation = which('turbo_optimization.py'); +if isempty(turboPythonFileLocation) + error('Cannot find turbo_optimization.py. Make sure to add turbo_optimization.py to MATLAB path'); +end + +% Note: Using java runtime to run turbo will not open up a command window, +% which is cleaner, but we also don't access the output from turbo. +% To access output from turbo, use system() to call the python script +% instead. +if this.solver_options.use_java_runtime_call + runtime = java.lang.Runtime.getRuntime(); + process = runtime.exec(sprintf('python %s', ... + turboPythonFileLocation)); +else + [status, commandOut] = system(sprintf('python %s &', ... + turboPythonFileLocation)); +end + +%% Main loop to calculate the objective function value in Breach +while (numberOfIterations <= maxNumberOfIterations) % While loop over the number of iteration to search falsified point + + while ~exist(nameOfFileToWaitFor, 'file') % While loop to wait until that input value be generated from Turbo and saved in a csv file + pause(1); + end + + inputValue = csvread(nameOfInputFile); % Reading input values saved in a csv file + delete(nameOfInputFile); + delete(nameOfFileToWaitFor); + + if length(inputValue) ~= lengthOfInputVector % Make sure that the number of dimensions is true + error('Wrong number of dimensions in input file %s', nameOfInputFile); + end + + objectValue = feval(fcn, inputValue, this); % Calculating the objective function value for the current input value + + % Check to see that objective value is negative or not + if objectValue < 0 + xbest = inputValue ; + fbest = objectValue; + break; + end + + % saving the objective value in a csv file + fileIdOut = fopen(nameOfOutputFile, 'w'); + fprintf(fileIdOut,'%4.4f\n', objectValue); + fclose(fileIdOut); % Closing the csv file + + % Write file to tell Turbo that MATLAB is finished writing + fclose(fopen(nameOfTurboWaitFile, 'w')); + + %disp("The number of evaluation is: " + numberOfIterations) % Displaying the number of evaluation + numberOfIterations = numberOfIterations + 1; %Increasing the number of iterations + +end + +% Saving the point with lowest objective value +if isempty(xbest) + xbest = this.x_best; + fbest = this.obj_best; +end + +res = struct('bestRob',[],'bestSample',[],'nTests',[],'bestCost',[],'paramVal',[],'falsified',[],'time',[]); +res.bestSample = xbest; +res.bestRob = fbest; + +% Clean up files +if exist(nameOfInputFile, 'file') + delete(nameOfInputFile); +end +if exist(nameOfFileToWaitFor, 'file') + delete(nameOfFileToWaitFor); +end +if exist(nameOfMatlabInitDataFile, 'file') + delete(nameOfMatlabInitDataFile); +end + +if this.solver_options.use_java_runtime_call + % Kill python process + process.destroy(); +end + +end \ No newline at end of file diff --git a/Core/Algos/FalsificationProblem.m b/Core/Algos/FalsificationProblem.m index 86bfbfc5..bd7255ad 100644 --- a/Core/Algos/FalsificationProblem.m +++ b/Core/Algos/FalsificationProblem.m @@ -5,8 +5,8 @@ % BrSet_False - BreachSet updated with falsifying parameter vectors % and traces whenever some are found % X_false - parameter values found falsifying the formula - % StopAtFalse - (default: true) if true, will stop as soon as a falsifying - % parameter is found. + % StopAtFalse - (default: 1) number of counter example to find + % before stopping. If not a finite integer, never stop % % FalsificationProblem Methods % GetBrSet_False - returns BrSet_False @@ -17,7 +17,7 @@ BrSet_False X_false obj_false - StopAtFalse=true + StopAtFalse=1 Rio_Mode Rio_Mode_log=[] val_max=inf @@ -180,7 +180,13 @@ function LogX(this, x, fval, cval, x_stoch) function b = stopping(this) b = this.stopping@BreachProblem(); - b= b||(this.StopAtFalse&&any(this.obj_best<0)); + + if this.StopAtFalse~=0 && ... % StopAtFalse is not false + rem(this.StopAtFalse,1)==0 &&... % StopAtFalse is integer + this.StopAtFalse<=sum(this.obj_log<0) % found enough + b = true; + end + end function [BrFalse, BrFalse_Err, BrFalse_badU] = GetFalse(this) diff --git a/Core/BreachDomain.m b/Core/BreachDomain.m index 626007b0..2fe0810e 100644 --- a/Core/BreachDomain.m +++ b/Core/BreachDomain.m @@ -5,9 +5,9 @@ % properties - type='double' % can be 'int', 'bool', 'enum', 'double' - domain % always be an interval, empty means singleton - enum % only used with type enum and 'bool' + type='double' % can be 'int', 'bool', 'enum', 'double' + domain % always be an interval, empty means singleton + enum % only used with type enum and 'bool' end methods @@ -93,6 +93,14 @@ bool = isequal(this.type, 'double') && isempty(this.domain); end + function bool = is_out(this,x) + % bool = BreachDomain.is_out(x) + % returns true if x is not inside domain interval + bool = (~isempty(this.domain))&&... + ((x>this.domain(2))||(x this is where we need some smarts if num_dom>1 if combine_x @@ -317,10 +319,8 @@ else x= x{1}; end - - + end - - + end end \ No newline at end of file diff --git a/Core/BreachOpenSystem.m b/Core/BreachOpenSystem.m index 1e5d7a56..15175f4d 100644 --- a/Core/BreachOpenSystem.m +++ b/Core/BreachOpenSystem.m @@ -476,6 +476,81 @@ function SetDomainCfg(this, cfg) atts = [atts {'model_param'}]; end end + + function [sigs_in, sigs_out] = GetI0SignalsList(this) + sig_list = this.P.ParamList(1:this.P.DimX); + idx = this.GetInputSignalsIdx(); + sigs_in = sig_list(idx); + sigs_out = setdiff(sig_list, sigs_in, 'stable'); + end + + %% Disp + + function varargout = disp_signals(this) + max_length = 200; + sig_list = this.P.ParamList(1:this.P.DimX); + if isfield(this.P, 'traj') + num_traces = numel(this.P.traj); + else + num_traces = 0; + end + + switch num_traces + case 0 + str_num = '0 trace.\n'; + case 1 + str_num = '1 trace.\n'; + otherwise + str_num= [num2str(num_traces) ' traces\n']; + end + + + [in_sigs, out_sigs] = this.GetI0SignalsList(); + % inputs + switch numel(in_sigs) + case 0 + str_in = '0 input signals.\n----\n'; + case 1 + str_in = ['1 input signal: ' in_sigs{1} '.\n']; + list_input_gen = cellfun(@(c)(class(c)), this.InputGenerator.signalGenerators, 'UniformOutput', false); + str_input_gen = ['Input generator: ' list_manip.to_string(list_input_gen) '.\n----\n']; + str_in = [str_in str_input_gen]; + otherwise + str_in_sig_list = list_manip.to_string(in_sigs, ', '); + if numel(str_in_sig_list) > max_length + str_in_sig_list = [str_in_sig_list(1:max_length) ', ...']; + end + str_in = [num2str(numel(in_sigs)) ' input signals: ' str_in_sig_list '\n']; + list_input_gen = cellfun(@(c)(class(c)), this.InputGenerator.signalGenerators, 'UniformOutput', false); + str_input_gen = ['Input generator(s): ' list_manip.to_string(list_input_gen) '.\n----\n']; + str_in = [str_in str_input_gen]; + end + + + % outputs + switch numel(out_sigs) + case 0 + str_out = '0 output signals.\n'; + case 1 + str_out = ['1 output signal: ' out_sigs{1} '.\n']; + otherwise + str_out_sig_list = list_manip.to_string(out_sigs, ', '); + if numel(str_out_sig_list) > max_length + str_out_sig_list = [str_out_sig_list(1:max_length) ', ...']; + end + str = [str_in num2str(numel(out_sigs)) ' output signals: ' str_out_sig_list '.\n' ]; + end + str = [str str_num]; + + if nargout == 0 + varargout = {}; + fprintf(str); + else + varargout{1} = str; + end + end + + end end diff --git a/Core/BreachRequirement.m b/Core/BreachRequirement.m index 8a3995dc..7a32c08f 100644 --- a/Core/BreachRequirement.m +++ b/Core/BreachRequirement.m @@ -20,7 +20,7 @@ end methods - + %% Construction function this = BreachRequirement(req_monitors, postprocess_signal_gens, precond_monitors) this = this@BreachTraceSystem({}, [], {'data_trace_idx_'}); @@ -92,8 +92,7 @@ function AddRandReq(this, n, Ops) end end - - + function AddPostProcess(this, postprocess_signal_gens) if ~iscell(postprocess_signal_gens) @@ -141,6 +140,8 @@ function ResetSigMap(this) this.signals_in = this.get_signals_in(); end + %% Evaluation + function ResetEval(this) this.BrSet = []; this.SetParam('data_trace_idx_', 0); @@ -268,11 +269,12 @@ function ResetSimulations(this) % eval requirement execTimesForThisReq = zeros(1, numel(this.req_monitors)); for it = 1:num_eval - currentTime = datestr(now, 'HH:MM:ss'); - if num_eval > 30 && (mod(it, 10) == 0) - fprintf(['*** START traj ' num2str(it) '/' num2str(num_eval) ' at ' currentTime '\n']); + if this.verbose>=2 + currentTime = datestr(now, 'HH:MM:ss'); + if num_eval > 30 && (mod(it, 10) == 0) + fprintf(['*** START traj ' num2str(it) '/' num2str(num_eval) ' at ' currentTime '\n']); + end end - if any(traces_vals_precond(it,:)<0) traces_vals( it, :) = NaN; else @@ -358,6 +360,7 @@ function ResetSimulations(this) end end + %% Post Evaluation function F = PlotDiagnostics(this, idx_req_monitors, itraj) if nargin<2 idx_req_monitors = 1; @@ -428,72 +431,14 @@ function ResetSimulations(this) h = BreachSignalsPlot(this,varargin{:}); end - function summary = GetSummary(this, varargin) - - summary = GetStatement(this); - summary.signature = this.GetSignature(varargin{:}); - summary.num_violations_per_trace =sum(this.traces_vals<0 , 2 )'; - [~,idxm ] = sort(summary.num_violations_per_trace, 2, 'descend'); - summary.idx_traces_with_most_violations = idxm; - - end - - function summary = GetStatement(this) - - if this.CountTraces()==1 - summary.statement = sprintf('%d trace evaluated', this.CountTraces()); - else - summary.statement = sprintf('%d traces evaluated', this.CountTraces()); - end - summary.num_traces_evaluated =size(this.traces_vals,1); - summary.requirements.names = cell(1,numel(this.req_monitors)); - for ir = 1:numel(this.req_monitors) - if isa(this.req_monitors{ir}, 'stl_monitor') - summary.requirements.names{ir} = this.req_monitors{ir}.formula_id; - else - summary.requirements.names{ir} = class(this.req_monitors{ir}); - end + function Rfalse = GetFalseSubset(this) + Rfalse = []; + idx_false = find( sum(this.traces_vals<0,2) ); + if ~isempty(idx_false) + Rfalse =this.ExtractSubset(idx_false); end - if summary.num_traces_evaluated>0 - summary.val = this.val; - summary.requirements.rob = this.traces_vals; - summary.requirements.rob_vac = this.traces_vals_vac; - summary.requirements.sat = this.traces_vals >=0; - summary.num_requirements = size(this.traces_vals,2); - if summary.num_requirements == 1 - summary.statement = sprintf([summary.statement ' on %d requirement'], summary.num_requirements); - else - summary.statement = sprintf([summary.statement ' on %d requirements'], summary.num_requirements); - end - summary.num_traces_violations = sum( any(this.traces_vals<0, 2) ); - summary.statement = sprintf([summary.statement ', %d traces have violations'], summary.num_traces_violations); - summary.num_total_violations = sum( sum(this.traces_vals<0) ); - if summary.num_total_violations == 1 - summary.statement = sprintf([summary.statement ', %d requirement violation' ], summary.num_traces_violations); - elseif summary.num_total_violations >1 - summary.statement = sprintf([summary.statement ', %d requirement violations total' ], summary.num_traces_violations); - end - - summary.num_vacuous_sat = sum(sum(summary.requirements.rob == inf)); - - if summary.num_vacuous_sat == 1 - summary.statement = sprintf([summary.statement ', %d vacuous satisfaction.' ], summary.num_vacuous_sat); - elseif summary.num_vacuous_sat >1 - summary.statement = sprintf([summary.statement ', %d vacuous satisfactions.' ], summary.num_vacuous_sat); - else - summary.statement = [summary.statement '.']; - end - - - else - summary.statement = [summary.statement '.']; - end - if isa(this.BrSet, 'BreachImportData') - summary.file_names = this.BrSet.signalGenerators{1}.file_list; - end - end - + function values = GetParam(this, params, ip) % GetParam if not found, look into BrSet [idx, ifound] = FindParam(this.P, params); @@ -522,34 +467,6 @@ function ResetSimulations(this) end end - function [idx, ifound, idxB, ifoundB] = FindSignalsIdx(this, signals ) - if ischar(signals) - signals = {signals}; - end - idxB = zeros(1, numel(signals)); ifoundB = zeros(1, numel(signals)); - [idx, ifound] = FindSignalsIdx@BreachSet(this, signals); % - - if any(~ifound)&&isa(this.BrSet, 'BreachSet') % if not a signal of the requirement, look into BrSet (system) signals - idx_not_found = find(~ifound); - for isig = 1:numel(idx_not_found) - s0 = signals{idx_not_found(isig)}; - aliases = this.getAliases(s0); - - [idx_s, ifound_s] = FindParam(this.P, aliases); - if any(ifound_s) % one alias is the one ! - idx(idx_not_found(isig)) = idx_s(find(ifound_s, 1)); - ifound(idx_not_found(isig)) = 1; - elseif (~isempty(this.BrSet)) - [idx_sB, ifB] = FindSignalsIdx(this.BrSet, aliases); - if (any(ifB)) - idxB(idx_not_found(isig)) = idx_sB(find(ifB, 1)); - ifoundB(idx_not_found(isig)) = 1; - end - end - end - end - end - function [X, idxR] = GetSignalValues(this,varargin) % GetSignalValues if not found, look into BrSet nb_traj = 0; @@ -615,6 +532,92 @@ function ResetSimulations(this) end end end + + function Rextract = ExtractSubset(this, idx) + Rextract = this.copy(); % likely overkill... + Rextract.P = Sselect(this.P,idx); + if ~isempty(this.BrSet) + Rextract.BrSet.P = Sselect(this.BrSet.P, idx); + end + + if ~isempty(this.traces_vals) + Rextract.traces_vals = this.traces_vals(idx,:); + end + if ~isempty(this.traces_vals_precond) + Rextract.traces_vals_precond = this.traces_vals_precond(idx,:); + end + + global_val = min(min(Rextract.traces_vals)); + global_precond_val = min(min(Rextract.traces_vals_precond)); + Rextract.val = min([global_val,-global_precond_val]); + + end + + function summary = GetSummary(this, varargin) + + summary = GetStatement(this); + summary.signature = this.GetSignature(varargin{:}); + summary.num_violations_per_trace =sum(this.traces_vals<0 , 2 )'; + [~,idxm ] = sort(summary.num_violations_per_trace, 2, 'descend'); + summary.idx_traces_with_most_violations = idxm; + + end + + function summary = GetStatement(this) + + if this.CountTraces()==1 + summary.statement = sprintf('%d trace evaluated', this.CountTraces()); + else + summary.statement = sprintf('%d traces evaluated', this.CountTraces()); + end + summary.num_traces_evaluated =size(this.traces_vals,1); + summary.requirements.names = cell(1,numel(this.req_monitors)); + for ir = 1:numel(this.req_monitors) + if isa(this.req_monitors{ir}, 'stl_monitor') + summary.requirements.names{ir} = this.req_monitors{ir}.formula_id; + else + summary.requirements.names{ir} = class(this.req_monitors{ir}); + end + end + if summary.num_traces_evaluated>0 + summary.val = this.val; + summary.requirements.rob = this.traces_vals; + summary.requirements.rob_vac = this.traces_vals_vac; + summary.requirements.sat = this.traces_vals >=0; + summary.num_requirements = size(this.traces_vals,2); + if summary.num_requirements == 1 + summary.statement = sprintf([summary.statement ' on %d requirement'], summary.num_requirements); + else + summary.statement = sprintf([summary.statement ' on %d requirements'], summary.num_requirements); + end + summary.num_traces_violations = sum( any(this.traces_vals<0, 2) ); + summary.statement = sprintf([summary.statement ', %d traces have violations'], summary.num_traces_violations); + summary.num_total_violations = sum( sum(this.traces_vals<0) ); + if summary.num_total_violations == 1 + summary.statement = sprintf([summary.statement ', %d requirement violation' ], summary.num_traces_violations); + elseif summary.num_total_violations >1 + summary.statement = sprintf([summary.statement ', %d requirement violations total' ], summary.num_traces_violations); + end + + summary.num_vacuous_sat = sum(sum(summary.requirements.rob == inf)); + + if summary.num_vacuous_sat == 1 + summary.statement = sprintf([summary.statement ', %d vacuous satisfaction.' ], summary.num_vacuous_sat); + elseif summary.num_vacuous_sat >1 + summary.statement = sprintf([summary.statement ', %d vacuous satisfactions.' ], summary.num_vacuous_sat); + else + summary.statement = [summary.statement '.']; + end + + + else + summary.statement = [summary.statement '.']; + end + if isa(this.BrSet, 'BreachImportData') + summary.file_names = this.BrSet.signalGenerators{1}.file_list; + end + + end function dom = GetDomain(this, param) if ischar(param) @@ -662,6 +665,34 @@ function ResetSimulations(this) end + function [idx, ifound, idxB, ifoundB] = FindSignalsIdx(this, signals ) + if ischar(signals) + signals = {signals}; + end + idxB = zeros(1, numel(signals)); ifoundB = zeros(1, numel(signals)); + [idx, ifound] = FindSignalsIdx@BreachSet(this, signals); % + + if any(~ifound)&&isa(this.BrSet, 'BreachSet') % if not a signal of the requirement, look into BrSet (system) signals + idx_not_found = find(~ifound); + for isig = 1:numel(idx_not_found) + s0 = signals{idx_not_found(isig)}; + aliases = this.getAliases(s0); + + [idx_s, ifound_s] = FindParam(this.P, aliases); + if any(ifound_s) % one alias is the one ! + idx(idx_not_found(isig)) = idx_s(find(ifound_s, 1)); + ifound(idx_not_found(isig)) = 1; + elseif (~isempty(this.BrSet)) + [idx_sB, ifB] = FindSignalsIdx(this.BrSet, aliases); + if (any(ifB)) + idxB(idx_not_found(isig)) = idx_sB(find(ifB, 1)); + ifoundB(idx_not_found(isig)) = 1; + end + end + end + end + end + function [req, idx_req] = get_req_from_name(this, req_name) req = []; @@ -684,6 +715,7 @@ function ResetSimulations(this) end %% Display + function varargout = disp(this) signals_in_st = cell2mat(cellfun(@(c) (['''' c ''', ']), this.signals_in, 'UniformOutput', false)); signals_in_st = ['{' signals_in_st(1:end-2) '}']; @@ -1075,6 +1107,94 @@ function Concat(this,other,fast) function names = get_monitor_names(this) names = cellfun(@(c)(c.name), this.req_monitors, 'UniformOutput', false); end + + + function varargout = dispwip(this) + + + str = [class(this) ' object.\n']; + str = [str this.disp_req_monitors()]; + str_params = this.disp_params_in(); + if ~isempty(str_params) + str = [str str_params]; + end + + str_signals = this.disp_signals_in(); + if ~isempty(str_signals) + str = [str str_signals]; + end + + if nargout == 0 + varargout = {}; + fprintf(str); + fprintf(['\n...More details...\n']); + else + varargout{1} = str; + end + + + end + + + function varargout = disp_req_monitors(this) + + mons = list_manip.to_string(this.get_monitor_names(),', '); + str = ['Monitor(s): ' mons '\n']; + + + if nargout == 0 + varargout = {}; + fprintf(str); + else + varargout{1} = str; + end + + + end + + function varargout = disp_params_in(this) + + params_in = setdiff(this.GetParamList(), 'data_trace_idx_', 'stable'); + if isempty(params_in) + str = ''; + else + params_in_str = list_manip.to_string(params_in,', '); + + str = ['Parameters: ' params_in_str '\n']; + end + if nargout == 0 + varargout = {}; + fprintf(str); + else + varargout{1} = str; + end + + + end + + + function varargout = disp_signals_in(this) + + signals_in = this.get_signals_in(); + if isempty(signals_in) + str = ''; + else + signals_in_str = list_manip.to_string(signals_in,', '); + + str = ['Signal(s): ' signals_in_str '\n']; + end + if nargout == 0 + varargout = {}; + fprintf(str); + else + varargout{1} = str; + end + + + end + + + end @@ -1316,7 +1436,7 @@ function Concat(this,other,fast) Xin = []; end % checks if a signal is missing (need postprocess) - while any(isnan(Xin)) + while any(all(isnan(Xin),2)) % should do only one iteration if postprocessing function are % properly ordered following dependency for ipp = 1:numel(this.postprocess_signal_gens) diff --git a/Core/BreachSet.m b/Core/BreachSet.m index b9d879fa..09855369 100644 --- a/Core/BreachSet.m +++ b/Core/BreachSet.m @@ -8,7 +8,7 @@ % BreachSet Properties % ParamRanges - ranges of possible values for each parameter - determines the parameter sampling domain % SignalRanges - ranges of values taken by each signal variable - % AppendWhenSample=false - when true, sampling appends new param vectors, otherwise replace. + % AppendWhenSample=false - when true, sampling appends new param samples, otherwise replace. % % BreachSet Methods % GetParam - get values for parameters, given their names @@ -27,92 +27,64 @@ % PlotParams - plots parameter vectors % PlotSignals - plots signals vs time % PlotSigPortrait - plots signals portrait - + properties (SetObservable) P % legacy parameter structure - contains points data (in P.pts) and traces (P.traj) and many other fields whose purpose is slowly falling into oblivion end - + properties Domains = BreachDomain('double', []) ParamGens % optional classes performing parameter value transformation after a SetParam SignalRanges % ranges of values taken by each signal variable AppendWhenSample=false % when true, sampling appends new param vectors, otherwise replace. log_folder - sigMap + sigMap sigMapInv AliasMap end - + properties % coverage stuff - % Gridsize is a vector that contains one value for each dimension, - % where each value corresponds to the length of a grid element in - % the corresponding dimension. The eps value for each - % dimension corresponds to the smallest distance allowed - % between any two points in the parameter space. - epsgridsize = []; - - % Gridsize is a vector that contains one value for each dimension, - % where each value corresponds to the length of a grid element in - % the corresponding dimension. The delta value for each - % dimension corresponds to the grid element size that is used to - % measure the cell count and entropy coverage measures. - deltagridsize = []; - - % The following flag determines whether all points should be - % shifted to the center of the appropriate grid element. If the - % flag is set, then this class will assume that only one point - % should occupy any given grid element, and that point will be in - % the center of the grid element. - snap_to_grid = false; - - % Will use containers for now. This will be an efficient - % representation to a.) allow the query of any cell and b.) know - % the total number of cells that are populated with points. - % This DOES NOT permit an easy way to check a region (e.g., a - % hyperbox) that contains points. - % In the future, we can switch this for BDDs. A BDD representation - % will allow us to do things like use an SMT query to determine - % whether points in a region (hyperbox) are populated. - EpsGridMapObj + CoverOpts % options for coverage computation + CoverRes % results for previous coverage computation DeltaGridMapObj end - + methods (Hidden=true) function P = GetP(this) % Get the legacy parameter set structure P = this.P; end - + function SetP(this, P) % Get the legacy parameter set structure this.P = P; this.CheckinDomain(); end end - + methods + %% Constructor function this = BreachSet(Sys, params, ranges) % BreachSet constructor from a legacy P or Sys, parameter names and ranges - + this.sigMap = containers.Map(); this.sigMapInv = containers.Map(); - this.AliasMap = containers.Map(); - - this.EpsGridMapObj = containers.Map(); + this.AliasMap = containers.Map(); + this.DeltaGridMapObj = containers.Map(); - + if nargin>=1 && ischar(Sys) Sys= {Sys}; end - - + + switch nargin case 0 return; case 1 if isaSys(Sys) - this.P = CreateParamSet(Sys); + this.P = CreateParamSet(Sys); elseif iscell(Sys) % assumes parameter names Sys = CreateSystem({}, Sys, zeros(1, numel(Sys))); this.P = CreateParamSet(Sys); @@ -121,28 +93,28 @@ function SetP(this, P) if isaSys(Sys) this.P = CreateParamSet(Sys,params); elseif iscell(Sys) % assumes parameter names - ranges = params; - params = Sys; - Sys = CreateSystem({}, Sys, zeros(1, numel(Sys))); + ranges = params; + params = Sys; + Sys = CreateSystem({}, Sys, zeros(1, numel(Sys))); this.P = CreateParamSet(Sys,params,ranges); this.SetParamRanges(params,ranges); - end + end case 3 this.P = CreateParamSet(Sys, params, ranges); end this.CheckinDomain(); - + end - + %% Domains function SetDomain(this, params, type, domain, enum) % SetDomain(params, breach_domains) or SetDomain(params, types, domains, enums) - + % First let's collect idx for params if nargin <3 error('BreachSet:SetDomain:not_enough_args', 'SetDomain requires at least parameter names and one or several types.' ); else - + params = check_arg_is_cell(params); idxs = zeros(1, numel(params)); for ip = 1:numel(params) @@ -155,7 +127,7 @@ function SetDomain(this, params, type, domain, enum) idxs(ip) = idx; end end - + params = params(logical(idxs)); % create domains switch nargin @@ -163,20 +135,20 @@ function SetDomain(this, params, type, domain, enum) % is type a BreachDomain already? if isa(type,'BreachDomain')||(iscell(type)&&~isempty(type)&&isa(type{1}, 'BreachDomain')) if iscell(type) % FIXME: this mess should be avoided by using cell everywhere for domains.. - cell_type = type; + cell_type = type; type = BreachDomain; for ic = 1:numel(cell_type) % converts cell of domains into array... type(ic)= cell_type{ic}; end end - + if numel(type)==1 type = repmat(type,1, numel(params)); end if numel(type) ~= numel(params) error('number of types and parameters or signals mismatch.') end - + % Now we have as many BreachDomain objects as parameters for ip = 1:numel(idxs) this.Domains(idxs(ip)) = type(ip); @@ -200,8 +172,8 @@ function SetDomain(this, params, type, domain, enum) error('BreachSet:SetDomain:wrong_domain_size', 'Domain should be of size num_param x 2.'); end end - - + + end case 4 type = check_arg_is_cell(type, numel(params)); @@ -227,7 +199,7 @@ function SetDomain(this, params, type, domain, enum) this.Domains(idxs(ip)) = BreachDomain(type{ip}, domain{ip}); end end - + case 5 type = check_arg_is_cell(type, numel(params)); domain = check_arg_is_cell(domain, numel(params)); @@ -237,7 +209,7 @@ function SetDomain(this, params, type, domain, enum) end end end - + function dom = GetDomain(this, param) % BreachSet.GetDomain idx = FindParam(this.P, param); @@ -252,16 +224,16 @@ function SetDomain(this, params, type, domain, enum) dom = []; end end - + function CheckinDomain(this) - % BreachSet.CheckinDomain() Enforce parameters to adhere to their domains + % BreachSet.CheckinDomain() Enforce parameters to adhere to their domains this.CheckinDomainParam(); this.CheckinDomainTraj(); end - + function CheckinDomainTraj(this) % BreachSet.CheckinDomainTraj() Enforce signals to adhere to their domains - + if this.hasTraj() for itraj = 1:numel(this.P.traj) for i=1:this.P.DimX @@ -272,7 +244,7 @@ function CheckinDomainTraj(this) end end end - + function CheckinDomainParam(this) pts = this.P.pts; if numel(this.Domains)< size(pts,1) @@ -282,73 +254,10 @@ function CheckinDomainParam(this) if ~isequal(this.Domains(i).type, 'double')||~isempty(this.Domains(i).domain) pts(i,:) = this.Domains(i).checkin(pts(i,:)); end - end - this.P.pts = pts; - end - - function Bg = GridFilter(this, delta) - % Bg = this.GridFilter(delta) - % - % delta is a number of sample per dimensions, either vector or scalar - % - - [params, idx_params] = this.GetVariables(); - if ~isempty(params) - if isscalar(delta) - delta = repmat(delta, 1, numel(params)); - elseif numel(delta)~=numel(params) - error('delta should be the same size as the number of variable parameters in the set.'); - end - %Bg = BreachSet(params); - for ip = 1:numel(params) - p = params{ip}; - - this_domain = this.Domains(idx_params(ip)+this.P.DimX); - if ~isequal(this_domain.type,'double') % shall strikes back at me when double is not the only non integer domain... - grid_domain(ip) = this_domain; - else - dom = this_domain.domain; - dom = linspace(dom(1),dom(2), delta(ip)); % delta samples in dim ip - grid_domain(ip) = BreachDomain('enum',dom); - end - % - end - end - - pts = this.GetParam(params); - bg_params = [params {'count' 'idx'}]; - Bg = BreachSet(bg_params); - Bg.SetDomain(bg_params, [grid_domain BreachDomain('int'), BreachDomain('int')]); - for i_pts = 1:size(pts,2) - pt = pts(:,i_pts); - for i_dim=1:numel(params) - if ~isequal(grid_domain(i_dim).type, 'double')||~isempty(grid_domain(i_dim).domain) - pt(i_dim) = grid_domain(i_dim).checkin(pt(i_dim)); % is a grid point now - end - end - % pt is now a grid pts, we add it to the map - hash = DataHash(pt); - if Bg.DeltaGridMapObj.isKey(hash) - grid_pt = Bg.DeltaGridMapObj(hash); - grid_pt.count = grid_pt.count+1; - grid_pt.idx(end+1) = i_pts; - else - grid_pt.pt = pt; - grid_pt.count = 1; - grid_pt.idx = i_pts; end - Bg.DeltaGridMapObj(hash) = grid_pt; - end - grid_pts = Bg.DeltaGridMapObj.values; - num_pts = numel(grid_pts); - pts = zeros(numel(bg_params), num_pts); - for i_pt= 1:num_pts - pts(:, i_pt) = [grid_pts{i_pt}.pt; grid_pts{i_pt}.count ; grid_pts{i_pt}.idx(1)]; + this.P.pts = pts; end - Bg.SetParam(bg_params,pts); - end - - + %% Params function SetParam(this, params, values, is_spec_param) % BreachSet.SetParam(params, values [, is_spec_param]) sets values to @@ -356,17 +265,17 @@ function SetParam(this, params, values, is_spec_param) % creates as many sample as there are values. If the set has % several samples and there is only one value, set this value to % all samples. Otherwise, returns an error. - - if nargin==2 - values = params; - params = this.GetParamList(); + + if nargin==2 + values = params; + params = this.GetParamList(); end - - + + if (~exist('is_spec_param', 'var')) is_spec_param = false; - end - + end + ip = FindParam(this.P, params); i_not_sys = find(ip>this.P.DimP); if ~isempty(i_not_sys) @@ -383,26 +292,26 @@ function SetParam(this, params, values, is_spec_param) this.Domains(end+1) = BreachDomain(); % default domain for new parameters end end - + num_params = numel(ip); - + if size(values, 1)~= num_params if size(values,1) == 1 && size(values,2 ) == num_params values = values'; elseif numel(values)==1 - values = repmat(values, num_params,1); - else - error('SetParam:wrong_arguments_size', 'Dimension mismatch between values and parameters.'); + values = repmat(values, num_params,1); + else + error('SetParam:wrong_arguments_size', 'Dimension mismatch between values and parameters.'); end end - + num_pts = size(this.P.pts,2); num_values = size(values, 2); saved_traj = false; - + if ischar(is_spec_param)&&strcmp(is_spec_param, 'combine')&&... - ~(num_pts==1) % no need to combine (and mess order) in this case - + ~(num_pts==1)&&~(num_values==1) % no need to combine (and mess order) in this case + if this.hasTraj() traj= this.P.traj; saved_traj = true; @@ -419,15 +328,15 @@ function SetParam(this, params, values, is_spec_param) this.P.Xf = saved_Xf; end this.P = SetParam(this.P, params, values(:, idx(2,:))); - + elseif ischar(is_spec_param)&&strcmp(is_spec_param, 'append') - + new_values = [GetParam(this.P, params) values]; this.P.pts = [this.P.pts repmat(this.P.pts(:,end),1, size(values, 2))]; this.P.epsi= [this.P.epsi repmat(this.P.epsi(:,end),1, size(values, 2))]; this.P.selected = zeros(1, size(new_values, 2)); - this.P = SetParam(this.P, params, new_values); - + this.P = SetParam(this.P, params, new_values); + else % legacy, i.e., not combine version if num_values==1 || num_values == num_pts this.P = SetParam(this.P, params, values); @@ -440,23 +349,22 @@ function SetParam(this, params, values, is_spec_param) error('SetParam:wrong_arguments_size', 'Dimension mismatch between values and parameters.'); end end - + this.ApplyParamGens(params); - + end - + function AddParam(this, params,values) - % short for SetParam(..., 'append') - + % short for SetParam(..., 'append') + if nargin == 2 values = params; params = this.GetParamList; - end - this.SetParam(params, values, 'append'); - + end + this.SetParam(params, values, 'append'); + end - function SetParamCfg(this, list_cfg) % SetParamCfg applies a cfg structure to set parameters. Struct % must have *char* fields params and values @@ -464,7 +372,7 @@ function SetParamCfg(this, list_cfg) if ~iscell(list_cfg) list_cfg = {list_cfg}; end - + this.Reset(); B0 = this.copy(); % first operation @@ -475,7 +383,7 @@ function SetParamCfg(this, list_cfg) v = eval([ '[' cfg.values{ip} ']']); B.SetParam(p, v, 'combine'); end - + % subsequent operations this.P= B.P; for ic = 2:numel(list_cfg) @@ -489,27 +397,27 @@ function SetParamCfg(this, list_cfg) this.Concat(B); end end - + function SetDomainCfg(this, cfg) - for ip = 1:numel(cfg.params) - val = cfg.values{ip}; - if ischar(val) - val = str2num(val); - end - typ = cfg.types{ip}; - dom = cfg.domains{ip}; - if isempty(dom) - dom = []; - elseif ischar(dom) - dom = str2num(dom); %#ok - elseif iscell(dom) - dom = cell2mat(dom); - end - this.SetParam(cfg.params{ip}, val); - this.SetDomain(cfg.params{ip},typ,dom); - end + for ip = 1:numel(cfg.params) + val = cfg.values{ip}; + if ischar(val) + val = str2num(val); + end + typ = cfg.types{ip}; + dom = cfg.domains{ip}; + if isempty(dom) + dom = []; + elseif ischar(dom) + dom = str2num(dom); %#ok + elseif iscell(dom) + dom = cell2mat(dom); + end + this.SetParam(cfg.params{ip}, val); + this.SetDomain(cfg.params{ip},typ,dom); + end end - + function SetParamSpec(this, params, values, ignore_sys_param) % BreachSet.SetParamSpec ip = FindParam(this.P, params); @@ -524,22 +432,22 @@ function SetParamSpec(this, params, values, ignore_sys_param) elseif ~exist('ignore_sys_param', 'var')||ignore_sys_param==false error('Attempt to modify a system parameter - use SetParam instead.'); end - this.ApplyParamGens(params); - + this.ApplyParamGens(params); + end - + function SetParamGen(this, pg) - if iscell(pg) + if iscell(pg) cellfun(@this.SetParamGenItem, pg); - else + else this.SetParamGenItem(pg); end - + end - + function SetParamGenItem(this, pg) this.ParamGens{end+1} = pg; - + % create/update domain of input parameters this.SetParam(pg.params, pg.p0, true); if ~isempty(pg.domain) @@ -548,23 +456,30 @@ function SetParamGenItem(this, pg) domain = repmat(BreachDomain, 1, numel(pg.params)); this.SetDomain(pg.params, domain); end + + + % this.SetParam(pg.params_out, nan, true); % why ? + params_nan = setdiff(pg.params_out, pg.params); + if ~isempty(params_nan) + this.SetParam(params_nan, nan, true); + end % update domain of output parameters if ~isempty(pg.domain_out) - for ip =1:numel(pg.params_out) - this.SetDomain(pg.params_out{ip}, pg.domain_out(ip)); - end + for ip =1:numel(pg.params_out) + this.SetDomain(pg.params_out{ip}, pg.domain_out(ip)); + end end - + this.ApplyParamGens(); - end - + end + function ApplyParamGens(this, params) if ~isempty(this.ParamGens) if nargin==1 - params = this.GetParamList(); + params = this.GetParamList(); end - + % ensures params are names and ip are indices if ~isnumeric(params) ip = FindParam(this.P, params); @@ -576,52 +491,53 @@ function ApplyParamGens(this, params) pg = this.ParamGens{ig}; params_in= pg.params; if ~isempty(intersect(params, params_in)) - p_in = this.GetParam(params_in); - p_out = pg.computeParams(p_in); - ip_out = FindParam(this.P, pg.params_out); - this.P.pts(ip_out,:) = p_out; + p_in = this.GetParam(params_in); + p_out = pg.computeParams(p_in); + ip_out = FindParam(this.P, pg.params_out); + this.P.pts(ip_out,:) = p_out; end end if ~isempty(ig) - this.P = Preset_traj_ref(this.P); + this.P = Preset_traj_ref(this.P); end end end - + function values = GetParam(this, params, ip) if nargin==1||isempty(params) params= this.GetParamList; - end - + end + values = GetParam(this.P,params); - if exist('ip', 'var') + + if ~isempty(values)&&nargin>=3 values = values(:, ip); end end - + function [values, i1, i2] = GetUParam(this,params,argu) % [values, i1, i2] = GetUParam(this, params,argu) returns unique values of parameters % i1 are indices of unique values, i2 is a cell of (unique) indices % for where the unique values were found. argu is an argument for % unique function call (for 'stable' essentially) % - + if nargin<3 argu = 0; end - + all_values = this.GetParam(params); if argu [values, i1, ib] = unique(all_values','rows', argu); else [values, i1, ib] = unique(all_values','rows'); end - + values = values'; if nargout >= 1 i1 = i1'; end - + if nargout >=2 ib = ib'; i2 = cell(1,numel(i1)); @@ -633,11 +549,23 @@ function ApplyParamGens(this, params) function RemoveDuplicateParams(this) params = this.GetVariables(); - [~, i1, ~] = GetUParam(this,params,'stable'); - this.P = Sselect(this.P, i1); + [~, i1, ~] = GetUParam(this,params,'stable'); + this.P = Sselect(this.P, i1); end - - + + function RemoveParams(this,params, values) + val_before = this.GetParam(params); + [~, idx_after] = setdiff(round(val_before,14)',round(values,14)',"rows"); + if ~isempty(idx_after) + this.P = Sselect(this.P, idx_after); + else + this.ResetParamSet(); + this.P.pts = this.P.pts(:, []); + this.P.epsi = this.P.epsi(:,[]); + end + end + + function ResetParamSet(this) % ResetParamSet remove samples and keeps one in the domain this.P = SPurge(this.P); @@ -652,7 +580,7 @@ function ResetParamSet(this) this.CheckinDomain(); end end - + %% Get and Set param ranges function SetParamRanges(this, params, ranges) % BreachSet.SetParamRanges set intervals for parameters (set domains as @@ -664,11 +592,11 @@ function SetParamRanges(this, params, ranges) else i_params=params; end - + if size(ranges,1) == 1 ranges = repmat(ranges, numel(i_params),1); end - + if ~isempty(i_not_found) if iscell(params) param_not_found = params{i_not_found(1)}; @@ -677,7 +605,7 @@ function SetParamRanges(this, params, ranges) end error('SetParamRanges:param_not_found', ['Parameter ' param_not_found ' not found.']); end - + % Set domain for ip = 1:numel(i_params) type = this.Domains(i_params(ip)).type; @@ -685,49 +613,49 @@ function SetParamRanges(this, params, ranges) this.Domains(i_params(ip)).domain = ranges(ip,:); %warning('SetParamRanges:enum_or_bool', 'Use SetDomain %for enum or bool types.' ); % Maybe should keep the - %warning + %warning else this.Domains(i_params(ip)) = BreachDomain(type, ranges(ip,:)); end end - + % kept for backward compatibility with legacy stuff this.P.dim = i_params; this.CheckinDomainParam(); end - + function ranges = GetParamRanges(this, params) % BreachSet.GetParamRanges i_params = FindParam(this.P, params); ranges= zeros(numel(params),2); ranges(:,1) = -inf; ranges(:,2) = inf; - + for ip = 1:numel(i_params) if (~isempty(this.Domains(i_params(ip)).domain)) ranges(ip,:) = this.Domains(i_params(ip)).domain; end end - + end - + function params = GetParamList(this) % GetParamList returns parameter names params = this.P.ParamList(this.P.DimX+1:end); end - + function [params, idx] = GetSysParamList(this) - % GetSysParamList + % GetSysParamList idx = this.P.DimX+1:this.P.DimP; params = this.P.ParamList(idx); end - + function prop_params = GetPropParamList(this) % GetSysParamList returns system parameter names prop_params = this.P.ParamList(this.P.DimP+1:end); end - - % Get the number of param vectors - -1 means P is empty + + % Get the number of param samples - -1 means P is empty function nb_pts = GetNbParamVectors(this) if isempty(this.P) nb_pts = -1; @@ -735,7 +663,15 @@ function SetParamRanges(this, params, ranges) nb_pts= size(this.P.pts,2); end end - + % Same + function nb_pts= GetNumSamples(this) + if isempty(this.P) + nb_pts = -1; + else + nb_pts= size(this.P.pts,2); + end + end + function [params, ipr] = GetVariables(this) [params, ipr] = GetBoundedDomains(this); if this.GetNbParamVectors()>1 @@ -747,7 +683,7 @@ function SetParamRanges(this, params, ranges) end end end - + function [params, ipr] = GetSysVariables(this) [params, ipr] = GetVariables(this); if ~isempty(params) @@ -756,7 +692,7 @@ function SetParamRanges(this, params, ranges) ipr = ipr(i_diff); end end - + function [params, ipr] = GetReqVariables(this) [params, ipr] = GetVariables(this); if ~isempty(params) @@ -765,16 +701,16 @@ function SetParamRanges(this, params, ranges) ipr = ipr(i_intersect); end end - + function [ params, ipr] = GetBoundedDomains(this) % GetNonEmptyDomains ipr = cellfun(@(c)(~isempty(c)), {this.Domains.domain}); ipr = find(ipr); params = this.P.ParamList(ipr); end - + function SetEmptyDomain(this, params) - + if ~iscell(params) params = {params}; end @@ -782,15 +718,15 @@ function SetEmptyDomain(this, params) idx_param_in_this = FindParam(this.P, params{idx_param}); this.Domains(idx_param_in_this).domain = []; end - + end - - %% Signals + + %% Signals function this = SetSignalMap(this, varargin) - % SetSignalMap defines aliases for signals - used by GetSignalValues + % SetSignalMap defines aliases for signals - used by GetSignalValues % % Input: a map or a list of pairs or two cells - + arg_err_msg = 'Argument should be a containers.Map object, or a list of pairs of signal names, or two cells of signal names with same size.'; switch nargin case 2 @@ -807,84 +743,84 @@ function SetEmptyDomain(this, params) for is = 1:numel(varargin{2}) sig1 = varargin{1}{is}; sig2 = varargin{2}{is}; - add_sigs(sig1, sig2); + add_sigs(sig1, sig2); end else sig1 = varargin{1}; sig2 = varargin{2}; - add_sigs(sig1, sig2); + add_sigs(sig1, sig2); end otherwise for is = 1:numel(varargin)/2 try sig1 = varargin{2*is-1}; sig2 = varargin{2*is}; - add_sigs(sig1, sig2); + add_sigs(sig1, sig2); catch error('SetSignalMap:wrong_arg', arg_err_msg); end end end - + if this.verbose >= 2 this.PrintSigMap(); end - + function add_sigs(sig1, sig2) if ischar(sig1)&&ischar(sig2) if ~strcmp(sig1,sig2) this.sigMap(sig1) = sig2; this.sigMapInv(sig2) = sig1; - + % get current aliases for sig1 and sig2 - if this.AliasMap.isKey(sig1) - SIG1 = [{sig1} this.AliasMap(sig1)]; + if this.AliasMap.isKey(sig1) + SIG1 = [{sig1} this.AliasMap(sig1)]; else - SIG1 = {sig1}; + SIG1 = {sig1}; end - - if this.AliasMap.isKey(sig2) - SIG2 = [{sig2} this.AliasMap(sig2)]; + + if this.AliasMap.isKey(sig2) + SIG2 = [{sig2} this.AliasMap(sig2)]; else - SIG2 = {sig2}; + SIG2 = {sig2}; end - - % add aliases of each other + + % add aliases of each other if ~this.AliasMap.isKey(sig1) this.AliasMap(sig1) = SIG2; else - this.AliasMap(sig1) = unique([this.AliasMap(sig1) SIG2], 'stable'); + this.AliasMap(sig1) = unique([this.AliasMap(sig1) SIG2], 'stable'); end if ~this.AliasMap.isKey(sig2) this.AliasMap(sig2) = SIG1; else - this.AliasMap(sig2) = unique([this.AliasMap(sig2) SIG1], 'stable'); - end + this.AliasMap(sig2) = unique([this.AliasMap(sig2) SIG1], 'stable'); + end end else error('SetSignalMap:wrong_arg', arg_err_msg); - end + end end - + end - + function ResetSigMap(this) this.sigMap = containers.Map(); this.sigMapInv = containers.Map(); - this.AliasMap =containers.Map(); + this.AliasMap =containers.Map(); end function PrintSigMap(this) st = 'Signals Map:\n'; - + keys = this.sigMap.keys; for ip = 1:numel(keys) st = sprintf([ st '%s ---> %s\n' ],keys{ip}, this.sigMap(keys{ip})); end fprintf(st); - + end - + function traces = GetTraces(this) % Get computed trajectories traces= []; @@ -892,18 +828,18 @@ function PrintSigMap(this) traces = this.P.traj; end end - + function [idx_ok, idx_sim_error, idx_invalid_input, st_status] = GetTraceStatus(this) % BreachSet.GetTraceStatus returns indices of ok traces, error and input invalid. idx_ok = []; idx_sim_error = []; idx_invalid_input = []; - + if this.hasTraj nb_pts = size(this.P.pts, 2); idx_ok = 1:nb_pts; if isfield(this.P.traj{1}, 'status') - + traj_status = zeros(1, nb_pts); for it = 1:nb_pts if this.P.traj_ref(it) @@ -915,7 +851,7 @@ function PrintSigMap(this) idx_invalid_input = find(traj_status == -2); end end - + st_status = ''; if ~isempty(idx_sim_error) st_status = sprintf('%s %d samples caused a simulation error.', st_status, numel(idx_sim_error)); @@ -923,38 +859,38 @@ function PrintSigMap(this) if ~isempty(idx_invalid_input) st_status = sprintf('%s %d simulations skipped for invalid inputs.', st_status, numel(idx_invalid_input)); end - + end - + function dispTraceStatus(this) [~,~, ~, st_status] = GetTraceStatus(this); if ~isempty(st_status) fprintf('%s\n', st_status); end end - + function [Bok, Bsim_error, Binvalid_input] = FilterTraceStatus(this) % BreachSet.FilterTraceStatus() Removes and extract traces with simulator errors or input not satisfying constraints % - + Bok = []; Bsim_error =[]; Binvalid_input = []; [idx_ok, idx_sim_error, idx_invalid_input] = GetTraceStatus(this); - + if ~isempty(idx_ok) Bok = this.ExtractSubset(idx_ok); end - + if ~isempty(idx_sim_error) Bsim_error = this.ExtractSubset(idx_sim_error); end - + if ~isempty(idx_invalid_input) Binvalid_input = this.ExtractSubset(idx_invalid_input); end end - + function val = UpdateSignalRanges(this) % Update ranges for variables from trajectories in P if isfield(this.P, 'traj') @@ -980,35 +916,35 @@ function dispTraceStatus(this) this.SignalRanges = [minX, maxX]; this.P.SignalRanges = this.SignalRanges; % duplicate - never good for sure... end - + end - + function SigNames = GetSignalNames(this) % Get signal names - same as GetSignalList SigNames = this.GetSignalList(); end - + function [signals, idx] = GetSignalList(this) % GetSignalList returns signal names signals = this.P.ParamList(1:this.P.DimX); idx = 1:this.P.DimX; end - + function SigNames = GetAllSignalsList(this) - % GetAllSignalsList returns all signals names including aliases + % GetAllSignalsList returns all signals names including aliases SigNames = this.expand_signal_name('.*'); end - + function X = GetSignalValues(this, signals, itrajs, t) % BreachSet.GetSignalValues(signals, idx_traces, time) - in case of several trajectories, return cell array if (~isfield(this.P,'traj')) error('GetTrajValues:NoTrajField','Compute/import trajectories first.') end - + if ischar(signals) signals = {signals}; end - + if iscell(signals) [signals_idx, type] = this.FindSignalsIdx(signals); if any(type==0) @@ -1025,13 +961,13 @@ function dispTraceStatus(this) else error('GetSignalValues:signals_type', 'signals should be a string or cell of string or numeric array ') end - + if ~exist('itrajs','var') itrajs= 1:numel(this.P.traj); end - + nb_traj = numel(itrajs); - + X = cell(nb_traj,1); for i_traj = 1:numel(itrajs) traj = this.P.traj{itrajs(i_traj)}; @@ -1049,7 +985,7 @@ function dispTraceStatus(this) X = X{1}; end end - + function [idx, ifound] = FindSignalsIdx(this, signals) % resolve sigMap if ischar(signals) @@ -1057,11 +993,11 @@ function dispTraceStatus(this) end % For all signals, first use sigMap-less search, then check % aliases - + idx = zeros(1, numel(signals)); - ifound = idx; + ifound = idx; for isig = 1:numel(signals) - sig = signals{isig}; + sig = signals{isig}; [idx(isig), ifound(isig)] = FindParam(this.P, sig); if this.AliasMap.isKey(sig) aliases_sig = this.AliasMap(sig); @@ -1075,14 +1011,14 @@ function dispTraceStatus(this) end end end - + function SaveSignals(this, signals, folder, name,i_trajs) % BreachSet SaveSignals Save signals in mat files as simple time series - + if ~this.hasTraj() error('No signals computed for this set.' ); end - + % arguments if ~exist('signals','var')||isempty(signals) signals = this.GetSignalList(); @@ -1096,7 +1032,7 @@ function SaveSignals(this, signals, folder, name,i_trajs) if ~exist('i_trajs','var')||isempty(i_trajs) i_trajs = 1:numel(this.P.traj); end - + [success,msg,msg_id] = mkdir(folder); if success == 1 if isequal(msg_id, 'MATLAB:MKDIR:DirectoryExists') @@ -1107,7 +1043,7 @@ function SaveSignals(this, signals, folder, name,i_trajs) else error(['Couldn''t create folder' folder '. mkdir returned error: ' msg]); end - + [sys_param_list, sys_param_idx] = this.GetSysParamList(); for ip = 1:numel(i_trajs) fname = [folder filesep name num2str(ip) '.mat']; @@ -1127,30 +1063,36 @@ function SaveSignals(this, signals, folder, name,i_trajs) end end end - + end - + function h = PlotSignals(this, varargin) % Plot signals if (~isfield(this.P,'traj')) error('No signal to plot. Use Sim command first.') end - + gca; h = SplotVar(this.P, varargin{:}); - + end - + function h = PlotSigPortrait(this, varargin) % Plot signals, phase portrait if (~isfield(this.P,'traj')) error('No signal to plot. Use Sim command first.') end - + gca; SplotTraj(this.P, varargin{:}); end - + + function h= PlotSurf(this) + + + end + + %% Sampling function SampleDomain(this, params, num_samples, method, opt_multi, max_num_samples) % BreachSet.SampleDomain generic sampling function @@ -1172,15 +1114,15 @@ function SampleDomain(this, params, num_samples, method, opt_multi, max_num_samp % % B.SampleDomain(...,...,..., 'combine') % - + % process parameters if ischar(params) params = {params}; - elseif isnumeric(params) + elseif isnumeric(params) switch nargin - case 2 % Sample randomly - case 3 - method = num_samples; + case 2 % Sample randomly + case 3 + method = num_samples; case 4 opt_multi = method; method = num_samples; @@ -1189,35 +1131,35 @@ function SampleDomain(this, params, num_samples, method, opt_multi, max_num_samp opt_multi = method; method = num_samples; end - num_samples =params; + num_samples =params; params = this.GetVariables(); end - + idx_param = FindParam(this.P, params); - + % if we have traces, we'll need to save and restore them saved_traj = false; if this.hasTraj() saved_traj = true; P0 = this.P; end - + domains = this.Domains(idx_param); domains = num2cell(domains); % convert array to cell - + if isempty(domains) error('sample:empty_domain', 'Domain to sample is empty or undefined.'); end - - + + if ~exist('method')||isempty(method) method = 'rand'; end - + if ~exist('opt_multi') opt_multi='replace'; % end - + if isequal(method, 'quasi-random')&&(~isequal(num_samples, 'all')|| (iscell(num_samples)&&any(strcmp(num_samples, 'all')))) % FIXME can do better Pold = this.P; @@ -1233,11 +1175,11 @@ function SampleDomain(this, params, num_samples, method, opt_multi, max_num_samp else x = sample(domains{:}, num_samples, method); end - + else x = sample(domains{:}, num_samples, method); end - + % combine (or not) with others num_old = this.GetNbParamVectors(); switch opt_multi @@ -1250,7 +1192,7 @@ function SampleDomain(this, params, num_samples, method, opt_multi, max_num_samp this.ResetParamSet(); this.SetParam(params, x, true); end - + case 'append' % FIXME deep copy here maybe not smartest Btmp = this.copy(); if num_old==1 @@ -1260,7 +1202,7 @@ function SampleDomain(this, params, num_samples, method, opt_multi, max_num_samp Btmp.SetParam(params, x, true); this.Concat(Btmp); end - + case 'combine' num_new = size(x,2); if exist('max_num_samples', 'var') @@ -1273,14 +1215,14 @@ function SampleDomain(this, params, num_samples, method, opt_multi, max_num_samp this.ResetParamSet(); this.SetParam(1:size(pts,1),pts, true); end - + % restore traj if needed if saved_traj this.P = Pimport_traj(this.P, P0); end - + end - + %% Legacy sampling function GridSample(this, delta) % BreachSet.GridSample(num_samples) sample all bounded domain @@ -1293,83 +1235,83 @@ function GridSample(this, delta) else this.SampleDomain(bnd_params, delta, 'grid'); end - + end - + % Get corners of parameter domain function CornerSample(this, max_num_samples) - + if nargin ==1 max_num_samples = inf; end - + bnd_params = this.GetBoundedDomains(); if this.AppendWhenSample this.SampleDomain(bnd_params, 2, 'corners', 'append', max_num_samples); else this.SampleDomain(bnd_params,2, 'corners', 'replace', max_num_samples); end - - - + + + end - + function QuasiRandomSample(this, nb_sample, step) % Quasi-Random Sampling - + if this.AppendWhenSample Pold = this.P; end - + this.ResetParamSet(); if nargin==3 newP = QuasiRefine(this.P,nb_sample, step); else newP = QuasiRefine(this.P, nb_sample); end - + if this.AppendWhenSample this.P = SConcat(Pold, newP); else this.P = newP; - end + end this.CheckinDomainParam(); this.ApplyParamGens(); end - + function PseudoRandomSample(this, nb_sample) % Pseudo-random sampling - + this.ResetParamSet(); - + newP = TestronRefine(this.P, nb_sample); - - this.P = newP; + + this.P = newP; this.CheckinDomainParam(); this.ApplyParamGens(); end - + function Bm = MorrisSample(this, vars, ranges, num_path, size_grid, seed) - + if isempty(vars) - vars = this.GetVariables(); + vars = this.GetVariables(); end - + if isempty(ranges) - ranges = this.GetParamRanges(vars); + ranges = this.GetParamRanges(vars); end - + if isequal(size(ranges), [2 1]) - ranges = [1 2]; + ranges = [1 2]; end - + if isequal(size(ranges), [1 2]) ranges = repmat(ranges, numel(vars),1); end - - + + Bm = BreachSet(vars); - Bm.SetParamRanges(vars, ranges); + Bm.SetParamRanges(vars, ranges); Bm.P.epsi = ((ranges(:,2)+ranges(:,1))/2)'; % legacy stuff Pr = pRefine(Bm.P, size_grid,num_path,seed); X0 = Pr.pts; @@ -1381,56 +1323,55 @@ function PseudoRandomSample(this, nb_sample) Bm.P = Pr; end end - - %% Concatenation, ExtractSubset - needs some additional compatibility checks... - + + %% Concatenation, ExtractSubset - needs some additional compatibility checks... function Concat(this, other, fast) if nargin<=2 - fast = false; + fast = false; end this.P = SConcat(this.P, other.P, fast); end - + function other = ExtractSubset(this, idx) other = this.copy(); other.P = Sselect(this.P, idx); end - + function SavedTrajectorySample(this, paramValues) % TESTRON % Fixes the "sampling" for a stored trajectory - + this.ResetParamSet(); - + newP = SavedTrajectoryRefine(this.P, paramValues); - + this.P = newP; this.CheckinDomainParam(); end - - - + + + %% Plot parameters function ax= PlotPts(this, params, ax, varargin) % Simple plot function. if ~exist('params','var') params = this.GetParamList(); end - + if ~exist('ax','var') ax = gca; end - + if isempty(varargin) varargin = {'bx'}; end - + switch numel(params) case 1 values = this.GetParam(params); axes(ax); plot(values, 0*values, varargin{:}); - + case 2 values = this.GetParam(params); axes(ax); @@ -1442,21 +1383,21 @@ function SavedTrajectorySample(this, paramValues) plot3(values(1,:), values(2,:), values(3,:), varargin{:}); end end - + function PlotParams(this, varargin) % Plot parameters gca; %P = DiscrimPropValues(this.P); params = SplotPts(this.P, varargin{:}); - + %% Datacursor mode customization h = datacursormode(gcf); h.UpdateFcn = @myupdatefcn; h.SnapToDataVertex = 'on'; datacursormode on - - function [txt] = myupdatefcn(obj,event_obj) - + + function [txt] = myupdatefcn(~,event_obj) + pos = event_obj.Position; switch numel(params) case 1 @@ -1466,7 +1407,7 @@ function PlotParams(this, varargin) txt = {[params{1} ':' num2str(pos(1))],... [params{2} ': ',num2str(pos(2))],... }; - + case 3 txt = {[params{1} ':' num2str(pos(1))],... [params{2} ': ',num2str(pos(2))],... @@ -1474,6 +1415,14 @@ function PlotParams(this, varargin) }; end end + + end + + function ax = PlotBoxPts(this, varargin) + % legacy plot box function. Rescucitated for grids returned by + % GridFilter and GridFilterSignals + ax = gca; + SplotBoxPts(this.P, varargin{:}); end @@ -1481,23 +1430,23 @@ function PlotParams(this, varargin) function PlotDomain(this, params) % BreachSet.PlotMixedDomain UNFINISHED, tries to plot enum/int % domain differently from dense domains - + gca; set(gca, 'XLimMode', 'auto', 'YLimMode', 'auto', 'ZLimMode', 'auto') - + % default style col = [0 0 1]; alpha = 0.05; - + % default params if ~exist('params', 'var') || isempty('params') params =this.GetBoundedDomains(); end - + if ischar(params) params = {params}; end - + switch numel(params) case 1 % one domain domain1 = this.GetDomain(params); @@ -1506,7 +1455,7 @@ function PlotDomain(this, params) xlabel(params{1}, 'Interpreter', 'none'); set(gca, 'YTick', []); grid on; - + %% unzoom xlim = get(gca, 'XLim'); dxlim = xlim(2) - xlim(1); @@ -1514,15 +1463,15 @@ function PlotDomain(this, params) case 2 % two domains domain1 = this.GetDomain(params{1}); domain2 = this.GetDomain(params{2}); - + start = [domain1.domain(1), domain2.domain(1)]; sz = [domain1.domain(2) - domain1.domain(1),domain2.domain(2) - domain2.domain(1)]; d= rect(start, sz, col,alpha); - + xlabel(params{1}, 'Interpreter', 'none'); ylabel(params{2}, 'Interpreter', 'none'); grid on; - + %% Unzoom slightly xlim = get(gca, 'XLim'); dxlim = xlim(2) - xlim(1); @@ -1530,22 +1479,22 @@ function PlotDomain(this, params) ylim = get(gca, 'YLim'); dylim = ylim(2) - ylim(1); set(gca, 'YLim', [ylim(1)-dylim/30, ylim(2)+dylim/30]); - + otherwise - + domain1 = this.GetDomain(params{1}); domain2 = this.GetDomain(params{2}); domain3 = this.GetDomain(params{3}); - + start = [domain1.domain(1), domain2.domain(1), domain3.domain(1)]; sz = [domain1.domain(2) - domain1.domain(1),domain2.domain(2) - domain2.domain(1),domain3.domain(2) - domain3.domain(1)]; d= voxel(start, sz, col, alpha); - + xlabel(params{1}, 'Interpreter', 'none'); ylabel(params{2}, 'Interpreter', 'none'); zlabel(params{3}, 'Interpreter', 'none'); grid on; - + xlim = get(gca, 'XLim'); dxlim = xlim(2) - xlim(1); set(gca, 'XLim', [xlim(1)-dxlim/30, xlim(2)+dxlim/30]); @@ -1558,8 +1507,8 @@ function PlotDomain(this, params) view(-37.5, 30); end set(d,'EdgeAlpha',0.1); - - + + % 1d x direction function plotxdomain(dom, y0) width_y = .1; @@ -1568,32 +1517,32 @@ function plotxdomain(dom, y0) d= rect(start, sz, col, alpha); set(gca, 'YLim', [y0-10*width_y, y0+10*width_y]); end - + end - + function PlotMixedDomain(this, params) % BreachSet.PlotMixedDomain UNFINISHED, tries to plot enum/int % domain differently from dense domains - + gca; - + % default style col = [0 0 1]; alpha = 0.03; pts_style = 'sb'; - + % default params if ~exist('params', 'var') || isempty('params') params =this.GetBoundedDomains(); end - + if ischar(params) params = {params}; end - + switch numel(params) case 1 % one domain - + domain1 = this.GetDomain(params); plotxdomain(domain1,0); % Labels @@ -1603,12 +1552,12 @@ function PlotMixedDomain(this, params) xlim = get(gca, 'XLim'); dxlim = xlim(2) - xlim(1); set(gca, 'XLim', [xlim(1)-dxlim/10, xlim(2)+dxlim/10]); - + case 2 % two domains domain1 = this.GetDomain(params{1}); domain2 = this.GetDomain(params{2}); if isempty(domain1.enum) % domain1 is dense - + if isempty(domain2.enum) % domain2 is dense start = [domain1.domain(1), domain2.domain(1)]; sz = [domain1.domain(2) - domain1.domain(1),domain2.domain(2) - domain2.domain(1)]; @@ -1620,9 +1569,9 @@ function PlotMixedDomain(this, params) plotxdomain( domain1, y(i_y) ); end end - + else % domain1 not dense - + if isempty(domain2.enum) % domain2 is dense x = domain1.sample_all(); hold on; @@ -1634,7 +1583,7 @@ function PlotMixedDomain(this, params) plot(X(1,:), X(2,:), pts_style); end end - + xlabel(params{1}, 'Interpreter', 'none'); ylabel(params{2}, 'Interpreter', 'none'); grid on; @@ -1644,24 +1593,24 @@ function PlotMixedDomain(this, params) ylim = get(gca, 'YLim'); dylim = ylim(2) - ylim(1); set(gca, 'YLim', [ylim(1)-dylim/10, ylim(2)+dylim/10]); - + case 3 - + domain1 = this.GetDomain(params{1}); domain2 = this.GetDomain(params{2}); domain3 = this.GetDomain(params{3}); - + if ~isempty(domain1.enum)&&~isempty(domain2.enum)&&~isempty(domain3.enum) X = sample( domain1, domain2, domain3, 'all'); plot3(X(1,:), X(2,:), X(3,:), pts_style); - + else start = [domain1.domain(1), domain2.domain(1), domain3.domain(1)]; sz = [domain1.domain(2) - domain1.domain(1),domain2.domain(2) - domain2.domain(1),domain3.domain(2) - domain3.domain(1)]; voxel(start, sz, col, alpha); end % TODO missing cases combining enum and dense - + xlabel(params{1}, 'Interpreter', 'none'); ylabel(params{2}, 'Interpreter', 'none'); zlabel(params{3}, 'Interpreter', 'none'); @@ -1677,7 +1626,7 @@ function PlotMixedDomain(this, params) set(gca, 'ZLim', [zlim(1)-dzlim/10, zlim(2)+dzlim/10]); view(-37.5, 30); end - + % 1d x direction function plotxdomain(dom, y0) if isempty(dom.enum) % it's a dense box @@ -1689,7 +1638,7 @@ function plotxdomain(dom, y0) plot(x, 0*x+y0, pts_style); end end - + % 1d y-direction function plotydomain(dom, x0) if isempty(dom.enum) % it's a dense box @@ -1702,97 +1651,1753 @@ function plotydomain(dom, x0) end end end - + function cfg= GetDomainCfg(this) params = this.GetParamList(); cfg.params = params; for ip = 1:numel(params) - dom = this.GetDomain(params{ip}); - cfg.types{ip} = dom.type; + dom = this.GetDomain(params{ip}); + cfg.types{ip} = dom.type; cfg.values{ip} = this.GetParam(params{ip},1); if strcmp(dom.type, 'enum') cfg.domains{ip}=dom.enum; else cfg.domains{ip}=dom.domain; end - end - end - - %% Coverage - function [cnt, grd1, grd2] = GetSignalCoverage(this,sigs, delta1,delta2) - % 1d or 2d - X = this.GetSignalValues(sigs); - - switch (numel(sigs)) - case 1 - [cnt, grd1] = cover(X,delta1); - case 2 - [cnt, grd1, grd2] = cover2d(X,delta1,delta2); - otherwise - error('Coverage for more than 2 signals is not supported'); end end - - function [cnt, grd1, grd2] = PlotSignalCoverage(this,sigs, delta1,delta2) - % 1d or 2d - X = this.GetSignalValues(sigs); - switch (numel(sigs)) - case 1 - [cnt, grd1] = cover(X,delta1); - X = grd1+delta1/2; % centers of bins - bar(X,cnt) - set(gca, 'XTick', round([grd1 grd1(end)+delta1])) - title('number of samples per bin') - xlabel(sigs{1}); - case 2 - [cnt, grd1, grd2] = cover2d(X,delta1,delta2); - X = grd1+delta1/2; % centers of bins - Y = grd2+delta2/2; % centers of bins - figure; - b= bar3(cnt'); - set(gca,'XTickLabel', round([X X(end)+delta1]) ) - set(gca,'YTickLabel', round([Y Y(end)+delta2]) ) - %surface(grd2, grd1, cnt); - xlabel(sigs{1}); - ylabel(sigs{2}); - colormap(jet); - colorbar; - - for k = 1:length(b) - zdata = b(k).ZData; - b(k).CData = zdata; - b(k).FaceColor = 'interp'; - end - title('num. samples per grid element') - otherwise - error('Coverage for more than 2 signals is not supported'); - end + + %% Coverage + + function [cover_opts] = SetCoverageOptions(this,cover_opts, varargin) + % Create a structure objects for grid filtering and coverage computation options + + other_opts.ParamsMode = 'auto'; % 'auto' detects variable parameters and sets ranges manually if specified or + other_opts.SignalsMode = 'auto'; % 'off' means don't compute + other_opts.SignalsFreqsMode = 'off'; % freq domain off by default for now + + other_opts.IncludeParams = 'all'; + other_opts.ExcludeParams = {}; + + other_opts.IncludeSignals = 'all'; + other_opts.ExcludeSignals = {}; + + other_opts.GridsMode = 'auto'; % 'auto' means try to guess if it is a resolution or a size + % other choices are + % 'size_cells', 'num_cells' + + + if nargin>1&&ischar(cover_opts) + other_opts = varargin2struct_breach(other_opts,cover_opts, varargin{:}); + cover_opts = []; + else + other_opts = varargin2struct_breach(other_opts, varargin{:}); + end + + if ~exist('cover_opts', 'var')||isempty(cover_opts) + cover_opts =struct(); + grid_spec = 10; + elseif isnumeric(cover_opts) + grid_spec = cover_opts; + cover_opts = struct; + else + grid_spec = 10; % default grid spec for when it is not specified by cover_opts already + end + + %% parameters coverage + if ~isequal(other_opts.ParamsMode, 'off' ) + + % if parameters are specified in opts, take those, + % otherwise take all variables + if isfield(cover_opts, 'params') + params = fieldnames(cover_opts.params)'; + elseif isequal(other_opts.IncludeParams,'all') + params = this.GetVariables(); + else + params = this.expand_param_name(other_opts.IncludeParams); + end + + if ~isempty(other_opts.ExcludeParams) + exclude_list = this.expand_param_name(other_opts.ExcludeParams); + params = setdiff(params,exclude_list, 'stable'); + end + + [idx_params, found] = FindParam(this.P,params); + if ~isempty(params) + if ~isfield(cover_opts,'params') + cover_opts.params = struct(); + end + + for ip = 1:numel(params) + this_param = params{ip}; + if ~found(ip) + warning('Parameter %s not found, ignored', this_param); + continue + end + idx_pts = idx_params(ip); + this_domain = this.Domains(idx_pts); % existing breach_domain for this param + + % add the parameter if not in opts already + if ~isfield(cover_opts.params, this_param) + cover_opts.params.(this_param) =struct(); + end + + % checks its range + if ~isfield(cover_opts.params.(this_param),'range') + if ~isempty(this_domain.domain) + range = this_domain.domain; + else + Rmin = min(this.P.pts(idx_pts,:)); % could be more efficient with bool and enum but whatever + Rmax = max(this.P.pts(idx_pts,:)); + range = [Rmin, Rmax]; + end + else + range = cover_opts.params.(this_param).range; + end + + % checks grid specifications - we get the grid, then + % makes sure it intersects with the range (if it was + % specified) + if isfield(cover_opts.params.(this_param), 'grid') + grid =cover_opts.params.(this_param).grid; + elseif iscell(grid_spec) + try + grid = grid_spec{ip}; + catch + warning('Problem with grid_spec dimensions, using grid_spec(1)'); + grid = grid_spec{1}; + end + elseif isscalar(grid_spec) + grid = grid_spec; + else + try + grid = grid_spec(ip); + catch + warning('Problem with grid_spec dimensions, trying grid_spec(1)'); + grid = grid_spec(1); + end + end + cover_opts.params.(this_param).grid = grid; + % if enum is not included in range, intersect it + % this is where we checks consistency with original + % type if defined + switch this_domain.type + case 'bool' + enum = [0 1]; + range = [0 1]; + this_domain.domain = [0 1]; % not automatic I believe + eps = enum*0+.1; + case 'int' % here we consider the grid should be all integers between min and max, regardless of grid spec + this_domain.domain = range; + this_domain.enum = range(1):range(2); + enum = this_domain.enum; + eps = enum*0+.1; + case 'enum' % we exclude the enum outside the range + this_domain.domain = range; + if min(this_domain.enum) < range(1) + this_domain.enum = this_domain.enum(this_domain.enum>= range(1)); + end + if max(this_domain.enum) > range(2) + this_domain.enum = this_domain.enum(this_domain.enum <= range(2)); + end + enum = this_domain.enum; + eps = min(diff(enum))/10; + eps = repmat(eps, 1, numel(enum)); + case 'double' + % translates grid spec (ex delta) into enum + switch other_opts.GridsMode + case 'auto' + if isscalar(grid)&&grid==floor(grid)&&grid>1 + eps = (range(2)-range(1))/(grid*2); + enum = linspace(range(1)+eps,range(2)-eps, grid); % delta samples in dim ip + eps = repmat(eps, 1, numel(enum)); + elseif isscalar(grid)&&grid>0 + eps = min([grid/2, (range(2)-range(1))/2]); + num_cell = floor((range(2)-range(1))/grid); + start_enum = range(1)+((range(2)-range(1)) -num_cell*grid)/2 ; % ensure the grid is centered wrt range, inside range and cells cover range + enum = start_enum:grid:range(2); % grid is resolution + eps = repmat(eps, 1, numel(enum)); + else + % we need to adjust (center) + eps = diff(grid)/2; + enum = grid(2:end)-eps; + end + case 'num_cells' + eps = (range(2)-range(1))/(grid*2); + enum = linspace(range(1)+eps,range(2)-eps, grid); % delta samples in dim ip + eps = repmat(eps, 1, numel(enum)); + + case 'size_cells' + eps = grid/2; + num_cell = floor((range(2)-range(1))/grid); + start_enum = range(1)+((range(2)-range(1)) -num_cell*grid)/2 ; % ensure the grid is centered wrt range, inside range and cells cover range + enum = start_enum:grid:range(2); % grid is resolution + eps = repmat(eps, 1, numel(enum)); + + otherwise + error('Wrong mode ''%s'' for GridsMode, should be ''auto'',''num_cells'' or ''size_cells''', other_opts.GridsMode); + end + + this_domain = BreachDomain('enum', range, enum); + end + + % feed back enum as grid -- not. ( problematic with + % custom grid) + cover_opts.params.(this_param).range = range; + %cover_opts.params.(this_param).grid = enum; + cover_opts.params.(this_param).eps = eps; + cover_opts.params.(this_param).breach_domain = this_domain; + + end + for size_proj = 1:min(3, numel(params)) % default max projection size is 3 + cover_opts.projections{size_proj} = get_projections(params,size_proj); + end + end + else + if isfield(cover_opts,'params') + cover_opts = rmfield(cover_opts,'params'); + end + end + + + %% Signals + if ~isequal(other_opts.SignalsMode, 'off' )&&this.hasTraj() + + + % if signals are specified in opts, take those, + % otherwise take all + + if isfield(cover_opts, 'signals') + signals = fieldnames(cover_opts.signals)'; + elseif isequal(other_opts.IncludeSignals,'all') + signals = this.GetSignalList(); + else + signals = this.expand_signal_name(other_opts.IncludeSignals); + end + + if ~isempty(other_opts.ExcludeSignals) + exclude_list = this.expand_signal_name(other_opts.ExcludeSignals); + signals = setdiff(signals,exclude_list, 'stable'); + end + + % time range + if ~isfield(cover_opts,'signals') + cover_opts.signals = struct(); + end + if ~isfield(cover_opts.signals, 'time') + cover_opts.signals.time = struct(); + end + + % default time range + time = this.GetTime(); + time_range= [time(1) time(end)]; + if ~isfield(cover_opts.signals.time,'range') + cover_opts.signals.time.range = time_range; + else + range = cover_opts.signals.time.range; + if size(range,2)~=2 + warning('Invalid time range, using default.'); + cover_opts.signals.time.range = time_range; + end + end + + %% time grid + if isfield(cover_opts.signals.time, 'grid') + time_grid = cover_opts.signals.time.grid; + else + time_grid = 10; + end + + if isscalar(time_grid)&&time_grid==floor(time_grid)&&time_grid>1 + eps = (time_range(2)-time_range(1))/(time_grid*2); + enum = linspace(time_range(1)+eps,time_range(2)-eps, time_grid); % delta samples in dim ip + eps = repmat(eps, 1, numel(enum)); + elseif isscalar(time_grid)&&time_grid>0 + eps = time_grid/2; + num_cell = floor((range(2)-range(1))/time_grid); + start_enum = range(1)+((range(2)-range(1)) -num_cell*time_grid)/2 ; % ensure the grid is centered wrt range, inside range and cells cover range + enum = start_enum:time_grid:range(2); % grid is resolution + eps = repmat(eps, 1, numel(enum)); + else + eps = diff(time_grid)/2; + enum = time_grid; + end + + cover_opts.signals.time.range = time_range; + cover_opts.signals.time.grid = enum; + cover_opts.signals.time.eps = eps; + cover_opts.signals.time.breach_domain = BreachDomain('enum', time_range, enum); + + %% signals range and grid + [~, found_signals] = FindParam(this.P, signals); + for ip = 1:numel(signals) + this_signal = signals{ip}; + if ~found_signals(ip) + warning('Signal %s not found, ignore and continue (at your own risk).', this_signal); + end + + this_domain = this.GetDomain(this_signal); % existing breach_domain for this signal + + % add the signal if not in opts already + if ~isfield(cover_opts.signals, this_signal) + cover_opts.signals.(this_signal) =struct(); + end + + % checks its range + if ~isfield(cover_opts.signals.(this_signal),'range') + if ~isempty(this_domain.domain) + range = this_domain.domain; + else + sig_values = this.GetSignalValues(this_signal); + if ~iscell(sig_values) + sig_values = {sig_values}; + end + Rmin = inf; + Rmax =-inf; + for itraj = 1:numel(sig_values) + Rmin = min(Rmin, min(sig_values{itraj})); + Rmax = max(Rmax, max(sig_values{itraj})); + end + range = [Rmin, Rmax]; + end + else + range = cover_opts.signals.(this_signal).range; + end + + % checks grid specifications - we get the grid, then + % makes sure it intersects with the range (if it was + % specified) + if isfield(cover_opts.signals.(this_signal), 'grid') + grid =cover_opts.signals.(this_signal).grid; + elseif iscell(grid_spec) + try + grid = grid_spec{ip}; + catch + warning('Problem with grid_spec dimensions for %s, trying grid_spec{1}',this_signal); + grid = grid_spec{1}; + end + elseif isscalar(grid_spec) + grid = grid_spec; + else + try + grid = grid_spec(ip); + catch + warning('Problem with grid_spec dimensions for %s, trying grid_spec{1}',this_signal); + grid = grid_spec(1); + end + end + + + % if enum is not included in range, intersect it + % this is where we checks consistency with original + % type if defined + switch this_domain.type + case 'bool' + enum = [0 1]; + range = [0 1]; + this_domain.domain = [0 1]; % not automatic I believe + case 'int' % here we consider the grid should be all integers between min and max, regardless of grid spec + this_domain.domain = range; + this_domain.enum = range(1):range(2); + enum = this_domain.enum; + eps = enum*0+.1; + case 'enum' % we exclude the enum outside the range + this_domain.domain = range; + if min(this_domain.enum) < range(1) + this_domain.enum = this_domain.enum(this_domain.enum>= range(1)); + end + if max(this_domain.enum) > range(2) + this_domain.enum = this_domain.enum(this_domain.enum <= range(2)); + end + enum = this_domain.enum; + eps = min(diff(enum))/10; + eps = repmat(eps, 1, numel(enum)); + case 'double' + % translates grid spec (ex delta) into enum + switch other_opts.GridsMode + case 'auto' + if isscalar(grid)&&grid==floor(grid)&&grid>1 + eps = (range(2)-range(1))/(grid*2); + enum = linspace(range(1)+eps,range(2)-eps, grid); % delta samples in dim ip + eps = repmat(eps, 1, numel(enum)); + elseif isscalar(grid)&&grid>0 + eps = grid/2; + num_cell = floor((range(2)-range(1))/grid); + start_enum = range(1)+((range(2)-range(1)) -num_cell*grid)/2 ; % ensure the grid is centered wrt range, inside range and cells cover range + enum = start_enum:grid:range(2); % grid is resolution + eps = repmat(eps, 1, numel(enum)); + else + % we need to adjust (center) + eps = diff(grid)/2; + enum = grid(2:end)-eps; + end + case 'num_cells' + eps = (range(2)-range(1))/(grid*2); + enum = linspace(range(1)+eps,range(2)-eps, grid); % delta samples in dim ip + eps = repmat(eps, 1, numel(enum)); + + case 'size_cells' + eps = grid/2; + num_cell = floor((range(2)-range(1))/grid); + start_enum = range(1)+((range(2)-range(1)) -num_cell*grid)/2 ; % ensure the grid is centered wrt range, inside range and cells cover range + enum = start_enum:grid:range(2); % grid is resolution + eps = repmat(eps, 1, numel(enum)); + + otherwise + error('Wrong mode ''%s'' for GridsMode, should be ''auto'',''num_cells'' or ''size_cells''', other_opts.GridsMode); + end + this_domain = BreachDomain('enum', range, enum); + end + + % feed back enum as grid (or not ? ) + cover_opts.signals.(this_signal).range = range; + cover_opts.signals.(this_signal).grid = enum; + cover_opts.signals.(this_signal).eps =eps; + cover_opts.signals.(this_signal).breach_domain = this_domain; + + end + + % Projections + for size_proj = 1:min(3, numel(signals)) % default max projection size is 3 + cover_opts.signals_projections{size_proj} = get_projections(signals,size_proj); + end + + for size_proj = 1:min(3, numel(signals)) % time projections, append time before the above + cover_opts.time_signals_projections{size_proj} = cellfun( @(c) (['time' c ]), cover_opts.signals_projections{size_proj} , 'UniformOutput', false); + end + else + if isfield(cover_opts,'signals') + cover_opts = rmfield(cover_opts,'signals'); + end + end + + if ~isequal(other_opts.SignalsFreqsMode, 'off' )&&this.hasTraj() + % freqs ranges and grid + if ~isfield(cover_opts, 'signals_freqs') + cover_opts.signals_freqs = struct(); + end + + % get target frequency range from time + traj = this.P.traj{1}; % assumes uniform traces.... + Ts = min(diff(traj.time)); + time = 0:Ts:traj.time(end); + if rem(numel(time),2) + time = time(1:end-1); % ensures pair number of samples for FFT + end + Fs = 1/Ts; + %L = numel(time); + fs_max = min(100, Fs/2); % Max a hundred hertz unless time step is too large for that + freq_range = [0 fs_max]; + + signals=this.GetSignalList(); + for ip = 1:numel(signals) + this_signal = [signals{ip} '_freqs']; + + if ~isfield(cover_opts.signals_freqs,this_signal) + cover_opts.signals_freqs.(this_signal) = struct(); + end + + % range: default unless specified otherwise + if ~isfield(cover_opts.signals_freqs.(this_signal),'range') + cover_opts.signals_freqs.(this_signal).range = freq_range; + else + freq_range = cover_opts.signals_freqs.(this_signal).range; + end + + % grid spec - as for double domains, and defaults to 10 + if isfield(cover_opts.signals_freqs.(this_signal), 'grid') + freq_grid = cover_opts.signals_freqs.(this_signal).grid; + elseif iscell(grid_spec) + try + freq_grid = grid_spec{ip}; + catch + warning('Problem with grid_spec dimensions for %s, trying grid_spec{1}',this_signal); + freq_grid = grid_spec{1}; + end + elseif isscalar(grid_spec) + freq_grid = grid_spec; + else + try + freq_grid = grid_spec(ip); + catch + warning('Problem with grid_spec dimensions for %s, trying grid_spec{1}',this_signal); + freq_grid = grid_spec(1); + end + end + + + switch other_opts.GridsMode + case 'auto' + + if isscalar(freq_grid)&&freq_grid==floor(freq_grid)&&freq_grid>1 + eps = (freq_range(2)-freq_range(1))/(freq_grid*2); + enum = linspace(freq_range(1)+eps,freq_range(2)-eps, freq_grid); % delta samples in dim ip + eps = repmat(eps, 1, numel(enum)); + elseif isscalar(freq_grid)&&freq_grid>0 + eps = freq_grid/2; + num_cell = floor((range(2)-range(1))/freq_grid); + start_enum = range(1)+((range(2)-range(1)) -num_cell*freq_grid)/2 ; % ensure the grid is centered wrt range, inside range and cells cover range + enum = start_enum:freq_grid:range(2); % grid is resolution + eps = repmat(eps, 1, numel(enum)); + else + eps = diff(freq_grid)/2; + enum = freq_grid; + end + case 'num_cells' + eps = (freq_range(2)-freq_range(1))/(freq_grid*2); + enum = linspace(freq_range(1)+eps,freq_range(2)-eps, freq_grid); % delta samples in dim ip + eps = repmat(eps, 1, numel(enum)); + + case 'size_cells' + eps = freq_grid/2; + num_cell = floor((range(2)-range(1))/freq_grid); + start_enum = range(1)+((range(2)-range(1)) -num_cell*freq_grid)/2 ; % ensure the grid is centered wrt range, inside range and cells cover range + enum = start_enum:freq_grid:range(2); % grid is resolution + eps = repmat(eps, 1, numel(enum)); + + otherwise + error('Wrong mode ''%s'' for GridsMode, should be ''auto'',''num_cells'' or ''size_cells''', other_opts.GridsMode); + end + + cover_opts.signals_freqs.(this_signal).range = freq_range; + cover_opts.signals_freqs.(this_signal).grid = enum; + cover_opts.signals_freqs.(this_signal).eps = eps; + cover_opts.signals_freqs.(this_signal).breach_domain = BreachDomain('enum', freq_range,enum); + + end + + signals_for_freqs_coverage = fieldnames(cover_opts.signals_freqs)'; + + for size_proj = 1:min(3, numel(signals_for_freqs_coverage)) + cover_opts.signals_freqs_projections{size_proj} = get_projections(signals_for_freqs_coverage,size_proj); + end + + end + + this.CoverOpts = cover_opts; + + %% Auxiliary functions + function projs = get_projections(params, n) + + if n==1 + projs= cell(1, numel(params)); + for idx_p= 1:numel(params) + projs{idx_p} =params(idx_p); + end + else + set_params_idx = nchoosek(1:numel(params),n); + size_set = size(set_params_idx,1); + projs = cell(1,size_set); + for idx_set= 1:size_set % for each combination + this_set_params_idx = set_params_idx(idx_set,:); + this_proj = cell(1, n); + for idx_p = 1:n + this_proj{idx_p} = params{this_set_params_idx(idx_p)}; + end + projs{idx_set} = this_proj; % parameters in this combination + end + end + end + + + end + + function [cov, Bg, Bs, Bgf] = GetCoverage(this, opts) + % Returns coverage structure, and occupancy grid for + % parameters and signals + + % Checks options. If empty or not given, checks this.CoverOpts + opts_is_same_as_this = false; + if nargin<=1||isempty(opts) + if ~isempty(this.CoverOpts) + opts = this.CoverOpts; + opts_is_same_as_this = true; + else + opts = this.SetCoverageOptions(); + end + end + + if ~opts_is_same_as_this % not sure yet + if isequal(opts,this.CoverOpts) + opts_is_same_as_this = true; % in fact it is + end + end + + this.CoverOpts = opts; % ok, will go with that. + + % checks if we have previous results, and they are consistent + if opts_is_same_as_this&&~isempty(this.CoverRes) + + pts_prev = this.P.pts(:, 1:this.CoverRes.num_samples); + hash_prev = DataHash(pts_prev); + if ~isequal(hash_prev, this.CoverRes.hash_samples) + this.CoverRes=[]; % not same as before, start over + end + end + + % previous results ? + if ~isempty(this.CoverRes) + cov = this.CoverRes; + else + cov = struct(); + Bg = []; + Bs = []; + Bgf = []; + end + + if isfield(opts,'params') + if ~isequal(cov, struct())% we got previous results + try + Bg = this.CoverRes.params.Bg; + catch + warning('Previous grid set absent ?'); % should not happen, for debug + Bg= []; + end + end + + Bg = this.GridFilter([], opts, Bg); + params= setdiff(Bg.GetVariables(),{'traj__ref__','count','idx'},'stable'); + + for iproj_set =1:numel(opts.projections) % loop over dimensions of projections + cov_dim = 0; + proj_set = opts.projections{iproj_set}; + + num_proj = numel(proj_set); + for iproj = 1:num_proj + this_proj= proj_set{iproj}; + this_cov = compute_coverage(this_proj); + cov_dim = cov_dim + this_cov; + end + cov_dim = cov_dim/num_proj; + cov.params.(['cov' num2str(iproj_set) 'd']) = cov_dim; + cov.params.Bg = Bg; + end + + end + + % signals + if isfield(opts,'signals') + + %% Todo incremental coverage from previous result + Bs_all = this.sig2params(); + opts_sigs.params = opts.signals; + opts_sigs.projections = opts.signals_projections; + num_sig_proj = numel( opts.signals_projections); + + timed_projs = opts.time_signals_projections; + num_time_sig_proj = numel( opts.time_signals_projections); + + opts_sigs.projections = [opts_sigs.projections timed_projs]; + [cov_signals, Bs] = Bs_all.GetCoverage(opts_sigs); + cov.signals = cov_signals.params; + + % rename aggregated measures + for ip = 1:num_sig_proj + old_name = ['cov' num2str(ip) 'd']; + name = ['cov' num2str(ip) 'd_sig'] ; + cov.signals.(name) = cov.signals.(old_name); + cov.signals = rmfield(cov.signals,old_name); + end + + for ip = 1:num_time_sig_proj + old_name = ['cov' num2str(ip+num_sig_proj) 'd']; + name = ['cov' num2str(ip) 'd_time_sig'] ; + cov.signals.(name) = cov.signals.(old_name); + cov.signals = rmfield(cov.signals,old_name); + end + cov.signals.Bg = Bs; + cov.signals.Bs_all = Bs_all; + end + + if isfield(opts,'signals_freqs') + sigs_freqs = fieldnames(opts.signals_freqs)'; + Bf = BreachSet(sigs_freqs); + for i=1:numel(sigs_freqs) + this_freq_sig = sigs_freqs{i} ; + Bf.SetParamRanges(this_freq_sig, opts.signals_freqs.(this_freq_sig).range); + end + sigs_names_for_freq_coverage = cellfun(@(c)(c(1:end-6)), sigs_freqs, 'UniformOutput',false); + sigs_values_for_freq_coverage = this.GetSignalValues(sigs_names_for_freq_coverage); + if ~iscell(sigs_values_for_freq_coverage) + sigs_values_for_freq_coverage={sigs_values_for_freq_coverage}; + end + + for i=1:numel(sigs_freqs) + this_freq_sig = sigs_freqs{i}; + cov_opts_for_freq_coverage.params.(this_freq_sig) = opts.signals_freqs.(this_freq_sig); + cov_opts_for_freq_coverage.projections = opts.signals_freqs_projections; + end + + % Apply FFT + for itraj = 1:numel(sigs_values_for_freq_coverage) + Bf_itraj = BreachSet(sigs_freqs); + time = this.P.traj{itraj}.time; + Ts = time(2)-time(1); + if any(diff(time)-Ts>1e-10) + error('Yup, irregular sampling time, time to implement this time interpolation again.'); + end + %time = 0:Ts:traj.time(end); + %if rem(numel(time),2) + % time = time(1:end-1); % ensures pair number of samples for FFT + %end + Fs = 1/Ts; + L = numel(time); + X = sigs_values_for_freq_coverage{itraj}'; + all_freqs = Fs*(0:(L/2))/L; % data resolution + + dim_sigs =numel(sigs_freqs); + if size(X,2)~=dim_sigs + X=X'; + end + for isig =1:dim_sigs + this_freq_sig = sigs_freqs{isig} ; + Y = fft(X(:,isig)); + P2 = abs(Y/L); + X_hat = P2(1:floor(L/2)+1); + X_hat(2:end-1) = 2*X_hat(2:end-1); + X_hat_threshold = 0.1; + + %MaxX = max(X_hat); + %X_hat_threshold = MaxX/10; % kind of arbitrary... + % TODO: options for threshold, or better default + % choice... + + freqs = all_freqs(X_hat>X_hat_threshold); + DEBUG = 0; + if DEBUG + figure; + subplot(2,1,1) + plot(X(:,isig)); + subplot(2,1,2) + plot(all_freqs, X_hat) + hold on + plot(all_freqs, 0*X_hat+X_hat_threshold); + plot(freqs, X_hat(X_hat>X_hat_threshold),'x-r'); + pause; + close; + + end + % collect frequencies for this trace and signal, + % filter them before combining + Bf_itraj_isig = BreachSet(this_freq_sig); + Bf_itraj_isig.SetParamRanges(this_freq_sig,opts.signals_freqs.(this_freq_sig).range); + this_opts.params = struct(); + this_opts.params.(this_freq_sig)= opts.signals_freqs.(this_freq_sig); + + Bf_itraj_isig.SetParam(this_freq_sig, freqs); + Bg_itraj_isig =Bf_itraj_isig.GridFilter([], this_opts); + filtered_freqs = Bg_itraj_isig.GetParam(this_freq_sig); + + if isig==1 + Bf_itraj.SetParam(this_freq_sig, filtered_freqs); + else + Bf_itraj.SetParam(this_freq_sig,filtered_freqs, 'combine') + end + + end + + if itraj==1 % first trace + Bf=Bf_itraj; + else + Bf.Concat(Bf_itraj,1) % concat freqs for subsequent traces + end + end + + % apply coverage on BF and copy to freq_signals stuff + [cov_for_freq_coverage, Bgf] = Bf.GetCoverage(cov_opts_for_freq_coverage); + cov.signals_freqs = cov_for_freq_coverage.params; + if isfield(cov.signals_freqs, 'cov1d') + cov.signals_freqs.cov1d_freqs = cov.signals_freqs.cov1d; + cov.signals_freqs = rmfield(cov.signals_freqs, 'cov1d'); + end + if isfield(cov.signals_freqs, 'cov2d') + cov.signals_freqs.cov2d_freqs = cov.signals_freqs.cov2d; + cov.signals_freqs = rmfield(cov.signals_freqs, 'cov2d'); + end + + cov.signals_freqs.Bg = Bgf; + + end + cov.num_samples = size(this.P.pts,2); + cov.hash_samples = DataHash(this.P.pts); + % for resuming coverage computation; + % only checks pts even if we have signals... + this.CoverRes = cov; + + + %% Aux function + function this_cov = compute_coverage(proj) + % computes coverage for one projection + + idim = numel(proj); + proj_st = proj{1}; + for j = 2:idim + proj_st = [proj_st '__x__' proj{j}]; + end + num_grid = 1; + for ip = 1:numel(proj) + num_grid = num_grid*numel(opts.params.(proj{ip}).breach_domain.enum); + end + vals = Bg.GetParam(proj); + vals = unique(vals','rows'); + this_cov = 100*size(vals,1)/num_grid; + cov.params.(proj_st) = this_cov; + end + + end + + function [Bgrid, Bsub] = GridFilter(this, params, delta, Bgrid) + % Bg = this.GridFilter(params, opts [, Bg]) + % + % opts is an option structure defined with SetCoverageOptions + % Bg is the set of grid points covered by this, with cell + % count. + % This method works by counting samples into a hashtable, + % where keys are defined by their position in the grid (sparse + % encoding in the grid). + % + + if nargin == 2 + if isstruct(params) % first argument is a options structure already + delta = params; + params = fieldnames(delta.params)'; + elseif isnumeric(params) + delta=params; + params = this.GetParamList(); + end + end + + if ~exist('params', 'var')||isequal(params, 'all') + params = this.GetParamList(); + end + + params = setdiff(params,{'traj__ref__'}, 'stable'); + + if ~exist('delta','var')||isempty(delta) + delta = this.SetCoverageOptions(); + end + + if isnumeric(delta) + if isscalar(delta) + delta= ones(1, numel(params))*delta; + end + for id= 1:numel(params) + opts.params.(params{id}).grid = delta(id); + end + opts = this.SetCoverageOptions(opts); + elseif iscell(delta) + for id= 1:numel(params) + opts.params.(params{id}).grid = delta{id}; + end + opts = this.SetCoverageOptions(opts); + else % supports legacy delta, scalar or array to specify grid + opts = this.SetCoverageOptions(delta); + end + + if isempty(params) + params = fieldnames(opts.params)'; + end + + % gets grid specs for params + grids = cell(1,numel(params)); + sizes = cell(1,numel(params)); + for ip = 1:numel(params) + param_ip = params{ip}; + grids{ip} = opts.params.(param_ip).grid; + sizes{ip} = opts.params.(param_ip).eps; + if isfield(opts.params.(param_ip), 'breach_domain') + grid_domain(ip) = opts.params.(param_ip).breach_domain; + else + opts.params.(param_ip).breach_domain = BreachDomain('double', [opts.params.(param_ip).grid(1) opts.params.(param_ip).grid(end)]); + grid_domain(ip) = opts.params.(param_ip).breach_domain; + end + end + % TODO: double check this for iterative computation + if ~isempty(this.CoverRes) + last_idx_in = this.CoverRes.num_samples; + else + last_idx_in = 0; + end + + pts_idx =last_idx_in+1:size(this.P.pts, 2); + pts = this.GetParam(params,last_idx_in+1:size(this.P.pts, 2)); + bg_params= [params {'count' 'idx'}]; + nb_params= numel(params); + traj_ref = this.GetParam('traj__ref__', pts_idx); % returns [] if no traj ref + + % TODO that too + if ~exist('Bg','Var')||isempty(Bgrid) + Bgrid = BreachSet(bg_params); + Bgrid.SetDomain(bg_params, [grid_domain BreachDomain('int'), BreachDomain('int')]); + end + + % From now on we have Bgrid, a breach set with parameters + % params, subset of parameters of *this* + + for i_pts = 1:size(pts,2) + keep = 1; % or not + pt = pts(:,i_pts); + center_pt =0* pt; + epsi = 0*pt; + for i_dim=1:numel(params) + % if outside range, throw away + if pt(i_dim)grid_domain(i_dim).domain(2) + keep = 0; % out + break; + end + + cell_centers = grid_domain(i_dim).enum; + [~ , imin] = min(abs(cell_centers-pt(i_dim))); % finds closest element + center_pt(i_dim,1) = cell_centers(imin); + epsi(i_dim) = sizes{i_dim}(imin); + end + if keep==0 + continue; + end + + % center_pt is now a grid pts, we add it to the map + hash = DataHash(center_pt); + if Bgrid.DeltaGridMapObj.isKey(hash) + grid_pt = Bgrid.DeltaGridMapObj(hash); % grid pt is in already + if isempty(traj_ref) % we count samples + grid_pt.count = grid_pt.count+1; + grid_pt.idx(end+1) = i_pts; + grid_pt.dist2grid(end+1) = sqrt(sum((pt-center_pt).^2)); % distance from point to center, see if L2 dist should be sth else ..? + else % we count traces + i_traj = traj_ref(i_pts); + grid_pt.idx = union(grid_pt.idx, i_traj,'stable'); % add unique + grid_pt.count = numel(grid_pt.idx); + grid_pt.dist2grid(end+1) = sqrt(sum((pt-center_pt).^2)); % discrepancy between idx and dist2grid, is this bad ? + end + else + grid_pt.pt = center_pt; + grid_pt.epsi = epsi; + grid_pt.dist2grid = sqrt(sum((pt-center_pt).^2)); % distance from point to center, see if L2 dist should be sth else ..? + if isempty(traj_ref) + grid_pt.count = 1; + grid_pt.idx = i_pts; + else % we count traces + i_traj = traj_ref(i_pts); + grid_pt.idx = i_traj; + grid_pt.count = 1; + end + end + Bgrid.DeltaGridMapObj(hash) = grid_pt; + + end + grid_pts = Bgrid.DeltaGridMapObj.values; + num_pts = numel(grid_pts); + Bgrid.P.dim = 1:nb_params; + Bgrid.P.epsi = zeros(nb_params, num_pts); + + % Legacy SetParam... + if isempty(traj_ref) % we count samples + for i_pt= 1:num_pts + [~, idx_min_dist] = min(grid_pts{i_pt}.dist2grid); + + Bgrid.P.pts(:,i_pt) = [grid_pts{i_pt}.pt; + grid_pts{i_pt}.count; + grid_pts{i_pt}.idx(idx_min_dist)]; + + Bgrid.P.epsi(:,i_pt) = grid_pts{i_pt}.epsi; + end + else % for traces, see how we can still exploit min_dist to centers... + for i_pt= 1:num_pts + + Bgrid.P.pts(:,i_pt) = [grid_pts{i_pt}.pt; + grid_pts{i_pt}.count; + grid_pts{i_pt}.idx(1)]; + + Bgrid.P.epsi(:,i_pt) = grid_pts{i_pt}.epsi; + end + + + end + + Bgrid.P = Preset_traj_ref(Bgrid.P); + + if nargout>=2 + idx_sub = Bgrid.GetParam('idx'); + Bsub= this.ExtractSubset(idx_sub); + end + + + function delta = checks_delta(n, delta) + % first checks if delta is all integers >=1 + + % checks if cells + if iscell(delta) + if numel(delta)~=n + if numel(delta) == 1 + delta= repmat(delta, 1,n); + else + error('argument is not a valid grid specification, wrong size'); + end + end + % nothing more. + else + % not a cell + if ~isnumeric(delta) % what then ? + error('argument is not a valid grid specification, should be a scalar, and array or a cell'); + end + + if all(delta==floor(delta))&&all(delta>=1) % numbers + if isscalar(delta) + delta= repmat({delta}, 1,n); + elseif size(delta,1)==1||size(delta, 2) == 1 + if numel(delta) ~= n + error('argument is not a valid grid specification, wrong size'); + else + delta = num2cell(delta); + end + end + + elseif size(delta,1)==1||size(delta, 2) == 1 + delta = repmat({delta}, 1, n); + elseif size(delta,1)== n + for i = 1:n + delta_out{i} = delta(i, :); + end + delta= delta_out; + elseif size(delta,2)== n + for i = 1:n + delta_out{i} = delta(i,:); + end + delta = delta_out; + end + end + end + + end + + + function [Bg,Bf,Ba] = GridFilterSignals(this, signals, varargin) + % [Bg, Bf, Ba] = GridFilterSignals(this, signals, varargin) + % + % - signals is the list of signals to project on, including (or not), + % time. + % - varargin is the same as SetCoverageOpts + % + % Returns filtered data, grid data and all. + + switch nargin + case 1 % no argument, include all signals with default grid spec (10 bins each dim) + sigs = this.GetSignalList(); + params = ['time' sigs]; % parameters for grid filtering call + case 2 % signals is specified or a struct is provided + if isstruct(signals) + params = ['time' this.GetSignalList()]; + opts.params = signals.signals; % assumes a valid options structure... + varargin = {opts}; + else + params =signals; % time has to be explicitly requested here + end + otherwise + if ischar(signals) % allow for a pair of options arguments to be started - probably confusing + % yup, I'm confused. + params = ['time' this.GetSignalList()]; + varargin = [{signals} varargin]; + else + params =signals; + if isstruct(varargin{1}) + opts_sigs = varargin{1}; + opts.params = opts_sigs.signals; % assumes a valid options structure... + varargin{1} = opts; + end + end + end + + %% fill in signal values + all_sigs = this.GetSignalList(); + all_params = ['time' all_sigs]; % all params for grid filtering + Ba = BreachSet(all_params); + + sig_values = this.GetSignalValues(all_sigs); + if ~iscell(sig_values) + sig_values={sig_values}; + end + + for itraj = 1:numel(sig_values) + this_time= this.P.traj{itraj}.time; + val =[this_time ; sig_values{itraj}]; + % cleaning nan in trace + idx_not_nan = find(sum(isnan(val), 1)==0); + val = val(:,idx_not_nan); + + if itraj==1 + Ba.SetParam(all_params, val); + else + Ba.AddParam(all_params, val); + end + end + + %% Applies grid filter + [Bg,Bf] = Ba.GridFilter(params, varargin{:}); + + + end + + + + function idx_in_this = get_cell_content_pts(this, param, value) + if isempty(this.CoverRes) + error('Compute coverage first with SetCoverageOpts and GetCoverage.') + end + Bg = this.CoverRes.params.Bg; + domains = Bg.GetDomain(param); + for ip = 1:numel(domains) + value(ip) = domains(ip).checkin(value(ip)); + end + all_pts = Bg.GetParam(param); + idx_val_in_Bg = find(all(bsxfun(@eq, all_pts, value), 1)); % find value in Bg.P.pts + idx_in_this = []; + for ip = idx_val_in_Bg + pt = Bg.P.pts(1:end-2, ip); + hash_pt = DataHash(pt); + pt_info = Bg.DeltaGridMapObj(hash_pt); + idx_in_this = [idx_in_this pt_info.idx]; + end + end + + function idx_in_this = get_cell_content_signals(this, param, value) + if isempty(this.CoverRes) + error('Compute coverage first with SetCoverageOpts and GetCoverage.') + end + Bg = this.CoverRes.signals.Bg; + domains = Bg.GetDomain(param); + for ip = 1:numel(domains) + value(ip) = domains(ip).checkin(value(ip)); + end + all_pts = Bg.GetParam(param); + idx_val_in_Bg = find(all(bsxfun(@eq, all_pts, value), 1)); % find value in Bg.P.pts + idx_in_this = []; + for ip = idx_val_in_Bg + pt = Bg.P.pts(1:end-2, ip); + hash_pt = DataHash(pt); + pt_info = Bg.DeltaGridMapObj(hash_pt); + idx_in_this = [idx_in_this pt_info.idx]; + end + end + + function idx_in_this = get_cell_content_freqs(this, param, value) + if isempty(this.CoverRes) + error('Compute coverage first with SetCoverageOpts and GetCoverage.') + end + Bg = this.CoverRes.signals_freqs.Bg; + domains = Bg.GetDomain(param); + for ip = 1:numel(domains) + value(ip) = domains(ip).checkin(value(ip)); + end + all_pts = Bg.GetParam(param); + idx_val_in_Bg = find(all(bsxfun(@eq, all_pts, value), 1)); % find value in Bg.P.pts + idx_in_this = []; + for ip = idx_val_in_Bg + pt = Bg.P.pts(1:end-2, ip); + hash_pt = DataHash(pt); + pt_info = Bg.DeltaGridMapObj(hash_pt); + idx_in_this = [idx_in_this pt_info.idx]; + end + end + + function idx_traces = get_traces_in_cell(this, param,value) + if isempty(this.CoverRes) + error('Compute coverage first with SetCoverageOpts and GetCoverage.') + end + if size(value, 2)>1 + value=value'; + end + + Bg = this.CoverRes.signals.Bg; + domains = Bg.GetDomain(param); + for ip = 1:numel(domains) + value(ip) = domains(ip).checkin(value(ip)); + end + all_pts = Bg.GetParam(param); + idx_val_in_Bg = find(all(bsxfun(@eq, all_pts, value), 1)); % find value in Bg.P.pts + idx_traces = []; + for ip = idx_val_in_Bg + pt = Bg.P.pts(1:end-2, ip); + hash_pt = DataHash(pt); + pt_info = Bg.DeltaGridMapObj(hash_pt); + idx_traces = [idx_traces pt_info.idx]; + end + end + + function idx_traces = get_min_cover_traces(this) + + if isempty(this.CoverRes) + error('Compute coverage first with SetCoverageOpts and GetCoverage.') + end + + Bg = this.CoverRes.signals.Bg; + all_pts_info = Bg.DeltaGridMapObj.values; + + for ip = 1:numel(all_pts_info) + num_traces(ip) = all_pts_info{ip}.count; + end + % sort by number of traces in each cell, first ones only contain + % one trace + [~, ia] = sort(num_traces); + idx_traces = []; % current traces for coverage + for ii = ia % loop over cells in this order + traces_ia = all_pts_info{ii}.idx; % traces contained in this cell + if isempty(intersect(traces_ia, idx_traces)) % is there no trace in current traces that cover this cell ? + idx_traces = [idx_traces traces_ia(1)]; % we pick the first one. This is where we could optimize, pick the most covering trace + end + end + + end + + function idx_traces = get_min_cover_traces_freqs(this) + + if isempty(this.CoverRes) + error('Compute coverage first with SetCoverageOpts and GetCoverage.') + end + + Bg = this.CoverRes.signals_freqs.Bg; + all_pts_info = Bg.DeltaGridMapObj.values; + + for ip = 1:numel(all_pts_info) + num_traces(ip) = all_pts_info{ip}.count; + end + % sort by number of traces in each cell, first ones only contain + % one trace + [~, ia] = sort(num_traces); + idx_traces = []; % current traces for coverage + for ii = ia % loop over cells in this order + traces_ia = all_pts_info{ii}.idx; % traces contained in this cell + if isempty(intersect(traces_ia, idx_traces)) % is there no trace in current traces that cover this cell ? + idx_traces = [idx_traces traces_ia(1)]; % we pick the first one. This is where we could optimize, pick the most covering trace + end + end + + end + + function is_covered = check_covered_pts(this, params, pts) + % checks if pts are covered by the current grid set - grid set + % needs to be computed already using + % FIXME (?): assumes this is a grid set, with enum domains + + + is_covered = zeros(1, size(pts, 2)); + [iparams, ifound] = FindParam(this.P, params); + + if all(ifound) + pts_in_this = this.GetParam(params); + for ipt = 1:size(pts,2) + pt = pts(:,ipt); + is_in = 1; % is inside the domain or not ? + + for idim =1:numel(iparams) + this_idx_param = iparams(idim); + + if this.Domains(this_idx_param).is_out(pt(idim)) + is_in = 0; % not inside the domain + break + else + pt(idim) = this.Domains(this_idx_param).checkin(pt(idim)); + end + end + + if is_in + % pt is now a grid pt if grid there is + if ~isempty(this.DeltaGridMapObj) % checks in map if not empty + hash_pt = DataHash(pt); + if this.DeltaGridMapObj.isKey(hash_pt); + is_covered(ipt)=1; + else + idx_pt_in_this = find(all(bsxfun(@eq, pts_in_this, pt)), 1); + if ~isempty(idx_pt_in_this) + is_covered(ipt)=1; + end + end + end + end + end + else + not_found = find(~ifound); + warning('Parameter %s not found.', params(not_found)); + end + + + end + + function h = plot_cover_stats(this) + % Plots coverage results in all projections as percentage bars + if ~isempty(this.CoverRes) + cov = this.CoverRes; + if isfield(cov,'params') + all_stats = fieldnames(cov.params)'; + labels = {}; + for istat = 1:numel(all_stats) + stat = all_stats{istat}; + if strcmp(stat,'Bg')||~isempty(regexp(stat, 'cov[0-9]+d')) + continue; + end + + params_stat = strsplit(stat,'__x__'); + num_dim = numel(params_stat); + % projection of size num_dim, if not there + % already, creates it and adds projection label + if num_dim>size(labels, 2) + labels{1,num_dim} ={}; + max_dim = num_dim; + end + labels{num_dim}{end+1} = stat; + end + + % loops over all dimensions: + h = []; + for dim = 1:max_dim + covxd = ['cov' num2str(dim) 'd']; + if isfield(cov.params,covxd) + h(end+1) = figure; + % first thing, get all fields of struct, barh the values + labels_xd = labels{dim}; + values_xd = cellfun(@(name)(cov.params.(name)), labels_xd); + b = barh(values_xd); + yticklabels(labels_xd); + set(gca, 'TickLabelInterpreter', 'None', 'XLim', [0 100]) + title([num2str(dim) 'd param coverage: ' num2str(cov.params.(covxd)) ' %']); + grid on; + end + end + end + + if isfield(cov,'signals') + all_stats = fieldnames(cov.signals)'; + labels = {}; + time_labels = {}; + for istat = 1:numel(all_stats) + stat = all_stats{istat}; + % is it not a projection + if any(strcmp(stat,{'Bg', 'Bs_all'}))||~isempty(regexp(stat, 'cov[0-9]+d')) + continue; + end + + signals_stat = strsplit(stat,'__x__'); + % is it time ? + + if ismember('time', signals_stat) + num_dim = numel(signals_stat)-1; + % projection of size num_dim, if not there + % already, creates it and adds projection label + if num_dim>size(time_labels, 2) + time_labels{1,num_dim} ={}; + max_dim_time = num_dim; + end + time_labels{num_dim}{end+1} = stat; + else % it is not time + num_dim = numel(signals_stat); + % projection of size num_dim, if not there + % already, creates it and adds projection label + if num_dim>size(labels, 2) + labels{1,num_dim} ={}; + max_dim = num_dim; + end + labels{num_dim}{end+1} = stat; + end + end + % loops over all dimensions: + + h = []; + for dim = 1:max_dim_time + covxd = ['cov' num2str(dim) 'd_time_sig']; + if isfield(cov.signals,covxd) + h(end+1) = figure; + % first thing, get all fields of struct, barh the values + labels_xd = labels{dim}; + values_xd = cellfun(@(name)(cov.signals.(name)), labels_xd); + b = barh(values_xd); + yticklabels(labels_xd); + set(gca, 'TickLabelInterpreter', 'None', 'XLim', [0 100]) + title([num2str(dim) 'd time signals coverage: ' num2str(cov.signals.(covxd)) ' %']); + grid on; + end + end + + for dim = 1:max_dim + covxd = ['cov' num2str(dim) 'd_sig']; + if isfield(cov.signals,covxd) + h(end+1) = figure; + % first thing, get all fields of struct, barh the values + labels_xd = labels{dim}; + values_xd = cellfun(@(name)(cov.signals.(name)), labels_xd); + b = barh(values_xd); + yticklabels(labels_xd); + set(gca, 'TickLabelInterpreter', 'None', 'XLim', [0 100]) + title([num2str(dim) 'd signals coverage: ' num2str(cov.signals.(covxd)) ' %']); + grid on; + end + end + end + + if isfield(cov,'signals_freqs') + all_stats = fieldnames(cov.signals_freqs)'; + labels = {}; + for istat = 1:numel(all_stats) + stat = all_stats{istat}; + if any(strcmp(stat,{'Bg', 'Bs_all'}))||~isempty(regexp(stat, 'cov[0-9]+d')) + continue; + end + + params_stat = strsplit(stat,'__x__'); + num_dim = numel(params_stat); + % projection of size num_dim, if not there + % already, creates it and adds projection label + if num_dim>size(labels, 2) + labels{1,num_dim} ={}; + max_dim = num_dim; + end + labels{num_dim}{end+1} = stat; + end + + % loops over all dimensions: + h = []; + for dim = 1:max_dim + covxd = ['cov' num2str(dim) 'd']; + if isfield(cov.signals_freqs,covxd) + h(end+1) = figure; + % first thing, get all fields of struct, barh the values + labels_xd = labels{dim}; + values_xd = cellfun(@(name)(cov.signals_freqs.(name)), labels_xd); + b = barh(values_xd); + yticklabels(labels_xd); + set(gca, 'TickLabelInterpreter', 'None', 'XLim', [0 100]) + title([num2str(dim) 'd frequencies coverage: ' num2str(cov.signals_freqs.(covxd)) ' %']); + grid on; + end + end + end + + end + end + + function h = plot_cover_proj(this,proj, cov_type) + + if ~isempty(this.CoverRes) + cov = this.CoverRes; + opts = this.CoverOpts; + + % find projections + if nargin<3 + cov_type =[]; + end + + % look into parameters + if isfield(cov,'params') + if isfield(cov.params,proj) + Bg= cov.params.Bg; + cov_type = 'params'; + end + end + + % look into signals, if not found yet + if isfield(cov,'signals')&&isempty(cov_type) + if isfield(cov.signals,proj) + Bg= cov.signals.Bg; + cov_type = 'signals'; + end + end + + % look into freqs, if not found yet + if isfield(cov,'signals_freqs')&&isempty(cov_type) + if isfield(cov.signals_freqs,proj) + Bg= cov.signals_freqs.Bg; + cov_type = 'signals_freqs'; + end + end + if isempty(cov_type) + error('plot_cover_proj:proj_not_found',['Projection ' proj ' not found.']); + end + + h = gcf; + params= strsplit(proj,'__x__'); % assumes p1__x__p2__x__... + if numel(params)>2 + warning('more than two parameters, not supported'); + return; + end + + values= Bg.GetParam(params); + + [vu, ~, iv] = unique(values','row'); + vu = vu'; + iv=iv'; + switch cov_type + case 'params' + for idx = 1:size(vu,2) % loop over cells that share the same projections + idx_in_set = this.get_cell_content_pts(params, vu(:,idx)); + cu(idx) = numel(unique(idx_in_set)); + end + case 'signals' + for idx = 1:size(vu,2) % loop over cells that share the same projections + idx_in_set = this.get_cell_content_signals(params, vu(:,idx)); + cu(idx) = numel(unique(idx_in_set)); + end + case 'signals_freqs' + for idx = 1:size(vu,2) % loop over cells that share the same projections + idx_in_set = this.get_cell_content_freqs(params, vu(:,idx)); + cu(idx) = numel(unique(idx_in_set)); + end + end + + switch(numel(params)) + case 1 + x_all = opts.(cov_type).(params{1}).breach_domain.enum; + widthx = opts.(cov_type).(params{1}).eps; % TODO replace or update bar function call to use width of bars + [~,~,idx_vu] = intersect(vu, x_all); % non empty bins + + y = zeros(1,numel(x_all)); + y(idx_vu) = cu; + + bar(x_all, y); + hold on; + grid on; + + case 2 + + x_all = opts.(cov_type).(params{1}).breach_domain.enum; + widthx = 2*opts.(cov_type).(params{1}).eps; + y_all = opts.(cov_type).(params{2}).breach_domain.enum; + widthy = 2*opts.(cov_type).(params{2}).eps; + + x = vu(1,:); + y = vu(2,:); + plot3(x,y,cu, 's'); + hold on; + view(0,90); + cu_matrix = zeros(numel(y_all),numel(x_all)); + for i_x =1:numel(x_all) + idx = find(x== x_all(i_x)); + [~, ~, idx_y] = intersect(y(idx), y_all); + cu_matrix(idx_y,i_x) = cu(idx); + end + [X, Y] = meshgrid(x_all,y_all); + + % colormap, copper reversed + cmap= flipud(colormap('gray')); + cmap = [1 1 1; + repmat(cmap(32,:),32,1); + cmap(33:220,:); + repmat(cmap(220,:),46,1)]; + colormap(cmap); + + grid on; + %scatterbar3(X,Y,cu_matrix,widthx, widthy); % TODO: option for 3d plot ? + flatbar3(X,Y,cu_matrix,widthx, widthy); + caxis([0 max(max(cu),1e-3)]); + c = colorbar; + ticks = get(c,'Ticks'); + ticks = unique([0 floor(ticks(ticks>0))], 'stable'); + set(c, 'Ticks',ticks); + + xlabel(params{1},'Interpreter','none'); + ylabel(params{2},'Interpreter','none'); + zlabel('#samples'); + + + + otherwise + return; + end + title([proj ' ' cov_type ' coverage: ' num2str(cov.(cov_type).(proj)) ' %'],'interpreter', 'none'); + end + + end + + function Bg_proj = SimpleProject(this,params) + % Projects on provided dimensions + Bg_proj = BreachSet(params); + values= this.GetParam(params); + [vu, iv] = unique(values','row'); + Bg_proj.SetParam(params,vu'); + Bg_proj.P.dim = 1:numel(params); + Bg_proj.P.epsi = zeros(numel(params), size(vu, 1)); + + idx_params = FindParam(this.P, params); + for ip = 1:numel(idx_params) + idx_this_param = idx_params(ip); + idx_epsi= find(this.P.dim==idx_this_param,1); + if ~isempty(idx_epsi) + Bg_proj.P.epsi(idx_this_param,:) = this.P.epsi(idx_epsi,iv); + end + end + % we might want to remove 0 epsi from dim, if you see what I + % mean (surely not if you're not me) + + end - - %% Requirements + + function r_list = plot_cover_grid(this, proj, varargin) + + Bproj = this.SimpleProject(proj); + + P = Bproj.P; + if ~isnumeric(proj) + proj = FindParam(P,proj); + end + col = 'b'; + alph = .1; + proj = proj(proj>0); + proj = proj(proj<=size(P.pts,1)); + if isempty(proj) + proj = 1:min(3,numel(P.dim)); + proj = P.dim(proj); + elseif(numel(proj)>3) + proj = proj(1:3); + end + + if(~exist('ipts','var')||isempty(ipts)) + ipts = 1:size(P.pts,2); + end + + if ~exist('col','var') + col = 'b'; + end + + if ~exist('alph','var') + alph = .1; + end + + hold on; + r_list = []; + switch(numel(proj)) + + case 1 + if isfield(P,'ParamList') + xlabel(P.ParamList{proj(1)},'Interpreter','none'); + else + xlabel(['x_' num2str(proj(1))],'Interpreter','tex'); + end + + DX(2) = 0; + idx = find(P.dim == proj); + + for kk=ipts % for each parameter sample + if ~isempty(idx) + DX(1) = P.epsi(idx,kk); + else + DX(1) = 0; + end + X = [P.pts(proj,kk)-DX(1),-DX(2)]; + r= rect(X, 2*DX, col, alph); + set(r, varargin{:}); + + end + %set(gca, 'YLim', [-1 1], 'YtickLabel', {},'Interpreter','none'); + + case 2 + if isfield(P,'ParamList') + xlabel(P.ParamList{proj(1)},'Interpreter','none'); + ylabel(P.ParamList{proj(2)},'Interpreter','none'); + else + xlabel(['x_' num2str(proj(1))],'Interpreter','tex'); + ylabel(['x_' num2str(proj(2))],'Interpreter','tex'); + end + + DX = zeros(1,2); + for kk=ipts + for jj = 1:2 % if proj(jj) in P.dim, set the width + idx = find(P.dim == proj(jj)); + if isempty(idx) + DX(jj) = 0; + else + DX(jj) = P.epsi(idx,kk); + end + end + X = P.pts(proj,kk)'-DX; + r = rect(X, 2*DX, col, alph); + set(r, varargin{:}); + end + + case 3 + if isfield(P,'ParamList') + xlabel(P.ParamList{proj(1)},'Interpreter','none'); + ylabel(P.ParamList{proj(2)},'Interpreter','none'); + zlabel(P.ParamList{proj(3)},'Interpreter','none'); + else + xlabel(['x_' num2str(proj(1))],'Interpreter','tex'); + ylabel(['x_' num2str(proj(2))],'Interpreter','tex'); + zlabel(['x_' num2str(proj(3))],'Interpreter','tex'); + end + + DX = zeros(1,3); + for kk=ipts + for jj = 1:3 % if proj(jj) in P.dim, set the width + idx = find(P.dim == proj(jj)); + if isempty(idx) + DX(jj) = 0; + else + DX(jj) = P.epsi(idx,kk); + end + end + + X = P.pts(proj,kk)'-DX; + r= voxel(X, 2*DX, col, alph); + set(r, varargin{:}); + end + end + r_list(end+1) =r; + + grid on; + hold off; + + end + + function Bp = sig2params(this) + + sigs = this.GetSignalList(); + params = ['traj__ref__' 'time' sigs]; + Bp = BreachSet(params); + + sig_values = this.GetSignalValues(sigs); + if ~iscell(sig_values) + sig_values={sig_values}; + end + + for itraj = 1:numel(sig_values) + val = [ones(1,size(sig_values{itraj},2))*itraj; this.P.traj{itraj}.time; sig_values{itraj}]; % keep itraj for traj_ref__ + if itraj==1 + Bp.SetParam(params, val); + else + Bp.AddParam(params, val); + end + end + + X = Bp.GetParam(sigs); + minX = min(X,[],2); + maxX = max(X,[],2); + tolAmp = (maxX-minX)/200; + Bp.SetParamRanges(sigs, [(minX - tolAmp), (maxX+tolAmp)]); + + end + + + %% Requirements - sort of deprecated per BreachRequirement class function SortbyRob(this) sat_values = this.GetSatValues(); [ ~, order_rob] = sort(sum(sat_values,1)); this.P = Sselect(this.P, order_rob); end - + function SortbySat(this) sat_values = this.GetSatValues(); [ ~, order_rob] = sort(sum(sat_values>=0,1)); this.P = Sselect(this.P, order_rob); end - + %% Printing/Exporting function [success, msg, msg_id] = SaveResults(this, folder_name, varargin) - % FIXME does not support attributes? - + % FIXME does not support attributes? + % Additional options if ~exist('folder_name', 'var') folder_name = ''; end options = struct('FolderName', folder_name, 'SaveBreachSystem', true, 'ExportToExcel', false, 'ExcelFileName', 'Results.xlsx'); options = varargin2struct_breach(options, varargin{:}); - + if isempty(options.FolderName) try options.FolderName = [this.mdl.name '_Results_' datestr(now, 'dd_mm_yyyy_HHMM')]; @@ -1800,12 +3405,12 @@ function SortbySat(this) options.FolderName = [this.whoamI '_Results_' datestr(now, 'dd_mm_yyyy_HHMM')]; end end - + folder_name = options.FolderName; [success,msg,msg_id] = mkdir(folder_name); trace_folder_name = [folder_name filesep 'traces']; [success,msg,msg_id] = mkdir(trace_folder_name); - + if success == 1 if isequal(msg_id, 'MATLAB:MKDIR:DirectoryExists') this.disp_msg(['Saving in existing result folder at ' folder_name]); @@ -1816,91 +3421,91 @@ function SortbySat(this) else error(['Couldn''t create folder' folder_name '.']); end - + if ~this.hasTraj() error('Breach:SaveResult:no_trace', 'No trace to save - run Sim command first'); return; end - + [summary, traces] = this.ExportTracesToStruct(); %saving summary summary_filename = [folder_name filesep 'summary']; save(summary_filename,'-struct', 'summary'); - + if options.SaveBreachSystem breachsys_filename = [folder_name filesep 'breach_system']; breachsys_name = this.whoamI; evalin('base', ['save(''' breachsys_filename ''', ''' breachsys_name ''', ''-v7.3'');'] ); end - + for it=1:numel(traces) trace_filename = [trace_folder_name filesep num2str(it) '.mat']; trace = traces(it); save(trace_filename,'-struct', 'trace'); end - + if options.ExportToExcel this.ExportToExcel(options.ExcelFileName); end end - + function [summary, traces] = ExportTracesToStruct(this,i_traces, varargin) % BreachSet.ExportTracesToStruct - + summary = this.GetSummary(); traces = []; if ~this.hasTraj() error('Breach:ExportTrace:no_trace', 'No trace to export - run Sim command first'); return; end - + num_traces = numel(this.P.traj); if nargin==1 i_traces = 1:num_traces; end - + % Additional options options = struct('FolderName', []); options = varargin2struct_breach(options, varargin{:}); - + if isempty(options.FolderName) options.FolderName = ['Results_' datestr(now, 'dd_mm_yyyy_HHMM')]; end - + %% Common stuff - + % parameter names param_names = this.GetSysParamList(); - + % input signal names signal_names = this.GetSignalList(); - + if isfield(this.P,'props_names') spec_names = this.P.props_names; end - - + + %% traces summary.filenames = {}; summary.paths = {}; for it = i_traces - + % check status if isfield(this.P.traj{it}, 'status')&&(this.P.traj{it}.status~=0) - warning('SaveResults:suspicious_trace','Trace %d has suspicious status, likely resulting from simulation error.', it) + warning('SaveResults:suspicious_trace','Trace %d has suspicious status, likely resulting from simulation error.', it) end - + % params traces(it).params.names = param_names; traces(it).params.values = this.GetParam(param_names,it)'; - + % time traces(it).time = this.P.traj{it}.time; - + % input signals traces(it).signals.names = signal_names; traces(it).signals.values = this.GetSignalValues(signal_names, it); - + % specifications if isfield(this.P,'props_names') traces(it).specs.ids = spec_names; @@ -1908,7 +3513,7 @@ function SortbySat(this) traces(it).specs.stl_formula{ip} = disp(this.P.props(ip)); traces(it).specs.stl_formula_full{ip} = disp(this.P.props(ip),0); params = get_params(this.P.props(ip)); - traces(it).specs.params(ip).names = fieldnames(params); + traces(it).specs.params(ip).names = fieldnames(params)'; traces(it).specs.params(ip).values = this.GetParam(fieldnames(params), it)'; traces(it).specs.rob(ip).time =this.P.props_values(ip, it).tau; traces(it).specs.rob(ip).values = this.P.props_values(ip, it).val; @@ -1916,22 +3521,22 @@ function SortbySat(this) end end end - + end function traces = ExportTraces(this, signals, params, varargin) - + if ~exist('signals','var') signals = {}; % means all end if ~exist('params','var')||isempty(params) params = {}; % means all end - + % Options options = struct('WriteToFolder',''); options = varargin2struct_breach(options, varargin{:}); - + if ~isempty(options.WriteToFolder) if ~exist(options.WriteToFolder,'dir' ) [success, err_msg] = mkdir(options.WriteToFolder); @@ -1943,7 +3548,7 @@ function SortbySat(this) else dir_traces = ''; end - + [signature,~, params] = this.GetSignature(signals, params); num_traces = numel(this.P.traj); signals = signature.signals_reps; % signal representants, assuming there are aliases @@ -1951,11 +3556,11 @@ function SortbySat(this) for it = 1:num_traces traj = this.P.traj{it}; X = this.GetSignalValues(signals, it); - + if ~isempty(dir_traces) traces{it} = matfile([dir_traces filesep num2str(it) '.mat'], 'Writable',true); end - + if isfield(traj, 'status') traces{it}.status = traj.status; end @@ -1963,29 +3568,28 @@ function SortbySat(this) traces{it}.param = [zeros(1,numel(signals)) param_values(:,it)']; traces{it}.time = traj.time; traces{it}.X = X; - + if ~isempty(dir_traces) traces{it}.Properties.Writable= false; end end end - -%% Signatures + %% Signatures function [signature, signals, params] = GetSignature(this, signal_list, param_list) - % GetSignature returns information about signals and parameters - + % GetSignature returns information about signals and parameters + % gets signals signature if ~exist('signal_list', 'var')||isempty(signal_list) signal_list = this.GetSignalList(); end - + [signals, unknown] = this.expand_signal_name(signal_list); if ~isempty(unknown) warning('GetSignature:signal_unknown', 'Signal or attribute %s not found.', unknown{1}); end signature = this.GetSignalSignature(signals); - + % gets params signature if ~exist('param_list', 'var')||isempty(param_list) param_list = this.GetParamList(); @@ -1996,40 +3600,40 @@ function SortbySat(this) warning('GetSignature:param_unknown', 'Parameter %s unknown.', unknown{1}); end sigp = this.GetParamSignature(params); - - f = fieldnames(sigp); + + f = fieldnames(sigp)'; for i = 1:length(f) signature.(f{i}) = sigp.(f{i}); end end - + function [sigs] = GetSignalSignature(this, signals) - if nargin <=1 - signals = this.GetSignalList(); - end - - if ischar(signals) + if nargin <=1 + signals = this.GetSignalList(); + end + + if ischar(signals) signals= {signals}; end sigs.signals = signals; sigs.signal_attributes = {}; sigs.signals_map_idx = []; - sigs.signals_reps={}; + sigs.signals_reps={}; for is = 1:numel(signals) sig= signals{is}; sig_aliases = this.getAliases(sig); - idx = inf; + idx = inf; for ia = 1:numel(sig_aliases) idx_ia = find(strcmp(sig_aliases(ia), signals),1); if ~isempty(idx_ia) idx = min(idx,idx_ia ); % find first position in signals an alias appears end end - + if idx==inf warning('BreachSet:GetSignalSignature:not_found', 'Signal or alias %s not found.', sig); end - + if idx==is % first time we see this guy, take it as rep sigs.signals_reps{end+1} = sig; idx = numel(sigs.signals_reps); @@ -2037,14 +3641,14 @@ function SortbySat(this) else % idx is smaller than is so signals_map_idx(idx) is defined and correct, not necessarilly equal to idx ... sigs.signals_map_idx(is) = sigs.signals_map_idx(idx); end - - + + dom = this.GetDomain(signals{idx}); sigs.signal_types{is} = dom.type; - if isempty(dom.type) % ? - sigs.signal_types{is} = 'double'; + if isempty(dom.type) % ? + sigs.signal_types{is} = 'double'; end - + % Add attributes indexes atts = this.get_signal_attributes(sig); sigs.signal_attributes = union(sigs.signal_attributes, atts); @@ -2061,9 +3665,9 @@ function SortbySat(this) sigs.signal_attributes = sigs.signal_attributes'; end end - + function sigp = GetParamSignature(this, params) - + if nargin<=1 params = this.GetParamList(); end @@ -2073,12 +3677,12 @@ function SortbySat(this) par =params(ip); dom = this.GetDomain(par); sigp.param_types{ip} = dom.type ; - if isempty(dom.type) % ? - sigp.param_types{is} = 'double'; + if isempty(dom.type) % ? + sigp.param_types{is} = 'double'; end % Add attributes indexes atts = this.get_param_attributes(par); - sigp.param_attributes = union(sigp.param_attributes, atts); + sigp.param_attributes = union(sigp.param_attributes, atts); for ia = 1:numel(atts) f = [atts{ia} 's_idx']; if ~isfield(sigp, f) @@ -2087,24 +3691,24 @@ function SortbySat(this) sigp.(f)(end+1) = ip; end end - + end end - + function summary = GetSummary(this) - + if this.hasTraj() num_traces = numel(this.P.traj); else num_traces = 0; end - + % parameter names param_names = this.GetSysParamList(); - + % input signal names signal_names = this.GetSignalList(); - + if isfield(this.P,'props_names') spec_names = this.P.props_names; end @@ -2113,7 +3717,7 @@ function SortbySat(this) summary.num_traces = num_traces; summary.params.names = param_names; summary.params.values = this.GetParam(summary.params.names); - + if isfield(this.P, 'props') summary.specs.names = spec_names; this.SortbyRob(); @@ -2122,9 +3726,9 @@ function SortbySat(this) summary.specs.sat = summary.specs.rob>=0; summary.num_sat = - sum( ~summary.specs.sat, 1 ); end - + end - + function b = is_variable(this, par) b = false ; [i, f] = FindParam(this.P, par); @@ -2136,7 +3740,7 @@ function SortbySat(this) end end end - + function att = get_signal_attributes(this, sig) % returns nature to be included in signature att = {}; @@ -2148,7 +3752,7 @@ function SortbySat(this) if this.is_variable(param) atts = [atts {'variable'}]; else - atts = [atts {'const'}]; + atts = [atts {'const'}]; end end @@ -2160,7 +3764,7 @@ function SortbySat(this) signals = {signals}; end S = this.GetSignalSignature(); - + for isig = 1:numel(signals) sig = signals{isig}; if ismember(sig,S.signals) % is a signal name already @@ -2177,9 +3781,9 @@ function SortbySat(this) sig_names = unique(sig_names, 'stable'); % adds in aliases sig_names = union(sig_names,this.getAliases(sig_names), 'stable'); - + end - + function [param_names, unknown] = expand_param_name(this, params) % expand_signal_name expands a string into a set of signal names by attribute or regular expression search param_names = {}; @@ -2188,7 +3792,7 @@ function SortbySat(this) params = {params}; end S = this.GetParamSignature(); - + for ipar = 1:numel(params) param = params{ipar}; if ismember(param,S.params) % is a signal name already @@ -2204,36 +3808,152 @@ function SortbySat(this) end end - %% Stuff + function varargout = disp_signals(this) + max_length = 200; + sig_list = this.P.ParamList(1:this.P.DimX); + if isfield(this.P, 'traj') + num_traces = numel(this.P.traj); + else + num_traces = 0; + end + + switch num_traces + case 0 + str_num = '0 trace.\n'; + case 1 + str_num = '1 trace.\n'; + otherwise + str_num= [num2str(num_traces) ' traces\n']; + end + + switch numel(sig_list) + case 0 + str = '0 signals.\n'; + case 1 + str = ['1 signal: ' sig_list{1} '.\n' str_num]; + otherwise + str_sig_list = list_manip.to_string(sig_list, ', '); + if numel(str_sig_list) > max_length + str_sig_list = [str_sig_list(1:max_length) ', ...']; + end + str = [num2str(numel(sig_list)) ' signals: ' str_sig_list '.\n' str_num]; + end + if nargout == 0 + varargout = {}; + fprintf(str); + else + varargout{1} = str; + end + end + + function varargout = disp_params(this) + max_length = 200; + params_list = this.P.ParamList(this.P.DimX+1:end); + num_samples = this.GetNbParamVectors(); + + switch num_samples + case 0 + str_num = '0 samples.\n'; + case 1 + str_num = '1 sample.\n'; + otherwise + str_num= [num2str(num_samples) ' samples\n']; + end + + switch numel(params_list) + case 0 + str = '0 Parameters.\n'; + case 1 + str = ['One Parameter: ' params_list{1} '.\n' str_num]; + otherwise + str_params_list = list_manip.to_string(params_list, ', '); + if numel(str_params_list) > max_length + str_params_list = [str_params_list(1:max_length) ', ...']; + end + str = [num2str(numel(params_list)) ' Parameters: ' str_params_list '.\n' str_num]; + end + + + + if nargout == 0 + varargout = {}; + fprintf(str); + else + varargout{1} = str; + end + end + + function varargout = disp_short_description(this) + + param_desc = this.disp_params(); + + str = ['----\n' ... + param_desc ... + '----\n']; + + if this.P.DimX>0 + sig_desc = this.disp_signals(); + str= [str ... + sig_desc ... + '----\n']; + end + + if nargout == 0 + varargout = {}; + fprintf(str); + else + varargout{1} = str; + end + + end + + + function varargout = disp(this) + + str = 'BreachSet object.\n'; + str = [str this.disp_short_description()]; + + if nargout == 0 + varargout = {}; + fprintf(str); + else + varargout{1} = str; + end + + end + + + %% Stuff + function ExportToExcel(this, excel_file) [summary, traces] = this.ExportTracesToStruct(); global BreachGlobOpt - + if ~isfield(summary, 'specs') warning('Breach:SaveResult:no_spec_for_Excel','Export to Excel requested but there is no requirement result to report. Excel file not created.'); else breach_dir = BreachGlobOpt.breach_dir; template_file_path = [breach_dir filesep 'Ext' filesep 'Toolboxes' filesep 'ExportResults' filesep 'BreachResults_template.xlsx']; copyfile(template_file_path, excel_file); - + % Write header for ispec = 1:numel(summary.specs.names) hdr{ispec} = ['Req. ' num2str(ispec)]; end - + for iparam = ispec+1:ispec+numel(summary.test_params.names) hdr{iparam} = ['param. ' num2str(iparam-ispec) ]; end xlswrite(excel_file, hdr, 1, 'B1'); xlswrite(excel_file, [summary.specs.names summary.test_params.names], 1, 'B2'); - + % Write data xlswrite(excel_file, [ summary.num_sat' summary.specs.rob' summary.test_params.values'] , 1, 'A3'); this.disp_msg(['Summary written into ' excel_file]); end end - + function varargout = PrintSignals(this) st = sprintf('---- SIGNALS ----\n'); for isig = 1:this.P.DimX @@ -2241,16 +3961,16 @@ function ExportToExcel(this, excel_file) end st = sprintf([st '\n']); st = [st this.PrintAliases()]; - + if nargout == 0 varargout = {}; fprintf(st); else varargout{1} = st; end - + end - + function varargout = PrintAliases(this) st = ''; if ~isempty(this.sigMap) @@ -2263,7 +3983,7 @@ function ExportToExcel(this, excel_file) else sig =this.sigMapInv(keys{ik}); end - + [idx, found] = this.FindSignalsIdx(sig); if found sig = this.P.ParamList{idx}; @@ -2288,10 +4008,10 @@ function ExportToExcel(this, excel_file) fprintf(st); else varargout{1} = st; - end + end end - - function st = get_signal_attributes_string(this, sig) + + function st = get_signal_attributes_string(this, sig) atts = this.get_signal_attributes(sig); if isempty(atts) st = ''; @@ -2303,21 +4023,21 @@ function ExportToExcel(this, excel_file) st = sprintf([st '%s)'], atts{end}); end end - + function varargout = PrintParams(this,params, header) st = ''; nb_pts= this.GetNbParamVectors(); - + if ~exist('params','var') params = this.P.DimX+1:numel(this.P.ParamList); elseif ischar(params)||iscell(params) params = FindParam(this.P, params); end - + if ~exist('header', 'var') - header = '-- PARAMETERS --'; + header = '-- PARAMETERS --'; end - + if (nb_pts<=1) if ~isempty(header) st = [header sprintf('\n')]; @@ -2325,33 +4045,33 @@ function ExportToExcel(this, excel_file) for ip = params st = [st sprintf('%s=%g %s\n',this.P.ParamList{ip},this.P.pts(ip,1), this.Domains(ip).short_disp(1))]; end - + else if ~isempty(header) - st = [header sprintf(' (%d vectors):\n',nb_pts)]; + st = [header sprintf(' (%d samples):\n',nb_pts)]; end for ip = params st = [st sprintf('%s %s\n',this.P.ParamList{ip}, this.Domains(ip).short_disp(1))]; end - + end - + st = [st sprintf('\n')]; - + if nargout == 0 varargout = {}; fprintf(st); else varargout{1} = st; end - + end - + function varargout = PrintAll(this) this.UpdateSignalRanges(); st = this.PrintSignals(); st = sprintf([st this.PrintParams()]); - + if nargout == 0 varargout = {}; fprintf(st); @@ -2359,423 +4079,184 @@ function ExportToExcel(this, excel_file) varargout{1} = st; end end - - %% Misc + + function s= isSignal(this,params) idx_s = FindParam(this.P, params); s = idx_s <= this.P.DimX; end - + % Warning handler function WarningResetP(this, fname) if this.GetNbParamVectors()>1 - warning('BreachSet:warning_will_reset_pts',['This set contains more than one parameter vector or traces - the function ' fname ' will likely erase them.']) + warning('BreachSet:warning_will_reset_pts',['This set contains more than one parameter sample or traces - the function ' fname ' will likely erase them.']) end end - + function bl = hasTraj(this) % checks if this has traces bl=isfield(this.P, 'traj'); end - + %% Reset functions - will need some cleaning and rationalizing eventually function Reset(this) % BreachSet.Reset() - - this.P = Sselect(this.P,1); + + this.P = Sselect(this.P,1); p_req = this.P.pts(this.P.DimP+1:end,1); - + this.P = CreateParamSet(this.P); try this.P.pts = this.Sys.p; if ~isempty(p_req) - this.P.pts = [this.P.pts; p_req]; + this.P.pts = [this.P.pts; p_req]; end % Add property params props = this.Specs.values; for i=1:numel(props) phi = props{i}; params_prop = get_params(phi); - this.SetParamSpec(fieldnames(params_prop)', cellfun(@(c) (params_prop.(c)), fieldnames(params_prop)),1); + this.SetParamSpec(fieldnames(params_prop)', cellfun(@(c) (params_prop.(c)), fieldnames(params_prop)'),1); end end for ip = 1:numel(this.P.ParamList) this.Domains(ip).domain=[]; end - + this.resetStatus(); end - + function ResetEpsi(this) - % (Legacy) Set param ranges around individual parameter vectors to zero + % (Legacy) Set param ranges around individual parameter samples to zero this.P.epsi(:,:) = 0; end - + function ResetDomains(this) % BreachSet.ResetDomains Sets all domains to empty for id = 1:numel(this.Domains) this.Domains(id).domain = []; end end - + function ResetDomain(this, params) % BreachSet.ResetDomains Sets given domain(s) to empty - + idx_params = FindParam(this.P, params); for id = 1:numel(idx_params) if (idx_params(id) <= numel(this.Domains)) % param was found, otherwise do nothing this.Domains(idx_params(id)).domain = []; end end - end - + end + function ResetSimulations(this) % Removes computed trajectories this.P = SPurge(this.P); - + if size(this.P.pts,2)>1 % get rid of redundant pts [~, iu] = unique(this.P.pts','rows'); this.P = Sselect(this.P, iu); end this.SignalRanges = []; - + end - + function ResetSelected(this) nb_pts = this.GetNbParamVectors(); this.P.selected = zeros(1,nb_pts); end - + function aliases = getAliases(this, signals) - + if ischar(signals) signals = {signals}; end - + aliases = signals; for is = 1:numel(signals) - sig = signals{is} ; - if this.AliasMap.isKey(sig) - aliases = union(aliases, this.AliasMap(sig),'stable'); - end - end - - end - - end - - - %% Coverage Methods - methods - - function SetEpsGridsize(this,eps_size_vector) - % Assign a grid sizes for each parameter dimension. The eps - % grid size indicates the length of grid elements for each of - % the dimensions in parameter space. The eps value for each - % dimension corresponds to the smallest distance allowed - % between any two points in the parameter space. - - if ~isempty(this.epsgridsize) - error('Eps grid size already set. You cannot change the grid size after it has been defined.'); - end - - if isrow(eps_size_vector) - eps_size_vector = eps_size_vector'; - end - - % Number of parameters with ranges associated with them. - varying_parameter_indices = this.VaryingParamList(); - - if length(eps_size_vector)~=length(varying_parameter_indices) - error('Length of the size vector does not match the number of parameters wth ranges associated with them.'); - end - this.epsgridsize = eps_size_vector; - end - - function SetDeltaGridsize(this,delta_size_vector) - % Assign a grid sizes for each parameter dimension. The eps - % grid size indicates the length of grid elements for each of - % the dimensions in parameter space. The delta value for each - % dimension corresponds to the grid element size that is used to - % measure the cell count and entropy coverage measures. - - if ~isempty(this.deltagridsize) - error('Delta grid size already set. You cannot change the grid size after it has been defined.'); - end - if isrow(delta_size_vector) - delta_size_vector = delta_size_vector'; - end - % Number of parameters with ranges associated with them. - - varying_parameter_indices = this.VaryingParamList; - if length(delta_size_vector)~=length(varying_parameter_indices) - error('Length of the size vector does not match the number of parameters wth ranges associated with them.'); - end - this.deltagridsize = delta_size_vector; - end - - function SetSnapToGrid(this,snapflag) - this.snap_to_grid = snapflag; - end - - function inRange = TestPointInRange(this,new_point) - % Identify the "lower, left" and "upper, right" corners of the - % parameter set - if isrow(new_point) - new_point = new_point'; - end - inRange = true; - varying_parameter_indices = this.VaryingParamList; - lower_left_corner = []; - upper_right_corner = []; - for ip = varying_parameter_indices - lower_left_corner = [lower_left_corner; this.Domains(ip).domain(1)]; - upper_right_corner = [upper_right_corner; this.Domains(ip).domain(2)]; - end - - if any(new_point < lower_left_corner)||any(new_point>upper_right_corner) - %fprintf('\nNew point out of range.\n'); - inRange = false; - end - end - - function lower_left_corner = LowerLeftCorner(this) - % Identify the "lower, left" corner of the parameter set - varying_parameter_indices = this.VaryingParamList; - lower_left_corner = []; - for ip = varying_parameter_indices - lower_left_corner = [lower_left_corner; this.Domains(ip).domain(1)]; - end - end - - function upper_right_corner = UpperRightCorner(this) - % Identify the "upper, right" corner of the parameter set - varying_parameter_indices = this.VaryingParamList; - upper_right_corner = []; - for ip = varying_parameter_indices - upper_right_corner = [upper_right_corner; this.Domains(ip).domain(2)]; - end - end - - function [varargout] = AddPoints(this,new_points) - % Add a collection of new points to the space. - - var = this.GetVariables(); - if nargin<=1 - new_points = this.GetParam(var); - end - - - % Assume that for an "row x col" matrix that represents the new points, - % each col represents a unique point. - num_points = size(new_points,2); - for ind = 1:num_points - thisPoint = new_points(:,ind); - this.AddPoint(thisPoint); - end - - end - - function [varargout] = AddPoint(this,new_point) - % Add a point to the data structure - - if nargout>0 - varargout{1} = true; - end - if nargout>1 - varargout{2} = []; - end - - if ~this.TestPointInRange(new_point) - %fprintf('\nPoint not in range, so it was not added.\n'); - if nargout>0 - varargout{1} = false; - end - return - end - - epsgridsize = this.epsgridsize; - deltagridsize = this.deltagridsize; - - if isrow(new_point) - new_point = new_point'; - end - - if nargout>1 - varargout{2} = new_point; - end - - % Identify the "lower, left" corner of the parameter set - lower_left_corner = this.LowerLeftCorner(); - - shifted_point = new_point - lower_left_corner; - - % First, identify corresponding eps grid element - shifted_grid_element = diag(epsgridsize)*floor(shifted_point./epsgridsize); - eps_grid_element = shifted_grid_element + lower_left_corner; - - % Also, identify delta grid element - shifted_grid_element = diag(deltagridsize)*floor(shifted_point./deltagridsize); - delta_grid_element = shifted_grid_element + lower_left_corner; - - if this.snap_to_grid - if this.EpsGridMapObj.isKey(mat2str(eps_grid_element)) - %fprintf('\nValue already present in grid element %s.\n',mat2str(eps_grid_element)); - if nargout>0 - varargout{1} = false; - end - if nargout>1 - varargout{2} = []; - end - else - if this.DeltaGridMapObj.isKey(mat2str(delta_grid_element)) - previous_grid_members = this.DeltaGridMapObj(mat2str(delta_grid_element)); - this.DeltaGridMapObj(mat2str(delta_grid_element)) = previous_grid_members + 1; - else - this.DeltaGridMapObj(mat2str(delta_grid_element)) = 1; - end - this.EpsGridMapObj(mat2str(eps_grid_element)) = 1; - if nargout>1 - varargout{2} = eps_grid_element; - end - end - else - % For this case, create a list for each grid - % element that is populated by at least one point. - if this.EpsGridMapObj.isKey(mat2str(eps_grid_element)) - previous_grid_members = this.EpsGridMapObj(mat2str(eps_grid_element)); - this.EpsGridMapObj(mat2str(eps_grid_element)) = [previous_grid_members new_point]; - else - this.EpsGridMapObj(mat2str(eps_grid_element)) = [new_point]; - end - - if this.DeltaGridMapObj.isKey(mat2str(delta_grid_element)) - previous_grid_members = this.DeltaGridMapObj(mat2str(delta_grid_element)); - this.DeltaGridMapObj(mat2str(delta_grid_element)) = previous_grid_members + 1; - else - this.DeltaGridMapObj(mat2str(delta_grid_element)) = 1; + sig = signals{is} ; + if this.AliasMap.isKey(sig) + aliases = union(aliases, this.AliasMap(sig),'stable'); end end - - end - - function varying_parameter_indices = VaryingParamList(this) - % Determine the indices into the SimulinkSystem parameters that - % correspond to parameters that are allowed to vary (i.e., that - % have a range assocaited with them). - - [~, varying_parameter_indices] = this.GetBoundedDomains(); - - end - - function num_points = NumPoints(this) - % Return number of points in the list - num_points = double(this.EpsGridMapObj.Count); - end - - function DisplayPoints(this) - % Display all points in the list - KeysSet = this.EpsGridMapObj.keys; - fprintf('\nCell: Epsi Occupancy\n'); - for ind = 1:length(KeysSet); - ValueTemp = this.EpsGridMapObj(KeysSet{ind}); - fprintf('%s: %s \n',KeysSet{ind}, mat2str(ValueTemp')); - end - - KeysSet = this.DeltaGridMapObj.keys; - fprintf('\nCell: Delta Occupancy\n'); - for ind = 1:length(KeysSet); - ValueTemp = this.DeltaGridMapObj(KeysSet{ind}); - fprintf('%s: %s \n',KeysSet{ind}, mat2str(ValueTemp')); - end - - - end - - function total_cells = TotalCellCount(this) - % Total number of cells in the parameter space - % - % First, compute the width of the range for each dimension in - % the parameter space. - varying_parameter_indices = this.VaryingParamList; - rg = []; - for ip = varying_parameter_indices - rg = [rg; this.Domains(ip).domain(2)-this.Domains(ip).domain(1)]; - end - total_cells = prod(ceil(rg./this.epsgridsize)); - end - - function coverage = ComputeLogCellOccupancyCoverage(this) - % Compute the log of the cell occupancy - % for the parameter space - - % Total number of cells in the parameter space - total_cells = this.TotalCellCount(); - % Next, obtain the total number of populated cells - pop_cells = this.NumPoints(); - coverage = log(pop_cells)/log(total_cells); - end - - function coverage = ComputeCellOccupancyCoverage(this) - % Compute the cell occupancy for the parameter space - - % Total number of cells in the parameter space - total_cells = this.TotalCellCount(); - % Next, obtain the total number of populated cells - pop_cells = this.NumPoints(); - coverage = pop_cells/total_cells; - end - - function coverage = ComputeEntropyCoverage(this) - % Compute the combinatorial entropy (also known as the - % coarse-grained Boltzmann entropy). - - % The entropy measure is given by the following: - % - % G(D) = p!/(n_1!\cdots n_c!) - % - % S_B(D) = log(G(D)), - % - % where p is the total number of points, and n_i is the number - % of points in cell i. - - % Collect the number of points in each cell and compute the - % denominator of G(D). At the same time, compute the total - % number of points p. - delta_cell_labels = this.DeltaGridMapObj.keys; - numpoints = 0; - GD_denominator = 1; - for ind = 1:length(delta_cell_labels) - n_i = double(this.DeltaGridMapObj(delta_cell_labels{ind})); - numpoints = numpoints + n_i; - GD_denominator = GD_denominator*(factorial(n_i)); - end - - GD_numerator = factorial(numpoints); - - GD = GD_numerator/GD_denominator; - - coverage = log(GD); + end - + end - - - - methods (Access=protected) - + +%% Old coverage code +% The following commented code is for future potential coverage measure, +% courtesy of Jim K. +% +% function coverage = ComputeLogCellOccupancyCoverage(this) +% % Compute the log of the cell occupancy +% % for the parameter space +% +% % Total number of cells in the parameter space +% total_cells = this.TotalCellCount(); +% % Next, obtain the total number of populated cells +% pop_cells = this.NumPoints(); +% coverage = log(pop_cells)/log(total_cells); +% end +% +% function coverage = ComputeCellOccupancyCoverage(this) +% % Compute the cell occupancy for the parameter space +% +% % Total number of cells in the parameter space +% total_cells = this.TotalCellCount(); +% % Next, obtain the total number of populated cells +% pop_cells = this.NumPoints(); +% coverage = pop_cells/total_cells; +% end +% +% function coverage = ComputeEntropyCoverage(this) +% % Compute the combinatorial entropy (also known as the +% % coarse-grained Boltzmann entropy). +% +% % The entropy measure is given by the following: +% % +% % G(D) = p!/(n_1!\cdots n_c!) +% % +% % S_B(D) = log(G(D)), +% % +% % where p is the total number of points, and n_i is the number +% % of points in cell i. +% +% % Collect the number of points in each cell and compute the +% % denominator of G(D). At the same time, compute the total +% % number of points p. +% delta_cell_labels = this.DeltaGridMapObj.keys; +% numpoints = 0; +% GD_denominator = 1; +% for ind = 1:length(delta_cell_labels) +% n_i = double(this.DeltaGridMapObj(delta_cell_labels{ind})); +% numpoints = numpoints + n_i; +% GD_denominator = GD_denominator*(factorial(n_i)); +% end +% +% GD_numerator = factorial(numpoints); +% +% GD = GD_numerator/GD_denominator; +% +% coverage = log(GD); +% end + + + + methods (Access=protected) + function Xp = get_signals_from_traj(this, traj, names) idx = FindParam(this.P, names); % not fool proof, but not supposed to be used by fools Xp = traj.X(idx,:); end - + function traj = set_signals_in_traj(this, traj, names, Xp) idx = FindParam(this.P, names); % not fool proof, but not supposed to be used by fools traj.X(idx,:) = Xp; end - + %% Compare (FIXME) function cmp = compare(this, other) % Compares two BreachSet. Goes through a series of tests, logs @@ -2786,16 +4267,16 @@ function DisplayPoints(this) % (structural) difference, 0 means identical, large negative % means potiential bug, other can be anything, though structure % should be the same. - + cmp = BreachStatus; - + % checks if the handles are the same is_same_obj = (this==other); if is_same_obj cmp.addStatus(0, 'The two sets are the same objects in memory.') return; end - + % checks presence of P if (isempty(this.P))&&((isempty(other.P))) cmp.addStatus(0, 'The two objects have an empty parameter set.') @@ -2807,18 +4288,18 @@ function DisplayPoints(this) cmp.addStatus(10000, 'Parameter set is empty in second object.'); return; end - + % Checks signals and parameters thisParamList = this.P.ParamList; otherParamList = other.P.ParamList; - + diff_pl = ~(isequal(thisParamList,otherParamList)); if diff_pl % Checks signals sigthis = this.GetSignalNames(); sigother = other.GetSignalNames(); diff_signal = ~(isequal(sigthis,sigother)); - + if diff_signal cmp.addStatus(1, 'The two sets have different signals.') return; @@ -2833,51 +4314,51 @@ function DisplayPoints(this) cmp.addStatus(10, 'The two sets have different property parameter lists.') end end - + end - + % checks if parameter sets are equal if (isequal(this.P,other.P)) cmp.addStatus(0,'The two sets parameters and traces are strictly identical.'); return; end - + % checks pts nb nb_pts_this = this.GetNbParamVectors(); nb_pts_other = other.GetNbParamVectors(); - + if nb_pts_this ~= nb_pts_other - cmp.addStatus(10,'The two sets have different number of parameter vectors.'); + cmp.addStatus(10,'The two sets have different number of parameter samples.'); return; end - + % Checks system parameters rg_sys = this.P.DimX+1:this.P.DimP; % at this point, this is the same as other sys_pts_this = this.P.pts(rg_sys,:); sys_pts_other = other.P.pts(rg_sys,:); - + diff_sys_pts = norm(sys_pts_this-sys_pts_other); if (diff_sys_pts == 0) - cmp.addStatus(0, 'The two sets have the same system parameter vectors.'); + cmp.addStatus(0, 'The two sets have the same system parameter samples.'); else - cmp.addStatus(1, ['Distance between the two system parameter vectors: ' num2str(diff_sys_pts)]) + cmp.addStatus(1, ['Distance between the two system parameter samples: ' num2str(diff_sys_pts)]) end - + % Checks spec. parameters rg_pspec = this.P.DimP+1:size(this.P.pts,1); % at this point, this is the same as other if ~isempty(rg_pspec) spec_pts_this = this.P.pts(rg_pspec,:); spec_pts_other = other.P.pts(rg_pspec,:); - + diff_spec_pts = norm(spec_pts_this-spec_pts_other); if (diff_spec_pts == 0) - cmp.addStatus(0, 'The two objects have the same spec. parameter vectors.'); + cmp.addStatus(0, 'The two objects have the same spec. parameter samples.'); else - cmp.addStatus(1, ['Distance between the two spec. parameter vectors: ' num2str(diff_spec_pts)]) + cmp.addStatus(1, ['Distance between the two spec. parameter samples: ' num2str(diff_spec_pts)]) end end - - + + % Checks trajs field if (isfield(this.P, 'traj'))&&(~isfield(other.P, 'traj')) cmp.addStatus(1000, 'This has computed trajectories or traces but not other'); @@ -2894,7 +4375,7 @@ function DisplayPoints(this) cmp.addStatus(100, 'Different numbers of traces.'); return; end - + if isequal(this.P.traj, other.P.traj) cmp.addStatus(0, 'Traces are identical.'); else @@ -2919,9 +4400,9 @@ function DisplayPoints(this) cmp.addStatus(1,['Max difference between trajectories: p:' num2str(max_diff_param) ' time:' num2str(max_diff_time) ' X:' num2str(max_diff_X)]); end end - + % Checks props fields - + if (isfield(this.P, 'props'))&&(~isfield(other.P, 'props')) cmp.addStatus(100, 'This has properties evaluated but not other'); return; @@ -2933,17 +4414,17 @@ function DisplayPoints(this) if (isfield(this.P, 'props_names'))&&(isfield(other.P, 'props_names')) if isequal(this.P.props_names,other.P.props_names) if (isfield(this.P, 'props_values'))&&(isfield(other.P, 'props_values')) - + % both have traces, compare them - + this_props_vals = this.P.props_values; other_props_vals = other.P.props_values; - + if ~isequal(size(this_props_vals), size(other_props_vals)) cmp.addStatus(-100, 'Different numbers of property evaluations.'); return; end - + if isequal(this_props_vals, other_props_vals) cmp.addStatus(0, 'Property evaluations are identical.'); else @@ -2966,26 +4447,26 @@ function DisplayPoints(this) if diff_val cmp.addStatus(1, [pre_status '-- Overall difference in quantitative satisfactions: ' num2str(diff_val)]); end - + end end end end else cmp.addStatus(-100,'BUG: field props is present but not field props_values'); % probably dead code... - + end else cmp.addStatus(100,'Property names evaluated in this and other are different.'); end - + else cmp.addStatus(-100,'BUG: field props is present but not field props_names'); % probably dead code... end end - - + + end - + end end diff --git a/Core/BreachSimulinkSystem.m b/Core/BreachSimulinkSystem.m index e042a6eb..bc6d6151 100644 --- a/Core/BreachSimulinkSystem.m +++ b/Core/BreachSimulinkSystem.m @@ -1187,6 +1187,25 @@ function Sim(this, tspan, U) end end + %% Disp + + + + function varargout = disp(this) + + str = sprintf('BreachSimulink object for model %s.\n',this.mdl.name); + str = [str this.disp_short_description()]; + + if nargout == 0 + varargout = {}; + fprintf(str); + else + varargout{1} = str; + end + + end + + %% Misc function S = GetSignature(this, varargin) S = GetSignature@BreachOpenSystem(this, varargin{:}); @@ -1276,8 +1295,8 @@ function ClearDiskCache(this) function hash = get_hash(this) st.signals = this.GetSignalsList(); - st.params = this.GetParamList(); - + st.params = this.GetParamList(); + hash= DataHash(st); end %% Export result @@ -1502,7 +1521,7 @@ function ExportToExcel(this, excel_file) % TODO: specialize to Simulink ? or us end - function st = disp(this) + function st = disp_old(this) if isfield(this.P, 'traj') nb_traj = numel(this.P.traj); else diff --git a/Core/BreachSimulinkWizard.m b/Core/BreachSimulinkWizard.m index 4e618119..41b63373 100644 --- a/Core/BreachSimulinkWizard.m +++ b/Core/BreachSimulinkWizard.m @@ -174,7 +174,7 @@ evalin('base', [opt.VariableName '=BreachSimulinkSystem(''' Name ''', params__,[],sigs__,IG__,opt__ );']); Br = evalin('base',opt.VariableName); gu = Br.SetInputGenGUI(); -uiwait(gu); +uiwait(gu.main); clean; diff --git a/Core/BreachSystem.m b/Core/BreachSystem.m index 2a41a9c8..793ea96e 100644 --- a/Core/BreachSystem.m +++ b/Core/BreachSystem.m @@ -55,6 +55,7 @@ otherwise % creates an extern system if ~(exist(varargin{1})==4) % tests if the first argument is a Simulink model this.Sys = CreateExternSystem(varargin{:}); + else warning('First argument is the name of a Simulink model - consider using BreachSimulinkSystem instead'); end @@ -63,7 +64,9 @@ this.SignalRanges = []; if (isaSys(this.Sys)) this.P = CreateParamSet(this.Sys); - end + this.Domains = repmat(BreachDomain(), 1, this.Sys.DimP); + end + end function SetupParallel(this, NumWorkers) @@ -157,6 +160,44 @@ function StopParallel(this) end end + function Bout = parSim(this, varargin) + % ALPHA tentative simpler parallel implementation. + + if isempty(gcp('nocreate')) + gcp; + end + if ~isempty(this.InitFn) + pctRunOnAll(this.InitFn); + end + + num_sim = this.GetNbParamVectors(); + num_task = num_sim; + if num_sim == 1 + this.Sim(varargin{:}) + else + % create tasks systems + + for i = 1:num_sim + Btask(i) = this.ExtractSubset(i); + end + + fprintf(2,[repmat('|',1,num_task) ' 100%%\n\n']); + parfor i = 1:num_task + Btask(i).Sim(varargin{:}); + Bres{i} = Btask(i).copy(); % need to actually copy to get trace data + fprintf('\b|\n'); + end + fprintf('\n'); + Bout = Bres{1}.copy(); + for i = 2:num_task + Bout.Concat(Bres{i},1) + end + this.P = Bout.P; + end + + end + + %% Parameters % Get and set default parameter values (defined in Sys) function values = GetDefaultParam(this, params) @@ -193,7 +234,7 @@ function SetTime(this,tspan) error('BreachSystem:SetTime:undef', 'Cannot evaluate time expression %s', tspan); end else - this.P.Sys.tspan = check_sim_time(tspan); + this.Sys.tspan = check_sim_time(tspan); end end function time = GetTime(this) @@ -240,10 +281,7 @@ function PlotEnveloppe(this, signals) end - end - - - + end %% Specs function phi = AddSpec(this, varargin) @@ -402,17 +440,6 @@ function SetSpec(this,varargin) Sim(this); this.CheckinDomainTraj(); - % JOHAN ADDED - - % This was used previously to save trajectory info to the - % folder 'trajectories' -% filesInTrajFolder = length(dir('trajectories')) - 2; -% tmpP = this.P; -% paramValues = values; -% load('nextReqToBeFalsified'); % Loads currentReq -% save(['trajectories/' num2str(filesInTrajFolder + 1) '.mat'],'tmpP','params','paramValues', 'currentReq'); - % END JOHAN ADDED - % FIXME: this is going to break with multiple trajectories with % some of them containing NaN - @@ -460,16 +487,6 @@ function SetSpec(this,varargin) Sim(this); this.CheckinDomainTraj(); - % JOHAN ADDED - % This was used previously to save trajectory info to the - % folder 'trajectories' -% filesInTrajFolder = length(dir('trajectories')) - 2; -% tmpP = this.P; -% paramValues = values; -% load('nextReqToBeFalsified'); % Loads currentReq -% save(['trajectories/' num2str(filesInTrajFolder + 1) '.mat'],'tmpP','params','paramValues', 'currentReq'); - % END JOHAN ADDED - % FIXME: this is going to break with multiple trajectories with % some of them containing NaN - if any(isnan(this.P.traj{1}.X)) @@ -1035,24 +1052,23 @@ function AddOutput(this, output) end end + function varargout = disp(this) - if isfield(this.P, 'traj') - nb_traj = numel(this.P.traj); - else - nb_traj = 0; - end - - st = ['BreachSystem ' this.Sys.name '. It contains ' num2str(this.GetNbParamVectors()) ' samples and ' num2str(nb_traj) ' unique traces.\n']; + + str = 'BreachSystem object.\n'; + str = [str this.disp_short_description()]; if nargout == 0 varargout = {}; - fprintf(st); + fprintf(str); else - varargout{1} = st; + varargout{1} = str; end end - + + + function assignin_ws_p0(this) ip = 0; for p = this.Sys.ParamList diff --git a/Core/BreachTraceSystem.m b/Core/BreachTraceSystem.m index fe3e61c4..3f8d854f 100644 --- a/Core/BreachTraceSystem.m +++ b/Core/BreachTraceSystem.m @@ -136,7 +136,18 @@ function AddTrace(this, trace, params) traj.X(isig,:) = trace.inputs.values(idx_sig,:); end end - + elseif all(isfield(trace,{'time', 'signals','params'})) % reading one struct obtained from a SaveResult + traj.time= trace.time; + signals = this.GetSignalNames(); + traj.X = zeros(numel(signals),numel(traj.time)); + for isig = 1:numel(signals) + idx_sig = find(strcmp(trace.signals.names, signals{isig}),1); + if isempty(idx_sig) + error('BreachTraceSystem:signal_not_found', 'Signal %s not found', signals{isig}); + end + traj.X(isig,:) = trace.signals.values(idx_sig,:); + end + params = trace.params.values; elseif all(isfield(trace,{'time', 'signals'})) % reading one struct obtained from a SaveResult traj.time= trace.time; signals = this.GetSignalNames(); @@ -177,7 +188,7 @@ function AddTrace(this, trace, params) if numel(params)~= num_p error('BreachTraceSystem:wrong_param', 'Wrong number of parameters (last argument), should be %d', this.P.DimP-this.P.DimX); else - traj.param(this.DimX+1:end) = reshape(params, 1, num_p); + traj.param(this.Sys.DimX+1:end) = reshape(params, 1, num_p); end end diff --git a/Core/ComputeTraj.m b/Core/ComputeTraj.m index 9f81fef8..c9995477 100644 --- a/Core/ComputeTraj.m +++ b/Core/ComputeTraj.m @@ -109,7 +109,9 @@ for ii = 1:numel(Pf.traj) Pf.traj{ii}.param = Pf.pts(1:Pf.DimP,ii)'; end - elseif(isfield(P0,'traj_to_compute') &&... + Pf = Preset_traj_ref(Pf); % also checks consistency of initial signal values in pts and traj + +elseif(isfield(P0,'traj_to_compute') &&... ~isempty(P0.traj_to_compute) && ~isequal(P0.traj_to_compute,1:size(P0.pts,2))&&... % some traces have already be computed isfield(P0, 'traj')&&~isempty(P0.traj)&&isequal(P0.traj{1}.time, tspan)) % some traces have been computed on the same tspan % Here, we assume: @@ -169,6 +171,7 @@ end [traj.time, traj.X] = Sys.sim(Sys, tspan, P0.pts(:,ii)); + %[traj.time, traj.X] = Sys.sim(Sys, tspan, P0.pts(Sys.DimX+1:end,ii)); traj.param = P0.pts(1:P0.DimP,ii)'; if isfield(Sys, 'output_gens') @@ -338,6 +341,18 @@ end +% enforce consistency of pts and init traj values + +use_caching = isfield(Sys,'DiskCachingFolder')&&(~isempty(Sys.DiskCachingFolder)); +if ~use_caching % maybe too slow with large traces in cache. else warning ? or make sure this is done somewhere else TODO + for ii = 1:size(Pf.pts, 2) + itraj = Pf.traj_ref(ii); + X0 = Pf.traj{itraj}.X(:,1); + Pf.pts(1:Pf.DimX,ii) = X0; + Pf.traj{itraj}.param(1:numel(X0)) = X0'; + end +end + if(isfield(Sys,'time_mult') && ~isfield(Pf,'time_mult')) Pf.time_mult = Sys.time_mult; end diff --git a/Core/Gui/BreachGuiClass.m b/Core/Gui/BreachGuiClass.m index 2b5d295d..55253486 100644 --- a/Core/Gui/BreachGuiClass.m +++ b/Core/Gui/BreachGuiClass.m @@ -43,11 +43,20 @@ hs2= this.create_separator('hsep.1'); hs2.h = 0.1; + hs2bis= this.create_separator('hsep.2'); + hs2bis.h = 0.2; + hs25 = this.create_separator('hsep.25'); hs25.h = 0.25; - hs3= this.create_separator('hsep.5'); - hs3.h = 0.5; + hs3 = this.create_separator('hsep.3'); + hs3.h = 0.3; + + hs4 = this.create_separator('hsep.4'); + hs4.h = 0.4; + + hs5= this.create_separator('hsep.5'); + hs5.h = 0.5; ws1= this.create_separator('wsep.05'); ws1.w = 0.05; @@ -58,12 +67,12 @@ this.create_separator('wsep.5', .5,1); this.create_separator('fullsep', 1, 1); - %% create scaling invisible button + %% create scaling invisible button button_scale = this.create_button('button_scale'); this.set_by_id('button_scale', 'enable', 'off', 'Position', [0 0 this.wunit this.hunit]); - %% Creates default ok and cancel buttons + %% Creates default ok and cancel buttons button_ok = this.create_button('button_ok','Ok',@(o,e)(this.button_ok_callback(o))); button_cancel = this.create_button('button_cancel','Cancel',@(o,e)(this.button_cancel_callback())); @@ -165,7 +174,7 @@ this.uimap(id)= e; end - + function e = create_slider(this, id, string, callback, w,h) if ~exist('callback','var')||isempty(callback) callback = @(o,e)(this.zcallback(id,o,e)); @@ -312,9 +321,7 @@ if ~exist('callback','var')||isempty(callback) callback = @(o,e)(this.zcallback(id,o,e)); end - - - + g = uicontrol('Parent',this.hdle,... 'Style','listbox',... @@ -438,8 +445,9 @@ this.uimap(id)= e; end - + function e = create_panel(this, id, string, layout) + if nargin<3 string = [id ' panel']; end @@ -450,6 +458,10 @@ 'FontSize', this.font_size,... 'Units', 'pixel',... 'visible', 'off'); + + + + layout = [{{'hsep.5'}}; layout; {{'hsep.2'}}]; [w, h] = get_layout_sz(this, layout); e = panel_elem(p, layout); @@ -467,6 +479,306 @@ this.uimap(id)= e; end + %% Advanced elements + function e = create_changing_button(this, id,names, callback ) + % button cycling through a list of options + + e = create_button(this,id, names{1},@(o,e)(callback_changing)); + + this.data_gui.(id).Value= 1; + this.data_gui.(id).String = names{1}; + this.data_gui.(id).StringList =names; + num_options = numel(names); + + function callback_changing() + idx = this.data_gui.(id).Value; + if idx==num_options + idx = 1; + else + idx=idx+1; + end + this.data_gui.(id).Value=idx; + this.data_gui.(id).String = this.data_gui.(id).StringList{idx}; + update(); + end + + function update() + set(e.hdle, 'String', this.data_gui.(id).String); + callback(); + end + end + + function e = create_domain_slider(this, id, name, domain, value, callback) + % Creates a slider from a BreachDomain + id_min = [id '_min']; + id_val = [id '_val']; + id_max = [id '_max']; + id_slider = [id '_slider']; + + e_min = this.create_edit(id_min, num2str(0), @(o,e)(callback_edit()), 1/4, 1/2); + e_min.htop = e_min.htop/2; + e_min.wright=0; + + e_val =this.create_edit(id_val, num2str(0.5),@(o,e)(callback_edit()), 1/2, 1/2); + e_val.htop = e_val.htop/2; + e_val.wleft = e_val.wleft/2; + e_val.wright = e_val.wright/2; + + e_max = this.create_edit(id_max, num2str(1),@(o,e)(callback_edit()), 1/4, 1/2); + e_max.wleft = 0; + e_max.htop = e_max.htop/2; + + e_slider= this.create_slider(id_slider, name, @(o,e)(callback_slider())); + + this.set_h(id_slider, 1/2); + this.set_w(id_slider, 1); + + %% create panel + layout_panel = { ... + {id_min, id_val, id_max}; ... + {id_slider};... + }; + + string = name; + e = this.create_panel(id,string, layout_panel); + + %% Setup values of stuff + value = domain.checkin(value); + this.data_gui.(id).name =name; + this.data_gui.(id).domain =domain; + this.data_gui.(id).value = value; + this.data_gui.(id).callback = callback; + + function callback_edit() + + bug= 0; + dom = this.data_gui.(id).domain.domain; + if isempty(dom) + old_min = -inf; + old_max = inf; + else + old_min = dom(1); + old_max =dom(2); + end + old_value = this.data_gui.(id).value; + + min_value = str2double(get(e_min.hdle, 'String')); + if isnan(min_value) + bug= 1; + min_value = old_min; + end + max_value = str2double(get(e_max.hdle, 'String')); + if isnan(max_value) + bug= 1; + max_value = old_max; + end + val = str2double(get(e_val.hdle, 'String')); + if isnan(val) + bug= 1; + val = old_value; + end + + if max_value-min_value<0 + bug = 1; + if old_max ~= max_value + max_value = min_value; + else + min_value= max_value; + end + end + + if bug||~(isequal(old_min,min_value)&&isequal(old_max,max_value)&&isequal(old_value,val)) + if min_value == -inf && max_value== inf + this.data_gui.(id).domain.domain = []; + else + this.data_gui.(id).domain.domain = [min_value, max_value]; + end + this.data_gui.(id).value = this.data_gui.(id).domain.checkin(val); + update(~bug&&~isequal(this.data_gui.(id).value,old_value )); + end + end + + function callback_slider() + + dom = this.data_gui.(id).domain; + val= get(e_slider.hdle,'Value'); + if strcmp(dom.type,'enum') + m =str2double( get(e_min.hdle,'String')); + M =str2double( get(e_max.hdle,'String')); + enum = dom.enum; + enum = enum(enum>=m); + enum = enum(enum<=M); + val = enum(val); + else + val = this.data_gui.(id).domain.checkin(val); + end + + old_value = this.data_gui.(id).value; + + if ~isequal(old_value , val) + this.data_gui.(id).value = val; + update(true); + end + end + + function update(call) + this.update_domain_slider(id, call); + end + + end + + function update_domain_slider(this, id, call) + % if call is true, call user provided callback of the slider. + % reads Breach Domain and value. value is in domain already. + name = this.data_gui.(id).name; + dom = this.data_gui.(id).domain.domain; + val = this.data_gui.(id).value; + + id_min = [id '_min']; + id_val = [id '_val']; + id_max = [id '_max']; + id_slider = [id '_slider']; + + e = this.uimap(id); + e_slider = this.uimap(id_slider); + e_min = this.uimap(id_min); + e_max = this.uimap(id_max); + e_val = this.uimap(id_val); + + if isempty(dom) + min = '-inf'; + max = 'inf'; + min_slider= val-10; + max_slider = val+10; + elseif (dom(1) ==-inf) && dom(2)-inf + min = num2str(dom(1)); + max = 'inf'; + min_slider= dom(1); + max_slider = val+100; + else + min = num2str(dom(1)); + max = num2str(dom(2)); + min_slider= dom(1); + max_slider = dom(2); + end + + switch this.data_gui.(id).domain.type + case 'bool' + min = 0; + max = 1; + + set(e_slider.hdle,'Max',1); + set(e_slider.hdle,'Min',0); + set(e_slider.hdle,'SliderStep',[1 1]); + set(e_slider.hdle,'Value', val); + + + case 'int' + + min = ceil(str2num(min)); + max = floor(str2num(max)); + min_slider= ceil(min_slider); + max_slider = floor(max_slider); + if min_slider == max_slider + max_slider = max_slider+1; + end + + set(e_slider.hdle,'Min', min_slider); + set(e_slider.hdle,'Max', max_slider); + set(e_slider.hdle,'Value', val); + set(e_slider.hdle,'SliderStep',[1 10]/(max_slider - min_slider)); + + case 'enum' + enum = this.data_gui.(id).domain.enum; + enum = enum(enum>=str2double(min)); + enum = enum(enum<=str2double(max)); + if isempty(enum) + enum = nan; + end + min_slider = 1; + max_slider = numel(enum); + val_slider = find(val==enum,1); + if isempty(val_slider) + val_slider = 1; + val = nan; + end + if min_slider==max_slider + max_slider=min_slider+1; + end + + set(e_slider.hdle,'Min', min_slider); + set(e_slider.hdle,'Max', max_slider); + set(e_slider.hdle,'Value', val_slider); + set(e_slider.hdle,'SliderStep',[1 10]/(max_slider - min_slider)); + otherwise + if min_slider == max_slider + max_slider = max_slider+10*eps; + end + + set(e_slider.hdle,'Min', min_slider); + set(e_slider.hdle,'Max', max_slider); + set(e_slider.hdle,'Value', val); + end + set(e_min.hdle,'String', num2str(min)); + set(e_max.hdle,'String', num2str(max)); + set(e_val.hdle,'String', num2str(val)); + + set(e.hdle,'Title', [name ' (' this.data_gui.(id).domain.short_disp() ')']); + if call + this.data_gui.(id).callback(); + end + end + + function e = create_radio_panel(this,id,title, list, cb_fun) + this.data_gui.(id).list = list; + num_radios = numel(list); + + this.data_gui.(id).idx_selected = zeros(1,num_radios); + this.data_gui.(id).selected=''; + + + layout_panel = cell(num_radios,1); + id_radios = cell(num_radios); + for ir = 1:num_radios + id_radios{ir} = [id '_radio' num2str(ir)]; + this.create_radio(id_radios{ir}, list{ir}, @(o,e)(callback_radio(ir))); + layout_panel{ir,1} = id_radios(ir); + end + + e = this.create_panel(id,title,layout_panel); + callback_radio(1); + + function callback_radio(idx_r) + old_selected = this.data_gui.(id).idx_selected; + this.data_gui.(id).idx_selected = zeros(1,num_radios); + this.data_gui.(id).idx_selected(idx_r) = 1; + this.data_gui.(id).selected= list{idx_r}; + if ~isequal(old_selected, this.data_gui.(id).idx_selected) + update(); + drawnow; + cb_fun(idx_r); + end + end + + function update() + for ir = 1:num_radios + id_radio =[id '_radio' num2str(ir)]; + if this.data_gui.(id).idx_selected(ir) + this.set_by_id(id_radio, 'Value',1); + else + this.set_by_id(id_radio, 'Value',0); + end + end + + end + + end + %% Callbacks function button_ok_callback(this, hobj) @@ -479,7 +791,7 @@ function button_cancel_callback(this) this.output=[]; close(this.hdle); end - + end %% Layout @@ -487,13 +799,13 @@ function button_cancel_callback(this) layout % cell of cells of dimension n x 1 where n is number of rows font_name = 'Arial' - font_size = 11 + font_size = 10 max_char = 80 hdle % handle to GUI top dialog window - wunit = 500 - hunit = 50 + wunit = 400 + hunit = 40 end @@ -711,6 +1023,10 @@ function set_h(this,id,h) methods + + + + %% A template for a button. Replace truc with some label. function this = button_template(this, mode,name,string,callback,w,h) % Names diff --git a/Core/Gui/BreachGuiEditParams.m b/Core/Gui/BreachGuiEditParams.m new file mode 100644 index 00000000..e7dce5d7 --- /dev/null +++ b/Core/Gui/BreachGuiEditParams.m @@ -0,0 +1,149 @@ +classdef BreachGuiEditParams < BreachGuiClass + % Defines a Gui class that takes a BreachSet as argument and implements: + % - a listbox_params + % - a slider_samples + % - a panel_params + % - a slider_edit_params connected to the above + methods + function this =BreachGuiEditParams(B) + + if nargin==0 + % default BreachSet for testing purposes + B = BreachSet({'p1','p2', 'Some_other_param'}); + B.SetParamRanges('p1', [0 12]); + B.SetParamRanges('p2', [-1 5]); + B.QuasiRandomSample(10); + end + % + + this.data_gui.BrSet =B; + this.data_gui.all_params = B.GetParamList(); + this.data_gui.current_sample = 1; + + % listbox + id_listbox = 'listbox_params'; + string = this.get_string_params_and_values(this.data_gui.all_params, this.data_gui.current_sample); + c = @(o,e)(this.callback_listbox(id_listbox)); + this.create_listbox(id_listbox,string, c); + + + % slider for sample idx + max_slider= B.GetNumSamples(); + %if max_slider>1 + min_slider = 1; + + id_slider_samples= 'slider_samples' ; + c_slider_samples = @(o,e)(this.callback_slider_samples()); + e_slider = this.create_slider(id_slider_samples, 'what', c_slider_samples); + e_slider.h = 0.5; + + set(e_slider.hdle,'Min', min_slider); + set(e_slider.hdle,'Max', max_slider); + set(e_slider.hdle,'Value', 1); + set(e_slider.hdle,'SliderStep',[1 10]/(max(max_slider, min_slider+1) - min_slider)); + + panel_layout = { {id_slider_samples}; {id_listbox}}; + %else + % panel_layout = {{id_listbox}}; + % end + % embed into a panel (nicer) + this.create_panel('panel_params', 'Parameters',panel_layout); + + this.update_panel_params(); + % slider + id_slider = 'slider_edit_param'; + name = this.data_gui.all_params{1}; + domain = B.GetDomain(name); + value= B.GetParam(name, 1); + c_slider = @this.callback_slider; + + this.create_domain_slider(id_slider, name, domain,value,c_slider); + + % layout + layout = {{'panel_params'} ;... + {id_slider} }; + + % update + this.update_domain_slider('slider_edit_param', false); + + this.set_layout(layout); + this.enable_resizable(); + end + + function callback_listbox(this,id) + e = this.uimap(id); % listbox elem + idx_param = get(e.hdle,'Value'); + param = this.data_gui.all_params{idx_param}; + + domain = this.data_gui.BrSet.GetDomain(param); + + this.data_gui.slider_edit_param.name = param; + this.data_gui.slider_edit_param.domain = domain; + this.data_gui.slider_edit_param.value = this.data_gui.BrSet.GetParam(param,this.data_gui.current_sample); + this.update_domain_slider('slider_edit_param', false); + end + + + function callback_slider_samples(this) + e = this.uimap('slider_samples'); + val = round(get(e.hdle, 'Value')); + this.data_gui.current_sample=val; + set(e.hdle,'Value', val); + % + e_listbox = this.uimap('listbox_params'); % listbox elem + idx_param = get(e_listbox.hdle,'Value'); + param = this.data_gui.all_params{idx_param}; + + % update slider edit param + this.data_gui.('slider_edit_param').value = this.data_gui.BrSet.GetParam(param,this.data_gui.current_sample); + this.update_domain_slider('slider_edit_param', false); + + this.update_panel_params(); + + + end + + + + function callback_slider(this) + e = this.uimap('slider_edit_param_slider'); + + val = get(e.hdle, 'Value'); + param = this.data_gui.slider_edit_param.name; + all_params_values = this.data_gui.BrSet.GetParam(param); + all_params_values(this.data_gui.current_sample) = val; + this.data_gui.BrSet.SetParam(param, all_params_values); + this.update_panel_params(); + + end + + + function update_panel_params(this) + e = this.uimap('panel_params'); + title_panel = ['Parameters for sample ' num2str(this.data_gui.current_sample) '/' num2str(this.data_gui.BrSet.GetNumSamples())]; + set(e.hdle, 'Title', title_panel); + + string_listbox = this.get_string_params_and_values(this.data_gui.all_params, this.data_gui.current_sample); + e_listbox = this.uimap('listbox_params'); + set(e_listbox.hdle,'String', string_listbox); + + end + + function update_samples_slider(this) + val = this.data_gui.current_sample; + num_samples =this.data_gui.BrSet.GetNumSamples(); + end + + + function str = get_string_params_and_values(this,params, idx_sample) + + str = cell(1, numel(params)); + for idx_param = 1:numel(params) + param = params{idx_param}; + val = this.data_gui.BrSet.GetParam(param, idx_sample); + str{idx_param}= [param ': ' num2str(val)]; + end + end + + end +end diff --git a/Core/Gui/elems/panel_elem.m b/Core/Gui/elems/panel_elem.m index 5d85585a..5c0598dc 100644 --- a/Core/Gui/elems/panel_elem.m +++ b/Core/Gui/elems/panel_elem.m @@ -1,10 +1,7 @@ classdef panel_elem < gui_elem properties - layout - margin_top = .02 - margin_bot = .025 - + layout end methods @@ -14,8 +11,8 @@ this.layout = layout; this.wleft =.025; % default internal margins smaller for panels this.wright =.025; - this.htop =.025; - this.hbot = .025; + this.htop =.05; + this.hbot = .05; end diff --git a/Core/OutputGen/expr_output_gen.m b/Core/OutputGen/expr_output_gen.m index e56f64c8..d13b216c 100644 --- a/Core/OutputGen/expr_output_gen.m +++ b/Core/OutputGen/expr_output_gen.m @@ -4,7 +4,16 @@ function this = expr_output_gen(name, expr) formula = STL_Formula(name, [expr '>0']); this = this@stl_monitor(formula); + this.signals ={name}; end + + function [time, Xout] = computeSignals(this, time, X, p) + this.init_tXp(time,X,p); + [time, Xout] = this.get_standard_rob(this.formula, time); + end + + end + end \ No newline at end of file diff --git a/Core/ParamGen/equal_param_gen.m b/Core/ParamGen/equal_param_gen.m index 62f26348..804cb475 100644 --- a/Core/ParamGen/equal_param_gen.m +++ b/Core/ParamGen/equal_param_gen.m @@ -1,20 +1,28 @@ classdef equal_param_gen < param_gen -% equal_param_gen enforces one param_out to be always equal to param_in - + % equal_param_gen enforces one param_out to be always equal to param_in + + properties + n_out + end + methods function this = equal_param_gen(param_in, param_out, p0) this.params = {param_in}; - this.params_out = {param_out}; - + if ~iscell(param_out) + param_out={param_out}; + end + this.params_out = param_out; + this.n_out= numel(this.params_out); + if nargin<3 p0= 0; end - this.p0 =p0; + this.p0 =p0; end - + function p_out = computeParams(this, p_in) - p_out = p_in; + p_out = repmat(p_in,this.n_out,1); end end - + end \ No newline at end of file diff --git a/Core/STL_ReadFile.m b/Core/STL_ReadFile.m index 6d85f30b..75c5a67b 100644 --- a/Core/STL_ReadFile.m +++ b/Core/STL_ReadFile.m @@ -41,6 +41,10 @@ if(fid==-1) error('STL_ReadFile:OpeningError',['Couldn''t open file ' fname]); +else + if nargout==0 + fprintf('---\nReading file %s for STL formulas\n---\n', fname); + end end % JOHAN ADDED @@ -161,6 +165,10 @@ phi = wrap_up(current_id, current_formula, new_params, in_signal_names, out_signal_names); props = [props, {phi}]; %#ok<*AGROW> props_names = [props_names, {current_id}]; + if nargout==0 + fprintf('%s = %s\n', current_id, current_formula); + end + catch err assignin('base', 'row_to_replace', num_line); fprintf(['ERROR: Problem with formula ' current_id ' at line ' ... @@ -174,7 +182,7 @@ current_id = tokens{1}{1}; try assignin('base', current_id, 0); - assignin('caller', current_id,0); + assignin('caller', current_id,0); catch error('STL_ReadFile:IdError',[current_id ' on line ' int2str(num_line) ' is not a valid id.']); end @@ -198,6 +206,10 @@ phi = wrap_up(current_id, current_formula, new_params, in_signal_names, out_signal_names); props = [props, {phi}]; props_names = [props_names, {current_id}]; + if nargout==0 + fprintf('%s = %s\n', current_id, current_formula); + end + catch err assignin('base', 'row_to_replace', num_line); fprintf(['ERROR: Problem with formula ' current_id ' at line ' ... diff --git a/Core/SignalGen/BreachSignalGen.m b/Core/SignalGen/BreachSignalGen.m index e33a7f8a..46b2d2bc 100644 --- a/Core/SignalGen/BreachSignalGen.m +++ b/Core/SignalGen/BreachSignalGen.m @@ -111,12 +111,14 @@ function InitSignalGen(this, signalGenerators) for isg = 1:numel(this.signalGenerators) sg = this.signalGenerators{isg}; - idx_psg = FindParam(this.P, sg.params); + idx_psg = FindParam(this.P, sg.params)-this.Sys.DimX; p_isg = p(idx_psg); ns = numel(sg.signals); [X(cur_is:cur_is+ns-1, :), tspan]= sg.computeSignals(p_isg, tspan); cur_is = cur_is+ ns; end + + end diff --git a/Core/SignalGen/cp_signal_gen.m b/Core/SignalGen/cp_signal_gen.m index 8c56f254..fcb75e95 100644 --- a/Core/SignalGen/cp_signal_gen.m +++ b/Core/SignalGen/cp_signal_gen.m @@ -64,8 +64,7 @@ if isempty(this.p0) this.p0=p0; end - - + this.params_domain = repmat(BreachDomain(), 1, numel(this.params)); this.signals_domain = repmat(BreachDomain(), 1, numel(this.signals)); @@ -101,7 +100,12 @@ end function type = getType(this) - type = 'varstep'; + type = 'cp'; end + + function args = getSignalGenArgs(this) + args = {'cp','method'}; + end + end end diff --git a/Core/SignalGen/random_signal_gen.m b/Core/SignalGen/random_signal_gen.m index e6e74e4f..7bf018b3 100644 --- a/Core/SignalGen/random_signal_gen.m +++ b/Core/SignalGen/random_signal_gen.m @@ -62,7 +62,7 @@ end if isempty(this.p0) - this.p0 = repmat( [0 0.1 1 -1 1] , 1, numel(signals)); + this.p0 = repmat([0 0.1 1 -1 1],1,numel(signals)); end % domains @@ -77,8 +77,8 @@ X = zeros(numel(this.signals),numel(time)); for isg = 1:numel(this.signals) - - rng(p((isg-1)*5+1), 'twister'); + this_seed= p((isg-1)*5+1)+1e9*(isg-1); + rng(this_seed, 'twister'); dt_min = p((isg-1)*5+2); dt_max = p((isg-1)*5+3); cp_min = p((isg-1)*5+4); diff --git a/Core/SignalGen/signal_gen_gui.m b/Core/SignalGen/signal_gen_gui.m index 4f2c4c90..b692b86a 100644 --- a/Core/SignalGen/signal_gen_gui.m +++ b/Core/SignalGen/signal_gen_gui.m @@ -1,5 +1,5 @@ function varargout = signal_gen_gui(varargin) -% SIGNAL_GEN_GUI MATLAB code for signal_gen_gui.fig +% SIGNL_GEN_GUI MATLAB code for signal_gen_gui.fig % SIGNAL_GEN_GUI, by itself, creates a new SIGNAL_GEN_GUI or raises the existing % singleton*. % @@ -129,7 +129,8 @@ function signal_gen_gui_OpeningFcn(hObject, eventdata, handles, varargin) % signal_types= { 'constant_signal_gen',... - 'step_signal_gen',... + 'step_signal_gen',... + 'cp_signal_gen',... 'fixed_cp_signal_gen',... 'var_cp_signal_gen',... 'pulse_signal_gen',... diff --git a/Core/SignalGen/sinusoid_signal_gen.m b/Core/SignalGen/sinusoid_signal_gen.m index 038a17cf..a8af0929 100644 --- a/Core/SignalGen/sinusoid_signal_gen.m +++ b/Core/SignalGen/sinusoid_signal_gen.m @@ -41,7 +41,7 @@ for i_s = 0:numel(this.signals)-1 % with the variable order: base, amp, decay, freq pi_s = p(4*i_s+1:4*i_s+4); - X(i_s+1,:) = pi_s(1) + pi_s(2) * exp(pi_s(3)*time) .* sin(pi_s(4)*time); + X(i_s+1,:) = pi_s(1) + pi_s(2) * exp(pi_s(3)*time) .* sin(2*pi*pi_s(4)*time); end end diff --git a/Core/m_src/append_or_linebreak.m b/Core/m_src/append_or_linebreak.m new file mode 100644 index 00000000..d3c6a40c --- /dev/null +++ b/Core/m_src/append_or_linebreak.m @@ -0,0 +1,19 @@ +function st= append_or_linebreak(st, st_new, prefix, max_char) + + if nargin <3 + prefix = ''; + end + if nargin <4 + max_char = 100; + end + + + lines = strsplit(st,'\n'); + len_last_line = numel(lines{end}); + if len_last_line+numel(st_new)< max_char + st = [st st_new]; + else + st = sprintf([st '\n' prefix st_new]); + end + +end \ No newline at end of file diff --git a/Core/m_src/create_breachset.m b/Core/m_src/create_breachset.m new file mode 100644 index 00000000..5100a70f --- /dev/null +++ b/Core/m_src/create_breachset.m @@ -0,0 +1,40 @@ +function B = create_breachset(dim, varargin) +% create_breachset(dim, varargin) +% +% returns a BreachSet object of various dimensions with default names for +% parameters ('p1', 'p2', etc), with domains [0,1] +% +% dim is the number of parameters or a string. If it is a string, tries to +% match it to 'load' a previous specific instance. +% +% reloading can also be done using the 'load' option +% Bfav = create_breachset(2,'load', 'fav') + +if nargin==0 + dim = 3; +end +opts.dim=dim; + +if ischar(dim) + opts.load = dim; +else + opts.load = 'default'; % used to 'save specific previous configurations' +end + +opts.prefix_params = 'p'; +opts.ranges = [0 1]; +opts.samples = 1; +opts= varargin2struct_breach(opts,varargin{:}); + + +switch opts.load + case 'default' + params = arrayfun(@(c)([opts.prefix_params num2str(c)]),1:dim, 'UniformOutput',false); + B = BreachSet(params); + B.SetParamRanges(params,opts.ranges); + if opts.samples > 1 + B.SampleDomain(opts.samples) + end + +end + diff --git a/Core/m_src/create_breachsignalgen.m b/Core/m_src/create_breachsignalgen.m new file mode 100644 index 00000000..9ad862e0 --- /dev/null +++ b/Core/m_src/create_breachsignalgen.m @@ -0,0 +1,47 @@ +function B = create_breachsignalgen(dim, varargin) +% create_breachset(dim, varargin) +% +% returns a BreachSet object of various dimensions with default names for +% parameters ('p1', 'p2', etc), with domains [0,1] +% +% dim is the number of parameters or a string. If it is a string, tries to +% match it to 'load' a previous specific instance. +% +% reloading can also be done using the 'load' option +% Bfav = create_breachsignalgen(2,'load', 'fav') + +if nargin==0 + dim = 3; +end +opts.dim=dim; + +if ischar(dim) + opts.load = dim; +else + opts.load = 'default'; % used to 'save specific previous configurations' +end + +opts.prefix_signals = 'sig'; +opts.ranges = [-1 1]; +opts.samples = 1; +opts= varargin2struct_breach(opts,varargin{:}); + + +switch opts.load + case 'default' + signals = arrayfun(@(c)([opts.prefix_signals num2str(c)]),1:dim, 'UniformOutput',false); + + sg = random_signal_gen(signals); + B = BreachSignalGen(sg); + + seeds_params = B.expand_param_name('_seed'); + global_seed_param_gen = equal_param_gen('seed', seeds_params); + B.SetParamGen(global_seed_param_gen); + + B.SetDomain('seed', 'int') + if opts.samples > 1 + B.SetParam('seed',1:opts.samples) + end + +end + diff --git a/Core/m_src/disp_cover_opts.m b/Core/m_src/disp_cover_opts.m new file mode 100644 index 00000000..06a5847c --- /dev/null +++ b/Core/m_src/disp_cover_opts.m @@ -0,0 +1,164 @@ +function disp_cover_opts(opts) + +st = ''; +if isfield(opts,'params') + params = fieldnames(opts.params); + st = sprintf('Parameters:\n-------------\n'); + for ip= 1:numel(params) + param_ip= params{ip}; + range_ip = opts.params.(param_ip).range; + grid_ip = opts.params.(param_ip).grid; + st_ip = [param_ip ' in [' num2str(range_ip(1)) ', ' num2str(range_ip(2)) '] with ' num2str(numel(grid_ip)) ' bins.']; + st = sprintf([st '%s\n'], st_ip); + end +end + +if isfield(opts, 'projections') + st_proj = sprintf('\nProjections:\n-------------\n'); + num_dim = numel(opts.projections); + for dim = 1:num_dim + st_dim=sprintf([num2str(dim) 'd: ']); + pref= repmat(' ', 1, numel(st_dim)+3); + this_dim_proj = opts.projections{dim}; + % first projection + this_proj = this_dim_proj{1}; + this_proj_st = this_proj{1}; + for j = 2:dim + this_proj_st = sprintf([this_proj_st '__x__%s'],this_proj{j}); + end + st_dim = append_or_linebreak(st_dim, this_proj_st,pref); + + % rest of it + for i = 2:numel(opts.projections{dim}) + this_proj = this_dim_proj{i}; + this_proj_st = this_proj{1}; + for j = 2:dim + this_proj_st = sprintf([this_proj_st '__x__%s'],this_proj{j}); + end + st_dim = append_or_linebreak([st_dim ', '], this_proj_st,pref); + end + st_proj = sprintf([st_proj st_dim '\n']); + end + st = [st st_proj]; +end + +if isfield(opts,'signals') + signals = fieldnames(opts.signals); + st_sigs = sprintf('\nSignals:\n-------\n'); + for ip= 1:numel(signals) + signal_ip= signals{ip}; + range_ip = opts.signals.(signal_ip).range; + grid_ip = opts.signals.(signal_ip).grid; + st_ip = [signal_ip ' in [' num2str(range_ip(1)) ', ' num2str(range_ip(2)) '] with ' num2str(numel(grid_ip)) ' bins.']; + st_sigs = sprintf([st_sigs '%s\n'], st_ip); + end + st = [st st_sigs]; +end + +if isfield(opts, 'signals_freqs') + signals_freqs = fieldnames(opts.signals_freqs); + if ~exist('st_sigs','var') + + st_sigs = sprintf('\nSignals:\n-------\n'); + end + for ip= 1:numel(signals_freqs) + signal_ip= signals_freqs{ip}; + range_ip = opts.signals_freqs.(signal_ip).range; + grid_ip = opts.signals_freqs.(signal_ip).grid; + st_ip = [signal_ip ' in [' num2str(range_ip(1)) ', ' num2str(range_ip(2)) '] with ' num2str(numel(grid_ip)) ' bins.']; + st_sigs = sprintf([st_sigs '%s\n'], st_ip); + end + st = [st st_sigs]; +end + +if isfield(opts, 'signals_projections') + st_proj = sprintf('\nSignals Projections:\n-------------\n'); + num_dim = numel(opts.signals_projections); + for dim = 1:num_dim + st_dim=sprintf([num2str(dim) 'd: ']); + pref= repmat(' ', 1, numel(st_dim)+3); + this_dim_proj = opts.signals_projections{dim}; + % first projection + this_proj = this_dim_proj{1}; + this_proj_st = this_proj{1}; + for j = 2:dim + this_proj_st = sprintf([this_proj_st '__x__%s'],this_proj{j}); + end + st_dim = append_or_linebreak(st_dim, this_proj_st,pref); + + % rest of it + for i = 2:numel(opts.signals_projections{dim}) + this_proj = this_dim_proj{i}; + this_proj_st = this_proj{1}; + for j = 2:dim + this_proj_st = sprintf([this_proj_st '__x__%s'],this_proj{j}); + end + st_dim = append_or_linebreak([st_dim ', '], this_proj_st,pref); + end + st_proj = sprintf([st_proj st_dim '\n']); + end +st = [st st_proj]; +end + + +if isfield(opts, 'time_signals_projections') + st_proj = sprintf('\nTime Signals Projections:\n--------------------------\n'); + num_dim = numel(opts.time_signals_projections); + for dim = 2:num_dim+1 + st_dim=sprintf([num2str(dim-1) 'd: ']); + pref= repmat(' ', 1, numel(st_dim)+3); + this_dim_proj = opts.time_signals_projections{dim-1}; + % first projection + this_proj = this_dim_proj{1}; + this_proj_st = this_proj{1}; + for j = 2:dim + this_proj_st = sprintf([this_proj_st '__x__%s'],this_proj{j}); + end + st_dim = append_or_linebreak(st_dim, this_proj_st,pref); + + % rest of it + for i = 2:numel(opts.time_signals_projections{dim-1}) + this_proj = this_dim_proj{i}; + this_proj_st = this_proj{1}; + for j = 2:dim + this_proj_st = sprintf([this_proj_st '__x__%s'],this_proj{j}); + end + st_dim = append_or_linebreak([st_dim ', '], this_proj_st,pref); + end + st_proj = sprintf([st_proj st_dim '\n']); + end +st = [st st_proj]; +end + +if isfield(opts, 'signals_freqs_projections') + st_proj = sprintf('\nSignals Frequencies Projections:\n-----------------------------\n'); + num_dim = numel(opts.signals_freqs_projections); + for dim = 1:num_dim + st_dim=sprintf([num2str(dim) 'd: ']); + pref= repmat(' ', 1, numel(st_dim)+3); + this_dim_proj = opts.signals_freqs_projections{dim}; + % first projection + this_proj = this_dim_proj{1}; + this_proj_st = this_proj{1}; + for j = 2:dim + this_proj_st = sprintf([this_proj_st '__x__%s'],this_proj{j}); + end + st_dim = append_or_linebreak(st_dim, this_proj_st,pref); + + % rest of it + for i = 2:numel(opts.signals_freqs_projections{dim}) + this_proj = this_dim_proj{i}; + this_proj_st = this_proj{1}; + for j = 2:dim + this_proj_st = sprintf([this_proj_st '__x__%s'],this_proj{j}); + end + st_dim = append_or_linebreak([st_dim ', '], this_proj_st,pref); + end + st_proj = sprintf([st_proj st_dim '\n']); + end +st = [st st_proj]; +end + + +disp(st); +end \ No newline at end of file diff --git a/Core/m_src/list_manip.m b/Core/m_src/list_manip.m index bf680d3a..99840e35 100644 --- a/Core/m_src/list_manip.m +++ b/Core/m_src/list_manip.m @@ -81,6 +81,19 @@ end end end + + function st = to_string_values(l, v, sep) + % display list of name: value + if nargin <3 + sep= '\n'; + end + st = [l{1} ': ' num2str(v(1))]; + if numel(l)>1 + for n = 2:numel(l) + st= [st sep [l{n} ': ' num2str(v(n))]]; + end + end + end end end \ No newline at end of file diff --git a/Core/m_src/sim_breach.m b/Core/m_src/sim_breach.m deleted file mode 100644 index 387389f7..00000000 --- a/Core/m_src/sim_breach.m +++ /dev/null @@ -1,36 +0,0 @@ -function [tout, X] = sim_breach(Sys, tspan, pts) -% -% Generic wrapper function that runs a Simulink model and collect signal -% data in Breach format (called by ComputeTraj) -% - - mdl = Sys.mdl; - load_system(mdl); - num_signals = Sys.DimX; - - params = Sys.ParamList; - for i = 1:numel(params)-num_signals - assignin('base',params{i+num_signals},pts(i+num_signals)); - end - - assignin('base','tspan',tspan); - - if numel(tspan)>2 - set_param(mdl, 'OutputTimes', 'tspan',... - 'OutputOption','SpecifiedOutputTimes'); - else - set_param(mdl, 'OutputTimes', 'tspan',... - 'OutputOption','RefineOutput'); - end - - try - simout= sim(mdl); - catch - s= lasterror; - warning(['An error was returned from Simulink:' s.message '\n Returning a null trajectory']); - tout = tspan; - X = zeros(Sys.DimX, numel(tspan)); - return; - end - - [tout, X] = simout2X(simout); \ No newline at end of file diff --git a/Core/m_src/sim_breach_old_ver.m b/Core/m_src/sim_breach_old_ver.m deleted file mode 100644 index 4cc821d9..00000000 --- a/Core/m_src/sim_breach_old_ver.m +++ /dev/null @@ -1,51 +0,0 @@ -function [tout X] = sim_breach(Sys, tspan, pts) -% -% SIM_BREACH breach interface with sim Simulink command -% - - mdl = Sys.mdl; - load_system(mdl); - num_signals = Sys.DimX; - params = Sys.ParamList; - - for i = 1:numel(params)-num_signals - assignin('base',params{i+num_signals},pts(i+num_signals)); - end - - assignin('base','tspan',tspan); - - set_param(mdl, 'OutputTimes', 'tspan',... - 'OutputOption', 'SpecifiedOutputTimes'); - - try - simout= sim(mdl); - catch - simout= sim(mdl, 'SimulationMode', 'normal'); - end - lg = simout.get('logsout'); - - tout = simout.get('tout')'; - Y = simout.get('yout'); - X = []; - if ~isempty(Y) - for i=1:numel(Y.signals) - xx = interp1(tout', Y.signals(i).values, tspan')'; - X = [X; xx]; - end - end - - if ~isempty(lg) - lg.unpack('all'); - end - - for i = Sys.DimY+1:num_signals - - sig = Sys.ParamList{i}; - xdata = eval([sig '.Data']); - xtime = eval([sig '.Time']); - xdata = interp1(xtime',xdata(:,1),tspan, 'linear','extrap'); - X = [X ; xdata(1,:)]; %% FIXME: SUPPORT FOR MULTIDIMENSIONAL SIGNALS - - end; - - tout = tspan; diff --git a/Core/m_src/varargin2struct_breach.m b/Core/m_src/varargin2struct_breach.m index 07e020cc..db164367 100644 --- a/Core/m_src/varargin2struct_breach.m +++ b/Core/m_src/varargin2struct_breach.m @@ -1,8 +1,17 @@ function strct = varargin2struct_breach(strct, varargin) % varargin2struct_breach(default_strct, varargin) Convert varargin given as pair % of name, values into a struct. Default is provided as strct. - +% +% +% % read the acceptable names + +% case when no default struct is provided +if ischar(strct) + varargin = [{strct} varargin]; + strct = struct(); +end + optionNames = fieldnames(strct); % count arguments @@ -13,7 +22,8 @@ opt_flds = fieldnames(opt); s = setdiff(opt_flds,optionNames); if ~isempty(s) - error('varargin2struct_breach:invalid_options', [ s{1} ' is not a valid option.']); + warning('varargin2struct_breach:invalid_options', [ s{1} ' is not a valid option.']); + fprintf('Possible options are: %s', list_manip.to_string(optionNames)); end for io = 1:length(opt_flds) @@ -34,7 +44,8 @@ % you can use "if strcmp(inpName,'problemOption'),testMore,end"-statements strct.(optionNames{idx}) = pair{2}; else - error('%s is not a recognized option name',pair{1}) + warning('%s is not a recognized option name',pair{1}); + fprintf('Valid options are: %s', list_manip.to_string(optionNames)); end end end diff --git a/Core/turbo_wrapper.m b/Core/turbo_wrapper.m new file mode 100755 index 00000000..49a40f50 --- /dev/null +++ b/Core/turbo_wrapper.m @@ -0,0 +1,5 @@ +function res = turbo_wrapper(x, brProblem) + +res = brProblem.objective(x); + +end diff --git a/Examples/Wordgen/SimpleUppaalTA.xml b/Examples/Wordgen/SimpleUppaalTA.xml new file mode 100644 index 00000000..8da5bba5 --- /dev/null +++ b/Examples/Wordgen/SimpleUppaalTA.xml @@ -0,0 +1,47 @@ + + + + // Place global declarations here. +clock c; +chan phase1,phase2; + + // Place template instantiations here. +Process = Template(); +// List one or more processes to be composed into a system. +system Process; + + + + + + + + diff --git a/Examples/Wordgen/Wordgen_Breach_Demo.m b/Examples/Wordgen/Wordgen_Breach_Demo.m new file mode 100644 index 00000000..f823231e --- /dev/null +++ b/Examples/Wordgen/Wordgen_Breach_Demo.m @@ -0,0 +1,58 @@ +%% Import a Timed Automaton as a Breach Signal Generator +% First we import a timed automaton defined with Wordgen web interface or prism, or Uppal. +% To configure the import, we need to specify the TA file, the desired +% length of time words, and options for wordgen. Then we need to inform +% Breach about how to convert labels into real values. + +TA_filename = 'driving_TA.prism'; +num_evts = 10; +signals = {'throttle','brake'}; + +%% Define ranges for the signals for all labels +% The signals will take values in these ranges unless specified otherwise +% on a per label basis. +labels_ranges.all__.throttle = [0 100]; +labels_ranges.all__.brake = [0 350]; + + +%% Definie specific ranges for each label, always starting with init label +% label init: Throttle takes default range but brake is 0 +labels_ranges.init.brake = 0; + +% label a: no acceleration and no braking +labels_ranges.a.throttle =0; +labels_ranges.a.brake =0; + +% label b: no acceleration, braking in range +labels_ranges.b.throttle =0; + +% label c: no braking +labels_ranges.c.brake =0; + +% label d: no acceleration +labels_ranges.d.throttle =0; + +% label e: no acceleration and no braking +labels_ranges.e.throttle =0; + +% label f: no acceleration and no braking +labels_ranges.f.throttle =0; +labels_ranges.f.brake =0; + +% label g: no braking +labels_ranges.g.brake =0; + +% label h: no braking +labels_ranges.h.brake =0; + +%% Create BreachSignalGen object which can generate signals from the TA +B_ta = BreachTASignalGen(signals, TA_filename,labels_ranges,num_evts); + +%% Uniform sampling +B_ta.SampleDomain(3) +B_ta.Sim(0:0.01:50); +B_ta.PlotSignals() + + + + diff --git a/Examples/Wordgen/driving_TA.prism b/Examples/Wordgen/driving_TA.prism new file mode 100644 index 00000000..ce077288 --- /dev/null +++ b/Examples/Wordgen/driving_TA.prism @@ -0,0 +1,23 @@ +pta +module m +s : [0..3] init 0; +x : clock; +y : clock; + +invariant + y<15 +endinvariant + +//Coasting to see, save fuel +[a] (s=0) & (y>2) -> (s'=3) & (x'=0) & (y'=0); //acceleration to coasting 00 +[b] (s=3) & (y>1) -> (s'=2) & (x'=0) & (y'=0); //coasting to brake 01 +[c] (s=3) & (y>1) -> (s'=0) & (x'=0) & (y'=0); //coasting to acceleration 10 + +//Braking cycle +[d] (s=0) & (y>2) -> (s'=2) & (x'=0) & (y'=0); //acceleration to braking 01 +[e] (s=1) & (y>1) & (y<2) -> (s'=2) & (y'=0); //coasting to brake 01 +[f] (s=2) & (y>1) & (y<2) -> (s'=1) & (y'=0); //brake to coasting 00 +[g] (s=2) & (y>1) & (x>3) -> (s'=0) & (x'=0) & (y'=0); //brake to acceleration 10 +[h] (s=1) & (y>1) & (x>3) -> (s'=0) & (x'=0) & (y'=0); //coasting to acceleration 10 + +endmodule diff --git a/Examples/Wordgen/test_SimpleUppaalTA.m b/Examples/Wordgen/test_SimpleUppaalTA.m new file mode 100644 index 00000000..18084c4f --- /dev/null +++ b/Examples/Wordgen/test_SimpleUppaalTA.m @@ -0,0 +1,22 @@ +TA_filename = 'SimpleUppaalTA.xml'; +num_evts = 10; +signals = {'sig1','sig2'}; + + +labels_ranges.all__.sig1 = [5 20]; +labels_ranges.all__.sig2 = [-10 0]; + +labels_ranges.phase1.sig2 = -4; % sig2 fixed in phase1 + +labels_ranges.phase2.sig1 = 10; % sig1 constant in phase2 + +B_uppaal = BreachTASignalGen( ... + signals, ... % signal names + TA_filename, ... % automata file + labels_ranges, ... % mapping between labels of time words and ranges/values for signals + num_evts); % length of words in number of labels or events + +B_uppaal.SampleDomain(10); +B_uppaal.Sim(0:.01:50); + +B_uppaal.PlotSignals() \ No newline at end of file diff --git a/Examples/reachcover/test_rand_cover_filter.m b/Examples/reachcover/test_rand_cover_filter.m new file mode 100644 index 00000000..c5698057 --- /dev/null +++ b/Examples/reachcover/test_rand_cover_filter.m @@ -0,0 +1,39 @@ +% In this experiment, we try to establish a template for input-output +% mapping coverage. +% +% The goal is to find a minimal input set that guarantees coverage of +% outputs. +% +% First we look at the reachable outputs, by bombarding with input signals, +% then we use basic filtering. +% + +BrDemo.InitAFC + +% setup input generation + +B = BrAFC.copy(); +B.SetParamRanges('Pedal_Angle_pulse_period',[.1 10]); +B.SetParamRanges('Pedal_Angle_pulse_amp',[0 100]); +B.SetParamRanges('Pedal_Angle_pulse_width',[0 1]); +B.SetParamRanges('Pedal_Angle_pulse_delay',[0 10]); + +Engine_params = B.expand_param_name('Engine_Speed'); +B.SetParamRanges(Engine_params, [900 1100]); + +% Generate +B.QuasiRandomSample(100); +B.Sim() +B.PlotSignals('AF') + +%% Compute coverage +Bc = B.copy(); +opts = struct; +opts = B.SetCoverageOptions(opts,'ParamsMode','off'); +B.GetCoverage(); + +%% +Bp = B.copy(); +opc = Bp.SetCoverageOptions('ParamsMode','off', 'IncludeSignals',{'AF','MAF'}); +disp_cover_opts(opc) +Bp.GetCoverage(opc) \ No newline at end of file diff --git a/Ext/Specs/AFC_simple_spec.stl b/Ext/Specs/AFC_simple_spec.stl index 14196699..406ff1ee 100644 --- a/Ext/Specs/AFC_simple_spec.stl +++ b/Ext/Specs/AFC_simple_spec.stl @@ -1,3 +1,4 @@ +signal AF, AFref # We declare parameters with default values param tol=0.01, af_ref=14.7 AF_abs_ok := abs(AF[t]- AFref[t]) < tol*af_ref diff --git a/Ext/Toolboxes/turbo/CONTRIBUTORS.md b/Ext/Toolboxes/turbo/CONTRIBUTORS.md new file mode 100755 index 00000000..4fd0bc8a --- /dev/null +++ b/Ext/Toolboxes/turbo/CONTRIBUTORS.md @@ -0,0 +1,2 @@ +Code written by: +- David Eriksson diff --git a/Ext/Toolboxes/turbo/LICENSE.md b/Ext/Toolboxes/turbo/LICENSE.md new file mode 100755 index 00000000..488547e4 --- /dev/null +++ b/Ext/Toolboxes/turbo/LICENSE.md @@ -0,0 +1,41 @@ +"License" shall mean the terms and conditions for use, reproduction, and distribution as defined by the text below. + +"You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License. + +"Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. 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Uber Technologies, Inc. reserves all rights not expressly granted to you in this License. diff --git a/Ext/Toolboxes/turbo/README.md b/Ext/Toolboxes/turbo/README.md new file mode 100755 index 00000000..a49c27a3 --- /dev/null +++ b/Ext/Toolboxes/turbo/README.md @@ -0,0 +1,95 @@ +## Overview + +This is the code-release for the TuRBO algorithm from ***Scalable Global Optimization via Local Bayesian Optimization*** appearing in NeurIPS 2019. This is an implementation for the noise-free case and may not work well if observations are noisy as the center of the trust region should be chosen based on the posterior mean in this case. + +Note that TuRBO is a **minimization** algorithm, so please make sure you reformulate potential maximization problems. + +## Benchmark functions + +### Robot pushing +The original code for the robot pushing problem is available at https://github.com/zi-w/Ensemble-Bayesian-Optimization. We have made the following changes to the code when running our experiments: + +1. We turned off the visualization, which speeds up the function evaluations. +2. We replaced all instances of ```np.random.normal(0, 0.01)``` by ```np.random.normal(0, 1e-6)``` in ```push_utils.py```. This makes the function close to noise-free. Another option is to average over several evaluations using the original code +3. We flipped the sign of the objective function to turn this into a minimization problem. + +Dependencies: ```numpy ```, ```pygame```, ```box2d-py``` + +### Rover +The original code for the robot pushing problem is available at https://github.com/zi-w/Ensemble-Bayesian-Optimization. We used the large version of the problem, which has 60 dimensions. We have flipped the sign of the objective function to turn this into a minimization problem. + +Dependencies: ```numpy```, ```scipy``` + +### Lunar + +The lunar code is available in the OpenAI gym: https://github.com/openai/gym. The goal of the problem is to learn the parameter values of a controller for the lunar lander. The controller we learn is a modification of the original heuristic controller which takes the form: + +``` +def heuristic_Controller(s, w): + angle_targ = s[0] * w[0] + s[2] * w[1] + if angle_targ > w[2]: + angle_targ = w[2] + if angle_targ < -w[2]: + angle_targ = -w[2] + hover_targ = w[3] * np.abs(s[0]) + + angle_todo = (angle_targ - s[4]) * w[4] - (s[5]) * w[5] + hover_todo = (hover_targ - s[1]) * w[6] - (s[3]) * w[7] + + if s[6] or s[7]: + angle_todo = w[8] + hover_todo = -(s[3]) * w[9] + + a = 0 + if hover_todo > np.abs(angle_todo) and hover_todo > w[10]: + a = 2 + elif angle_todo < -w[11]: + a = 3 + elif angle_todo > +w[11]: + a = 1 + return a +``` + +We use the constraints 0 <= w_i <= 2 for all parameters. We use ```INITIAL_RANDOM = 1500.0``` to make the problem more challenging. + +For more information about the logic behind this controller and how to integrate it with ```gym```, take a look at the original heuristic controller source code: https://github.com/openai/gym/blob/master/gym/envs/box2d/lunar_lander.py#L364 + +Dependencies: ```gym```, ```box2d-py``` + +### Cosmological constant +The code for the cosmological constant problem is available here: https://ascl.net/1306.012. You need to follow the instructions and compile the FORTRAN code. This gives you an executable ```CAMB``` that you can call to run the simulation. + +The parameter names and bounds that we tune are the following: + +``` +ombh2: [0.01, 0.25] +omch2: [0.01, 0.25] +omnuh2: [0.01, 0.25] +omk: [0.01, 0.25] +hubble: [52.5, 100] +temp_cmb: [2.7, 2.8] +hefrac: [0.2, 0.3] +mneu: [2.9, 3.09] +scalar_amp: [1.5e-9, 2.6e-8] +scalar_spec_ind: [0.72, 5] +rf_fudge: [0, 100] +rf_fudge_he: [0, 100] +``` + +## Examples +Check the examples folder for two examples on how to use Turbo-1 and Turbo-n. + +## Citing us + +The final version of the paper is available at: http://papers.nips.cc/paper/8788-scalable-global-optimization-via-local-bayesian-optimization. + +``` +@inproceedings{eriksson2019scalable, + title = {Scalable Global Optimization via Local {Bayesian} Optimization}, + author = {Eriksson, David and Pearce, Michael and Gardner, Jacob and Turner, Ryan D and Poloczek, Matthias}, + booktitle = {Advances in Neural Information Processing Systems}, + pages = {5496--5507}, + year = {2019}, + url = {http://papers.nips.cc/paper/8788-scalable-global-optimization-via-local-bayesian-optimization.pdf}, +} +``` diff --git a/Ext/Toolboxes/turbo/SavingAllDataInJsonFolderTurbo.m b/Ext/Toolboxes/turbo/SavingAllDataInJsonFolderTurbo.m new file mode 100755 index 00000000..85beb702 --- /dev/null +++ b/Ext/Toolboxes/turbo/SavingAllDataInJsonFolderTurbo.m @@ -0,0 +1,41 @@ +function SavingAllDataInJsonFolderTurbo(lower_bound, upper_bound, maxNumberOfIterations) + +%% Initialize the scenario: Input parameterization for falsification problem in a "json" file +inputsRange = [lower_bound, upper_bound]; +numberOfInputs = length(inputsRange(:,1)); + +%% Creating the scenario +scenario = {}; +scenario.optimization_iterations = maxNumberOfIterations; +scenario.number_dimensions = numberOfInputs; + +scenario.input_parameters = {}; + +%% Generating input parameters: x1,x2,...,xn and filling their values +for i = 1: numberOfInputs + eval(['x' num2str(i) ' = ' mat2str(inputsRange(i,:)) ';']) +end + +%% Adding input parametrs to main scenario +for i = 1:numberOfInputs + eval(['scenario.input_parameters.x' num2str(i) ' = x' num2str(i) ';']) +end + +%% Creating "json" file and save all assigned values +jsonFileName = sprintf('scenario.json'); +openJSONFile = fopen(jsonFileName,'w'); +encodedJSON = jsonencode(scenario); + +%% Cleaning the "json" file to make it more readable and every data to be in one line +encodedJSONCommaClean = strrep(encodedJSON, ',"', sprintf(',\r"')); +encodedJSONOpenBracketClean = strrep(encodedJSONCommaClean, '{"', sprintf('{\r"')); +encodedJSONCloseBracketClean = strrep(encodedJSONOpenBracketClean, '}', sprintf('\r}')); +encodedJSONColonBracketClean = strrep(encodedJSONCloseBracketClean, ':{', sprintf(':\r{')); +encodedJSONColonBracketCleanBracket_begin = strrep(encodedJSONColonBracketClean, '["', sprintf('"')); +encodedJSONColonBracketCleanBracket_end = strrep(encodedJSONColonBracketCleanBracket_begin, '"]', sprintf('"')); + +fprintf(openJSONFile, encodedJSONColonBracketCleanBracket_end); +fclose(openJSONFile); + + +end \ No newline at end of file diff --git a/Ext/Toolboxes/turbo/examples/Turbo1.ipynb b/Ext/Toolboxes/turbo/examples/Turbo1.ipynb new file mode 100755 index 00000000..7226a00c --- /dev/null +++ b/Ext/Toolboxes/turbo/examples/Turbo1.ipynb @@ -0,0 +1,254 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Simple example of TuRBO-1" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from turbo import Turbo1\n", + "import numpy as np\n", + "import torch\n", + "import math\n", + "import matplotlib\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Set up an optimization problem class" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "class Levy:\n", + " def __init__(self, dim=10):\n", + " self.dim = dim\n", + " self.lb = -5 * np.ones(dim)\n", + " self.ub = 10 * np.ones(dim)\n", + " \n", + " def __call__(self, x):\n", + " assert len(x) == self.dim\n", + " assert x.ndim == 1\n", + " assert np.all(x <= self.ub) and np.all(x >= self.lb)\n", + " w = 1 + (x - 1.0) / 4.0\n", + " val = np.sin(np.pi * w[0]) ** 2 + \\\n", + " np.sum((w[1:self.dim - 1] - 1) ** 2 * (1 + 10 * np.sin(np.pi * w[1:self.dim - 1] + 1) ** 2)) + \\\n", + " (w[self.dim - 1] - 1) ** 2 * (1 + np.sin(2 * np.pi * w[self.dim - 1])**2)\n", + " return val\n", + "\n", + "f = Levy(10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create a Turbo optimizer instance" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using dtype = torch.float64 \n", + "Using device = cpu\n" + ] + } + ], + "source": [ + "turbo1 = Turbo1(\n", + " f=f, # Handle to objective function\n", + " lb=f.lb, # Numpy array specifying lower bounds\n", + " ub=f.ub, # Numpy array specifying upper bounds\n", + " n_init=20, # Number of initial bounds from an Latin hypercube design\n", + " max_evals = 1000, # Maximum number of evaluations\n", + " batch_size=10, # How large batch size TuRBO uses\n", + " verbose=True, # Print information from each batch\n", + " use_ard=True, # Set to true if you want to use ARD for the GP kernel\n", + " max_cholesky_size=2000, # When we switch from Cholesky to Lanczos\n", + " n_training_steps=50, # Number of steps of ADAM to learn the hypers\n", + " min_cuda=1024, # Run on the CPU for small datasets\n", + " device=\"cpu\", # \"cpu\" or \"cuda\"\n", + " dtype=\"float64\", # float64 or float32\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Run the optimization process" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Starting from fbest = 20.98\n", + "50) New best: 15.65\n", + "80) New best: 11.27\n", + "90) New best: 9.325\n", + "100) New best: 8.288\n", + "110) New best: 6.944\n", + "120) New best: 5.974\n", + "140) New best: 5.951\n", + "160) New best: 5.905\n", + "170) New best: 5.905\n", + "180) New best: 5.822\n", + "190) New best: 5.785\n", + "200) New best: 5.759\n", + "220) New best: 5.738\n", + "230) New best: 5.683\n", + "240) Restarting with fbest = 5.683\n", + "Starting from fbest = 32.5\n", + "320) New best: 5.526\n", + "330) New best: 3.95\n", + "350) New best: 1.736\n", + "370) New best: 1.229\n", + "410) New best: 1.206\n", + "420) New best: 1.193\n", + "430) New best: 1.191\n", + "440) New best: 1.163\n", + "450) New best: 1.145\n", + "460) New best: 1.06\n", + "480) New best: 1.024\n", + "490) New best: 1.01\n", + "500) New best: 1.001\n", + "530) Restarting with fbest = 1.001\n", + "Starting from fbest = 12.85\n", + "730) Restarting with fbest = 8.634\n", + "Starting from fbest = 9.62\n", + "890) Restarting with fbest = 5.87\n", + "Starting from fbest = 25.71\n" + ] + } + ], + "source": [ + "turbo1.optimize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Extract all evaluations from Turbo and print the best" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best value found:\n", + "\tf(x) = 1.001\n", + "Observed at:\n", + "\tx = [-3.006 0.914 3.659 0.853 0.033 -0.203 1.199 0.812 -0.301 2.42 ]\n" + ] + } + ], + "source": [ + "X = turbo1.X # Evaluated points\n", + "fX = turbo1.fX # Observed values\n", + "ind_best = np.argmin(fX)\n", + "f_best, x_best = fX[ind_best], X[ind_best, :]\n", + "\n", + "print(\"Best value found:\\n\\tf(x) = %.3f\\nObserved at:\\n\\tx = %s\" % (f_best, np.around(x_best, 3)))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot the progress\n", + "Each trust region is independent and finds different solutions" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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r+mxsgXWzBlt4V7teOxSY41uEHZJinOuP97JuJUEr2Mj5qU8kPCGUgl9vptf40tYGF11UHsGs5XVcqPh2DrBC1/WOjNdnu5/E4/HhooUYwErFgL3qybyQBuzBRs5PfRLVRgxCsKj0+PLAAyrbt9fmOs5rGcfj8UFd10/JENrPA1vd2+m6vhw7XjwHmO2OKefj/QMH2LT+ADt2HJZcdcme8ezYobB+/QG6u8c9P/eLX8BDDzXzzDONnHDCJGedNc5bb/n5xWgzPJzpxKgNUTw/QTm2QeXxx2cxOjor7bXRUdi2bRRdP5Dzc3Jci8Mw7Htr375GTjzRvrdyWWxRPbaVGl8MA77znSMYz5AdP9dxOSgYM47H47udx0m3dTdwimuTrcDb8Xh8OLnNGl3Xl8fj8bWFvvvgtjZefPFQxsbSO6eMjSm89NKhtLfnbrv15S87j5qBWTm3qzfa29trvQtANM9PUI5tEDnjDJWf/Sw7PHH66a20tzfn/awc18I4HapWrNB47TW7sZEfF2pUj20lxpfeXpXXX4/hXuMAoKnJ33VcKsWWNm0APue2lD3c0w9ix5QLijGWJTFGoSCSGBR8pL6/cjihvG3b1GR3QalUqARe3RvB4sgjrapcx77FWNf1VcAqD0v5HeBQxzLGTvjKjDF7Y1lyEwt5kcSgcCD1/ZXDu5zHRioVykdnp0VbW7ph2NQEq1dXp8Wm3zrjZcCD8Xh8a/L5yS5RXu0SYrCF2Hdpk9zEQj6kbjk8SH1/Zci38pl4EctHLsOwWuOMnzrjbuzErK1JS3gOcAmwOx6PD+u6nhk6vwi40tevJ0ub5CYWciF1y0K94xXKi0qjiyBRa8PQT53xg8mna1xvbXQ9Xpvs0DUMzAXWxONx9/u5KcN6xl5IjDE6SE6BUO9krnzW1ARHHWVx000GZ58tY1s5qaVhWKi0aZjM1DLvbXyVMmVRATGWGGO0kJyCyiIT1+BTa4tNqA61XSjCLP+AKjHGaCEDUeWQiWt4kFCef8I6wQzkqk2lIDHG6CEDUWWQiasQNcI8waxtr7oSxNgpgr/hBo3eXnW6faYTY3QjMUZByCbfxFUQgkqusR/C3ZY1lJZxvtmPxBgFwR+SHCeEjUKWbzGe0aC5s0MpxoXcaxJjFITCyMRVCBuFxn6/E8wgurNDKcaFZj8SYxSEwkhynBA2Co39fieYQcyXCGU2tbjXokPQXEX1hkxchTBRaOz3O8EMYqJvKC1jca9FgyC6igRBCC5+xn4/E8wgGnShFGNxr0WDILqKBEEILuUa+zNFvaUFOjpM+vsVQK2JnoRSjEHca1EgiK4iQRCCTTnGfreo9/crbNqkMjioct11tfPQhbbOOBf5atCEYCE14YIg1ApH1Lu6LAYHlZrXJofWMvZCYpDhQmL/giDUmqB46CIlxhKDDBcS+xcEodYEJZkrlKVNuQjKDEfwj8T+o4eUq3kjxyWYBMVDV1sxLjNBmeEIQr0ioSJv5LhUH7+Tn6B46CLlpg7KDEeoLmJxBAcJFXkjx6W6FDv5CYKHLlJiHJQZjuCPcoioWBzBQkJF3shxqS5hnPxESowhGDMcoTDlEtEw3nRRRkJF3shxqS5hnPxErs5YCAflWndU1uQNFk6oqK3NQlEs2tosCRUhx6VUiu0fEcYeBpGzjIVwUK6Zq1gcwUJCRd7IcZk5M/GihTF/KFKlTUJ48BLRlhaYmoIbbtB8x5DDeNNFHQkVeSPHZWbMJBQVxsmPWMZC1XAnbM2fb7FwocmuXalG7U1N8MMfakXFkMN40wlCJchMiOzqqvUelYeZetHCNvkRMRaqgperaeFCk9tvT7Bnj8LUlC3EM0nECttNJwjlxuv+6uw8nF/+ktBPTOslFCUJXEJJ+E2s8ErY2rVLRVVh5UqDWAxJxAo4sghLcPG6v/r7G6u+2EElqJfkt5paxoqIcagpJrHCy9U0MgIbNthrh9bL7DesSD137fBTj+91f42NKYEu5fFLvYSixE0tzJhiEiu8xBbg3ntV/vCHGPfck6Cjw2L/fkgkJBEraEg9d23wOwnyToi0IjOZrYdQlLiphRlTTI2v42pqarIA57wrjI8r7NihcuaZDTz/vB07jsWgo8PkvvvE6goKUs9dG/zW43u5cru6JiMzmc0XIjEM2LxZ5fLLY1x+eYwtW8IZQgl9aZP0Ja4dxbiWHVfT174W48470weS0VF49lmFyUl7YJ+agsFBla1bxeoKChJGqA1+M4m9XLldXW+gae3V3eEKMDkJZ5zRwP79SprXbMuWBADnnBPjkUfUaTm56y6VM880uf/+cE3mayrGL78EHzRmnu0ncazaUmyNr6bBxRebbN6spg3qDQ22ALsJeuu6ekPquWtDsRNetyt3aKhKO1lBDAPOOCPGnj0KkB0iAdi+XcU0Ux4a04QnnghfCKWmYvz61r30LvgxX/+6iToDh/n2xKns3HE6I6MSx6oFM0ms8BrUOzpMBgdVsboCTL0k0QQNP5OgKHsH+/pU9u9XcYTYwZmsWxZMTGR/bnw8fJP5morxqeZ2Tn1uO1w5s89/BljAY2zjjOnXxKKqLsUmVngN6t3dJuedl+3hEKsrWNRDEk3QKDQJyucdjAIDA0qW1wxsb5ozWW9qyhbk5ubwTeZrGzMuA59teJRtUykxFosq+HgN6mJ1CYI3+SZB+bLcdb3KO1oBHDd9etzc4hOfsMcIw4CPf9xi375UPrCqwqmnhm8yXzMx/hf+GoCGmEVPj8WxH/UvoOr27ahPPgnAMR9O0DZkiUUVcsTqEoTiyZfgFQUx7ukx+dSnTHbssC3/hgY4/niTxx+3Lf/zzosxOGi7qzUNPvABi1tvNViyJHyT+ZqJ8XeUf54Wzz+7K4FRzIH7/venxfi/XZbgsM6EWFSCINQdUc9yz+em7+1Vk+552ytgGPD++7Zgh1EDaibG11xjzFw8XdleqmmIRSUIQl2SL8HrrbdqvXflIZfXrFzLsAaFmonxypUlVGW71dtV3R3lrELBRs5xMJHzUhvqOcs9al4BX2Ks6/qK5MOFwK54PL7a4/1BYA5APB5fW86dzMJ9pSUrvaXmOPrIOQ4mcl5qS73mW0St9r2gGOu6viYej3/D9fxJXddxBFnX9VXYAr3Rea7r+jLneUVwFyUnLWPpnRt95BwHEzkvM6cYj4J4H9LJVSYZ1mOUV4x1XZ8NDGe8vAZYBTjW8fJ4PO6uFH4Qu3K4cmLsYRlHLX4gZCPnOJjIeZkZxXgUxPvgjdsrEPZjVKjv1Rxgha7rHRmvzwbQdf1kj8+8DXSXYd9y4yHGTvzATWMjzJsXzvhBPVDs+rhe5zjMMaKoIOdlZvhdBKLYbeuVsB+jvJZxPB4f1HX9lHg8Puh6+fPA1uTjOdji62YYbKs6Ho9nWtXTDJXQOPWg0VEOTT4ee+89hoeG6OqCBQsO54knmqYbhk9NwT//s4GuvxGKmVGpDA/nPNyBwzDg0ksPp79fY2xMoaXFoqvL4I47cp+rri7o7Dyc/v7G6c90dk7S1fVGxfvwhunYVptSzks9H9fHH5/F6OistNdGR2HbtlF0/YCvbR97bJTh4Un27WvkxBMnOeus8en7p96Obb7j2dV1gIceavY8TkGhYMw4Ho/vdh4n3dbdwCnJl2aTTNpy4YjzHLJd3NO0t898NRHtkEOmH7c0NdGY/K7vfEfl0kthfNyOXZkmPPVUE/39R9RN7KqU41pNentVBgZi0zWCo6MKAwOFz9Uvfwl9fYYrc1Sp2so0YTm2taCU81Kvx/WMM1R+9rPsbODTT2+lvb254LYtLfDggwezZo2S0y1bT8c21/H81Kda+epXDwq8+7pY+30D8DmXpewlto44Z1rMZcNyHUHFtQzj008rWT1KZc3V2lDIBT3T9XGdGNHKlXZ9eZBupnpGzkvxeK1BnCsb2GvbuXNNBgeV0Lply4lh2P/a2y2am9OPp6IQCve17zrjZNb0KreljC24szM2nQ2Qz0VdMh7Z1BC9urOw4ieRotRz5Yj93Xfb18KyZSZnny0iIISHYmqEvbbt71e47rr07eoxcc493oyM2AtHHHusxU03GZx9tsmqVVooEgz91hkvAx6Mx+Nbk89Pjsfju+Px+G5d1zNFdw6pmHJlyCHGUas7Cyt+Sl1KOVeGEZ0FxYX6ppga4extVTE+sMcbu3e1Pd5MTMDrr9syoWnhMdIK2um6rndjC2xc1/XZyczqS1ybrE2KtcPnscufKodHNrXz8pYtCdatS3DNNQbr1iUCFxeoB/y4oEs5V319qmtBcfufaSrTC4oLQtTwCvt4ua4XLjQxTbjhBo2tW5sLVihEgd27vceb/n57vCkmHFBL/NQZP5h86hbY6RrieDx+pa7rK5KC3AE8X9GGH5DTMob67UYTJPzORGd6rgYGsnMDIJwLigtCIfKFfdyu63nzLH78Y5WvfCXG6Ci0tBzGunVW5A2SRI6lmx1pCEvL0EKlTcPYpkdeMttjVpwcvamFYFDpcEFnpxWZBcUFoRCFwj7OhLa3V2XXrtR2o6MKO3dake6EZhhw553e3rCYS93CYKSF06eXw00tBINKhwt6ekxOO81EVS3A/qeqVigXFBeEQvitPJhphUKY6etTee01J1yVoqnJnrSHiZqt2lQSedzUQjCo5ExU0+D++xP09qrcc499LVx4oWRTC9HEb9gnLIlK5cQ7ZGVx1FFW6Cbm4RRjsYzrHk2Dc881OfdcOf9C9HAvCjF/vp2YtWtX/rBPZniopcVi0aLwiVIxdHZatLWlT0CammD1aiN0E3MRY6EqyIozguAPr4SthQtNbr89wZ49uROQMhOVjjnmHS65ZFZk7zN3o4/XXrNzSJyJShhj5OEUY3FTh4pCTUBKEWoReSFqeCVs7dqloqp2h7N8uMNDQ0PjaNqsvNuHlUKNPsI4BoRTjH1mU8tAHQzyZYP29JgzXvYs7Eum1QtyHxaHLElZmMwxZWIChoZSjT7CSPjFOIebWgbq4JA/y3PmC9PLovbBR+7D4qnHRKxiqfSEpRYTyHCWNrnc1EoOy/iBB+wuTUFvDl4P5FvvtpRyjHos5QgbYV9jthaEpWNULankGtrOBPKyy2Jce63GZZfFWLIkVvGIaCjvCKuAm9ow4O/+TmN8PP11GahrQ77BpZSbSha1Dz4yYSoeaetbmJlOWAqtJge1m0CG003tTuDycFP39am8+qp3IbgM1NUnXzu6Qt268rmLZGGQ4DMTl6vEmMPRMaqWzKTFpd+QSa1i9uEXY4+pTa5C8COOsOjuNpML29fvjV4Lcg0u+W6qQjdPWHrO1jPFTpgkxiz4pdgJi98ck1rF7MMpxgXc1M7BzJzdtLXBF74Qyyqelxu9tuS6qfzcPGJBBJtiJ0ySlCdUCi+Ld2QENmxIN85q5XELvxh7uKl7ekzmzjXZs0cl5apWeO45eP55hfFxudHDgJR4hJtMd/OKFYW7Isk5FyqFl8WrqnDvvWpaw5DM1bCq5XELpxgXiBlrGixdarF3L1guz4LXsntyowcXKfEILzN1N8s5FypFpsXb2AhTU+Q0zqrtcQtlNrWfph9dXdmZtk1N9jJ7buRGDy5S4hFeZpqRKudcqBSZWernn2+mGWtQ20z/cFrGPpp+ZDdNh44Ok/ffV/jDH9L7mMqNHkwkQSu8zNTdLOdcqCTuHJPeXpXNm9XAeGHCKcY+elO7b+r+foVNm1QGB6PTxzSqeJW1SIJW+CjF3SxJeUI1CFppZDjF2GdvauemBpV/+iclUn1Mo4iUtUSHoA10gpBJ0Lww4RTjAglcmUiGZjiQspbw4/Zs/OVfmnzzm2beZf9yfVZ6AAjVIEhemHCKsU/L2EEyNMOBTJrCTSmeDfGKlIbXREYIF5HIpi7Ub1QyNMOB9JoON6X09PX67GOPqVx/vSZLlhegVgsbCOUlnJZxhpu60Iw6MzYwb56FosCqVZq4wwJErgz4/n57qUU5T8GmFM+G12enpuDmmzW2b1fEQs5DrvDOQw818+Uv13jnBN+EUowNl0E//JbJ9lfVgl21nNhAT4+4w4JKrgz4666T8xQGSgkHeX0WFCYnJW+gELkmQc8801ibHRJmROjc1IYBXwJi7/wAACAASURBVP160/TzOe++yPh4+s3uLtzOdGE/8ICsrxpknElTV5fF4KAi5ylElBIOcj7b0GAB6ffzyAhJ74jghVd4JxaDyUlfKTWRw88yiUEkdJZxX5/KroGmtNc+xU52cOr0c2epRK+kkPZ2S5KEQoAkcwWPQtnOjmejt1flnntULAuWLfNnzTqfvf56jZtu0piaSn9/0yaVq64q3Nu6HnEmMjt2qNP3zNQU/PznB7NnjxUpb1KhazDMiYChE+OBAYXBsSPTXvsYz7nE2OLII+2T5BVLeeUVW6zHx1OflySh4CEZ8MGimEHuJz9Rp7fbvFn1PRhqGlx9tcHmzUrWIi+Dg4irOgPHArz7bpXDD7c9SvfdpzI1ZR+30VGFnTutyBw3P9dgmMsjQ+fz6+y0aG1T+Dlfm37tIN6fftzUBKtX2zPogQElIwYFiYT9v2RWBxvJgA8WfjOlS8mohtQiL0qGV7qWPYODiGHAOefEuOSSGHfeqXLXXSobN6pZHoUoHTc/11Y+j1rQCZ1l7AzSI48cDMlYQBuO4locd5w1PQPq7LRoaspcrUnBsiz++q8NGhqoedcVwZugdcepd/yGDXJt52TEDwwozJ9vi+3TTysce2wzl1ySXq3oLPIiXpHc9PWpbN+uYpqZIpN+jKJ03Pxcg2H2qIVOjJ1B+oFFbbDPfs1tGS9dmhqwe3pMjjrK4oUXIOXyshMbGhpg5cqQRPYjTL4YUJC649Q7fgc5r+1aWuyYr92SNlWZaFnQ0nIY69alxzWllWZhBgYUzyVhU+OcRVOTxaJF0WkA4ucaDPO1EzoxBnuQ/kRX67QYO5ZxW5s9q3Zvd9NNBpdeGpMYcQAJc7JFveF3kPParqPDTC7SYguFu4OtV1xTvCKF8fb6pbN48Rh33BGLzHHzcw3O9NoJQivWUIoxwHEnt8Ed9uODeS9nTPHss01OOy2cM6WoE+Zki3rD7yDntV1/v8J11+X+bi93t3hF8tPTY49rjzyiuiY3Ke9fWxuce+4omjarJvtXCYq5Bou5doJiFIRWjC1XYd2Jx45w+80Jz+UQZZYdXKR8KVz4HeQytzNNNauCwY14qopH0+D+++0yso0bVX79a5V337XS1mk/66xxIDpiDJWZpAXFKAilGBsGrP7RIfwP5/nLr/LAqj0s/pCB4iGyMeCcjkYWn/0JDFOpuTtCsAlzsoXgD8OA225TmZwEd3KRqjox42jFNauJpsG555qce6457WZ1GxxvvVXrPSydariPg2IUhFKM+/pUnnruoOnnZ5m/4qxdp8Bp+T9nnPVZzrb62LlLkxhlAAhzsoXgj74+lV270rN+GxstvvMdg6YmOOaYd7jkklly/5VIFN36M3Efz0S8g2IUhFKMBwYUfjtxTNGf0x76v7za8l+MjNmflRhlbZEQQvTJtQBEUxOsWGGwfr0s2CJ4U6z7eKax36AYBb7EWNf1ZcDCeDx+pcfrHcBG4G1gObAxHo8PlntH3XR2WtzSdgIrR27gIjagYaCq8JGjLQ72CJEo+/ejJKvhzbH09EOJUdaWKM7ohRS5rI558yyWLImxY8dhjI0p4qUSsijWfTzT2G9QjIK8YqzrejdwMvB5wEtg5wCrkv+Gga9XWoghNZP50c6rWDV6VdqNPOVxABvmz0f53e8AOKjFgLHUexKjFITKkcvqUBSSr0km/UwJQjlOJSnWfVxK7FfTSFrC9vGsxZKtecU4Ho9vBbbqun4YMDvHZocCc6ohwg5Fz2RcbyyYn+C3+yyJUQpCFch1r65apeUdOKMoNOX8m4JSjlNJinUfFxLvfMc/CMez5JhxPB4fxraKq0pR7k011bv0Jz+a5Av/lZAYpSBUEGfg271bwTTt+7WrK3W/5Rs4gzAwlpty/01BKcepJMUaXfnEO/P4t7TA3LkmS5dadHVZmCY1P54li7Gu68ux48VzgNnxeHx1yXtVblxnT1NMiVEKQgVxBj73kn5gN6JwBCi17J+SFjPOtdpa2IWm3H+T1yI4IyPRy38pxujKJ969venHf3QU9uxR2bs3OEvrlirGW4G3k9Yxuq6v0XV9eTweX1v6rpURl2UcmpWmBSGkOMLjxIMdMgVoy5YE69cf4KWXDk0bOINS91lOyv03zZ9voarprUVV1U6Mq2dyibfX8bcXDbKvy1dfrf3SuiWJsUec+EHsZK6CYjw0NFTKTxfFB02TxuTjd958k8kq/nY1GR6uerSgbpBj65/HH5/F6Kh356fRUdi2bRRdPwCArg/T3W2PgE6TimOPbaal5bA0MW9psTjmmHcYGsrRxivglPtvevfdZuADaa9ZFjzyiH1sNU2uWTdex9/NxAR85CMJ3nxTY2xMoaXForNzkq6uN6iWXMxYjHVdnw28AxzqWMbYseMOP59vb2+f6U8XTay5efrxoYccglXF36421Tyu9YYcW3+ccYbKz35GlhsVbGvj9NNbaW9P3ZOZx/WSS2DdOoudO92JllayOUg42zuW+296+WUNK8NosyxYs2YWe/cexJYt9sLtcs3auI9/6rpM7+V9yy2gaYbLxa2gaVXUqRI/v9olxGALcdWyqn0jbmpBqBqpeLB3zLhQ9UJQ6j7LSbn/ppNOsjz6fStMTqZCAbpejj2PBu7j39+vsGmTyuAgaYleixebSTd3bfZxxmIcj8eHdV3P7H56EXCl1/Y1xS3GZjgTQAQhLGQOfIYBsRhFlfNEsRlMuf4m737fKSvPiUWLGKfjPv5XXWUEbrJXqOnHyUA3sAyYo+v688DWeDy+O7nJWl3XV2C7p+cCa+Lx+MZK7vCMEMtYEKpKFMU0KHj1+3YjjYwKE8Trs1DTj93AbsCzXCnpog5eKVMm7imPiLEgCCHGOzPYFl93KCAKqzbVE6FcKKJo3GIsbmpBEEKMV8OUpia44AKTiy4yA+FyFYqnPsRYYsaCEAqi2Aaz3OTqNPXzn4e3Q5lQL2LsukIV00SiKeFCBuho4HUeM9+PWhvMShDFbPNaEpTxpS7E2HId2bv+06LVqP6KHMLMkAE6GuQ6j7/4RWqbKLbBrBRBTEAKI0EaX9TCm4QfS0n9mRvutLjsshhLlsR85XIZht3X9IYbNHp7Vcn/qjLuAdqyFEZGlOkBWggPXufx0UdVrrhiDtdfb99bTz7p3W/ZXtJOEMpPkMaXurCMh97UOCr5WMFKO+D5ZtxBmjXVK1HsU1yPeJ3HRAI2b25l82ZoaIDZs73vxUSiCjso1CVBGl/qwrwYPuBatQnbtHUOeD6CNGuqV5zMUTdSRxk+OjstWloyX1Wm/01NKbzxhvd9Vc8TX/HMVZYgjS91YRnPmpO6yR0x9nPAgzRrqleKXWBcCBZOckw8rqAo4NUxKoXiet+mtdVeB7keEc9c5ck1vnR3m/T2Vjepqy7E+Iij0sW4rc3yNaDnWwBdyE+5MhQlczS8uMXEqzm/N+73LebOzc66rhckoa3yeI0v3d0m551X/UlQXYixoqXE+IxTE1jHmixbVvhiFqtsZpR7Ru/OHA1KGYJQmEwxmQlLl9bv+RXPXHXIzEzv7a3NJKguxNh9Nw/stli/Q2XzZrWgQIhVVhyOUN51l8r27Srj4+W9mMVtFy76+73aNuYi233d1la/LmoQz1w18Jrc12oSVB9i7OrAlZg0sVB8C4TU8/nD2yWZYqYXs/tmSSQQt10FqIS3wTBg0yYla83dFBaqajfEa2qCI4+0OPhgspa1q2cvlHjmKkuuyf03v2nWZBJUH2KsZWdTg7h8ykkhl6SfizlTFDJjN7EYTE2lf0bOYWlUytvQ16fy/PMq+WLEF11kcvTR73P66a3TAiNeqBTimaschgHXX6/x2GMqU1Ppk/u//MvaTILqQowtNXX1qqQOqDO4G0Z9l0+Ug3wrybS2QkeHSX+/Anh3P/MShY4Ok8HBlMDbQpydbStuu5lTqSShgQGFsbHc77e1wSWXmOj6Adrbm6dfFy9UOuKZKz/OWGMLcfp7o6Owd69Sk0lQ5MXYtrZifCH5XCOBM6BPTcEPf6ixfbsicccSybWSzNKlJs88ozA4qHLddbktLy9R2L9f9Wz40NhoMTUlbrtyUKn42EknWTQ1wfi4+1ULRUk/b7LMX/nI9Cx1ddV6j4KJM9Y4FrEbZ3Jfi0lQ5MW4r0/ljSG3ZZyeKCJxx/KQK7510UUmX/lKrKDl5SUKU1O298ItyK2t8Dd/Y9DQgLjtykAlkoQMA267TWVyEpyJr6LAiSeaXHCBJVnwFcDLs9TZeTi//KV4/TLJ5cVrbKzt5D7yYjwwoHB4IrvphxuJO5ZOrvjWqlWaL8vLSxTAHmRU1cKyUgJ/9dWGDDBlohJJQn19Krt2qZhmyvLQNIsTT4T58y1ME/7xHzVME8bGZvHpT5e+cEu9l7x5eZb6+xvp6zPEyMjAa6xpaIC//VujpmNL5MW4s9Pi1ZgGSevKS4wl7lgevFw7fi0vRxS2bVOZmACnTaJl2W5pWTi9MlQiSShXH+r16+2yt/QM61msWQNz55osXWrR1VX870vJm/cxHxtTxMjwINcEtNaT/MiLcU+PyZYjVXjFft6oGTQ3AFhMTEjcsdL4tbwcUfja12LceWd6j+LJSTjuOEtm+BWi3PExby+HbbF5lTqNjsKePSp7985MSKVTlfcxb2mxxMjwIKhZ6pFf8UDT4PwLUu6ymGIwPm4PCscea3H77Ym6mkFXG+fCX7cuwTXXGKxbl/t4axpcfLFJW1v66+K5CBfOBKytzcKOGfs5dzNfjCVfElrUyLVwhPuYK4pFW5tFV9ekGBk5cCagK1fabvwgjP+Rt4wBlIbUkTYSFqAwMQFDQ3Y/kCCciCiTaXk5A4pXfE8aHYQft+WxYYPKvfeqGVnV+RkZgQ0b/Md/66VTVSF3fKa119X1BprWXuvdFnxSF2Ls7sAlTT9qS6EBJaguJKE4nAlYT4/JH/6Qb7GI7DaYqgr33qumhZHyea/qZQJXyB2fOekdGqrhzlaJKCXu1bUYR3H2HHT8xPek0UF0cE+u+vsV7r1X5bnn7PrjWAwOOcRA0zQOHLBzOBob7ZK2Yvqa18sEzssdb2dN16dBEbXEvcjHjIE0P3RzgzEdU4ni7Dno1FN8T7BxJldXX22wY8cU//EfCb73PYNPftJibExlaCiVw7F0qZmV5OXn+ghiDLDcdHZatLRkv75pUyp2XE+4J/YzzTcIEuHc62JxWcYXnDeVlUiUKylCKD9OfM+NeCjqB0c0u7osBgcVRkft/tUTEwpDQwpz52ZfH+62tfVMT4/J3Lkm6QlxCoODSmgFqBSiNrGvjzPomiZ/7KOJtNmzYcA558T48pdj/OAHGl/+coxzzonV/Y1fKbyyPsVDUX/kGkg1zXY1tramMrGdtrVLltT3falpsHSp3VLUTZgFqBSiNrGvCzE2lZQYDz5npd3QDzyg8sgjztq7CuPjCo88ovLAA3VxaKpOMaVOQnTJNZB2dVls2ZLgb/7GoLERnOYvflyQ9eDh6uqKlgCVQtQm9pFP4DIMWHd7jG8knz+y+T36Pj/E//7fCdQjP8jGjTHMjHNnmnD33SpLloTzpAYdSdASnIF0xw6FsTElLQNa03Ivl9nfr2AYdsnUq6/aPa+POgouuMDkpz+123BGIZknF/WSOe6HqCXuRV6M+/pUXvx96s/888Qa/nzbGvgYWMccw6GdjwIfrt0OCkId4gyk69cf4KWXDmXePNv9umqVRmenxUkneXWUskuerrtOyUryWr9eRVHAsqLdhStqAlQqUZrYR16MBwYUXp083PM95aWXWH7WBtao306zjlXVnmkLglBeMutCzzprnPZ2g3POibF9u11b3NQEp55qsnBhygLUNGhosHj2WWVacDOxMhQ6qn0EoiRAQaRWtcuRF+POTouftl7IhtEtnMHjAMziAAdhT7lP+MgBzjzTTBsITjvNjNRsOixEqYBfyCbXMn9XXGHnbTirPE1MwKOPqtxxR4I331TYt0/BMODddwslKaW/H4vBs88q9PaWviqUUB/UsnY58mLc02My71Mt/NnOu6YP7q3tP+CrL/wPAJTxcb75TZMjjrDjTxdeaHL22XLjVpuoFfAL2eRa5u+22yzPvI2f/Uzld7/LbQnnx5peKWrzZlWuJcEXtVx0JPJi7BVjOWdfA3zPfv9/rknw17fGplvv/eEPcPbZYhVXG1l5J/p4lzMpvPyy9/bvvKMkl9PMJDNzOJfbWq4loTjy1S5XOixQF/U7md15aGqafm/83QnGx6PRwSXMRK2AX8jGq5xJUeCll7LPsarak+LMmlqw3c9/9EcmRx/tJax2mUsmUbmW6qF8q5bUsnY58paxF/ueb6Er+biZ9Km331mQxDfLS72svFPPZJblNDbaa1VnW7YWJ5xg0dVleax/bPGJT1jEYvDmm+r0a6nvUNA0+333SlFRuJbyhXIgezwSiqeWpWN1KcYvvtY0LcZNGWLs56aV+Gb5kfrJ6JMZMnr2WYU77/T2Qp13nsl3v+t9M82ZY7Fzp8rYmLelm0jA0UdbDA0RqWspVyint1flJz9Rs+6dX/yixjscQmpZOuZLjHVdXwYsjMfjV3q8twIYBOYAxOPxtWXdwwrw4bmN049TYmzR0AALFxa+aSW+WX6kfrI+cJfl9Paq3Huv3ZfaTXOzvXDEq6/a3bcyefxxNSvhy01bG6xebaBpROpayrVq049+pPLkk9nj0UMPNfPlL9dgR0NOrUrH8oqxruvdwMnA57EFN/P9VcCueDy+0Xmu6/oy53lQOWlRKmbczDhOQoiq2oPAAw+oPP10bvdzLYP8UUbqJ+uLnh6TU04xeOKJpmlxVVW7xljTyJG8pSS39fJe2RPqjg6Tp59W6OqyWLHCDqpGIaTkFcoB2LZNJZFIf210FJ55phEhPOQV43g8vhXYquv6YcBsj02WZ1jLDwJXAoEWY7UlJca2ZZxe37hjR/6FzSW+KQilo2nw7//+BvH4Edxzj+2udkoL+/pU2tqyhSeFd9JXWxv87ncq115r52keeaTFwQeTXCEq3CElJ5SzbZuanKjYngNbiNPHntZWOOGESaC56vsZJMKU2zPjmLGu6yd7vPw20D3z3akOVqOXm9rGNAsvbC7xTUEoD5oG555rcu656feO+x5LCXKubGgr2QoThodT201MwIsvpn92ZAQee0zl+us1rr7aCOzA7IUTyvna12KesfbGRnuFK2c8OuuscWBW9Xc0IIQtt6eUGp452OLrZhhA13UvKzo4NKdmi7abOjdeJRGy8pAgVBb3Pfa97xnMn2+hac6yit7b23XFmYKd/drUFNx0UziXZNQ0uPhik7a29NdbW+Fv/9aQ8ciFO7cnDKWrpWRTzyaZtOXCEec5JIU5kDRluqkdUjNsh1zuZ4lv5idM7iGh9uS6Xpx77O/+zuCrX42xcWP2QKooZMVM86MwNRXepMtcnrmwWfqVJmy5PaWIsZfYOuKcaTFnMTQ0VMJPl8jwCEcnH9pibIttS4tJZ+cUTz3VyNiYQkuLRWfnJF1db1DL3fXL8HAw5j+GAZdeejj9/dr0cezqMrjjjjdCO1gE5dhGjeHh4YLXy+QknHvuB/ntb911xSmya5H9MTICN99sMDz8HmedNV6xa9Mw4KGHmtm3r5ETT5wsy2/94hf2dz7zTCMnnGB/51tvpW9Tb9ds5nH+yEegpeUwRkdTnpGWFotjjnmHoaHxnJ/LPD+Z71eKUsT4bbKTumYDxOPxgldBe3t7CT89cwwDLv72CFuSz+exj1FaWa1eyfH/82rOPVehr89wlUQoaFpt9nUm1Oq4uuntVRkYiE3fBKOjCgMDTfT3HxE6K8RNEI5tFInHj8h5vfT0mHzqUzF+8xuVdHezo8ClddXatq2Jp55qqlgssZJxy1TZUjO5YsP1cs16HeeFC00WLbLYtctyHXuLSy6ZhabNyvk59/nxev+v/qoyf8OMxTgej+/WdT1TdOcAW0vbpcrS16eye3AOJgqqYxEzztXmddw0cAXa0jYWLzbp6bG3XbVKY/58232dr9xJSFFJ95C4v6NHvuvFNFX27csUYpLPC5nEXoKd3q0LbAv50UdVLr88xvHH252/ynVdVaIngdwD2Xgd5127VP7X/0qgaWbOevNC58fr/UpRageutRl1xZ8H1pT4nRVlYEDhtcTh3ML/xxXcShO22yGGQevQi2zZMp/duxX+/d9VXn3Vji2pSe+Yadq5X6eeanL//amZk9wY6VSq9Cts2ZGCP/JdL3fdpc7YDe1N7q5dGzbYN3pbW/muq3JPTOUe8CbXcd67V0muSVDc55zz4/V+pcibVqbr+snJDlvLgIt1XV/hLmlK1hh36Lq+LLnd80Fv+OHc+Cu4iWYm6ONPpt9r/8VNXLpsihtu0HjpJYWpKTsT0zSV5FqrCuPjCo88ovLAA+r0jXHZZTGuvVbjsstioczQLDdOgklbm920v63NKkvpV9iyIwV/lHa9ZCq1+7l3By9vlOl/IyMK27apfO1rsZIXYyj3wgNyD3gz0+Nc6HNe71eKQk0/dgO7gdV5tsn5XhCxY1AmO3bYM8uX+Mj0e1/iTv7AEXyHf877HaYJd9+toqpIW0wPKtXaMmzZkYI/8l0vF15octddudtfxmJ+MqmLjy9PTMCdd6ps3KjyoQ+ZXHqpxSmnFH8dl7snQTH3gLPCUz147WZynA3D/tfebvHaa6Q1enI+5/W9laLuFopw3/i33qry6K/PZDk/n37/j3nY1/eYpohDPipR+iWdz6JLrutl8WKTM880eewxp+VjSlBbW2HuXIvBQaZXgfJuoengjhcXwt4ukYCXXlK5/vqZua/LPTH1ew84Gep2Ylz03dnFHme3u39kxK52PfZYi5tuMjj77NTnvL53x47K/A116dtwbvwrrjC5r/VLXMvfT783iwO+vmPfPoWTTqrd2pf1SKXc30Jw0TS4//4E//mfCT76UYvm5tS5/9SnTB5/fGq6+c4ddyQ48USTbNe1QnEu60zS3deO69rvusKZ66mXIoZ+74G+PpX+/sa6cmcXc5zTE7PsxUqGhhRUlazPZX5vpag7y9hNT4+J/qkY/3PHN/ne6HUAHMK7ObZOz8J84QW7vlHaYlYPWdmpPnFaZjrZrZnn3m1R9/SYnH56A888Q9K17SXAmXFl/0xMwEUXaWhaKjckFoPjjzfZti1BY2Nlkzr93gMDA0rWEpPitUsRRK9mXYuxc2H/n01t8Kf2a7YYF3ZnOZl6Ig7VRTqf1S9+zn1jI+zYMcX112vcfLPGpEePhlgMWlstDhyYiaVsf8YW4pQre+9elUMOaWDOHBgbUxgbsyfrmUJdDvwch85Oi5YWK63hhXjtUgQx5BVdn4VPNA2U5iYmaQCgkSlXVy77XyxmTZc3OTgnzrkxnKXaVq0q7LYSBKFyaBpcfbXBGWeYtLam7mOw3bqf/rRZ4qDr3QPbshTeesu2uJw+2YmEwt69Kmec0VDVMaGnx6Sra1JCOjnw6+4vJhxRKnVtGTsMPKXyRxzC4bwJ2NbxEO2ceabJZz5jMX++xY9/rLJrl7c7Wmr/BCFYuN25/f0KhmFbqY7b+KtfrcTQl8vSVvjNb6hqlYWmwR13vEF//xHitfPAj7t/chLOOKOB/fvtZSqdcX3Rosrsk4gxcNJJFu+6xHgP85mgifGDz+cjK1eDouSMV0FluuwIglAa+dy5y5aZbNiQu2Sq3CQS1Y1HOv2UX3wx+mVNMyXf9WEYcMYZMfbsSXlBRkZg2zZVxLiSWBa8yQf4GM8D0M4b9hv3/4hf/8vFLLpiYdqJy0zQ6O8PXjKAIAi5cUqmtm1TXXHl0vpc5yMWq148MmXRfSDNotuyxS7Ilo6BhenrU9m/P7sNa/7SudIQMQb27FG4l7/iJJ6mlbG09z783T/jsi0Ps+6Xh2U1Dnfq02bPtmhqgnHX0si1TgYQBCE3TslUX5/Kk08q3HGHyu9/zwxign4E3OKTn7SqEq/NZdHt3GmXZP3kJ6qE03wwMGC3Qs6mghO2in1ziOjstLil7U/ZNHI+h/Auy1nL/+AfAPiY9Rzf2f5F+vp+5dk4fGICXn/dXlNVUWzxlRInQQg+bm/Xd79rpMWXVdUujXL/n0jAiy8qWBYcc4zdN/uVVwoL+Lx5Jo8/Xh3By2XRjY7CPfdIOM0vTrZ1usezmKYxxSNijLvlWSuvjbRyNxdMizHAQvMJbsjbOFxJNrO3iMWgo8PkvvtktikIYWEmJXPf/74xnUcyb56FadqC9+qr9vsf+pAdm3Z3dKo0uSw6RYFXXsledWhkxP6MhNPSyWybrGl2OLOSOQYixqRn1m3YoHLvvfP5zPhD/JqzALvcacG8BGB33cp0Saews+7271e58UaNq682RJAFIaJ4Cfh559XWwsxl0ZkmPPaYdyVr4d7e9UdmtvW8eamKmkpR93XGDs6N9fOfJzjtNJN42x8zQqrXZc+ZIxgG3Habk/Dh1C5mMzUFN9+syQpOgiBUFceia2pyj0/524GKweCNuw3muefay+auW1e5mYuIcQbOjGjdugRKS8v06z+6ye7qs2uXOr2cYmqB8+xeuJOT0e8FKwhCsHDGr/PP92eht7ZCV5ckmrrJ1ejDEedKIW5qD5yD3nBoM05y9Y9vnuQPDZpnPObQQ+G996ysVWWkvEkQhFrQ0WGhKCRzWdKJxeyxqqEB5s416e6W5C2HWjZwErMtD6NWyjJuYoKpqWw3T1MT/PSnCVasMLJ6z0p5kyAI1cQRk3/5F206qTSTtja7h3ciAYODKuedJ+E0B3e1TLVXuxIxzsOI0TT9uCWt/jjV63ZqCn72M5WrrrJ74Uov2JlRzR6wghBVHDGxF4jwjhO/+y5MTtbP0orFkG81p0ojbuo8NMxqgSH7cTNO+nT6STFN2LVLZetWVVZwmiHS21sQckeQSQAAGppJREFUysPAgJJVvpSOk+eSQsJpKWq5mpNMh3JgGPDKG83Tz1vIKi6eZmQErrlG5Wtfi2GasGJF6YuI1xOVcA2JpS3UIyedZMeKi0HCaSn8ruZUCcQyzkFfn8rB76dKm5rJ35R0716VvXth/XqVE08s7/qlUafcC32LpS3UK14JW5moKjQ2WkxMSLfATLzqixUFrr9e43e/UxgaglNPrcxvixjnYGBA4WTDbRlnxozdpKailsX0+qVPPDElg78Pyu0aklW0hHplzx4lhyCnXmxogCuuMGhutu+97m5TFo9w4VTT9PTYk/onnlAZcw3/IsZV5qSTLMZJZVP/d35KN1sxUXlAWUzbBZ/nV79SGB728gkpPPtsddcvDTOpdqTe60UXS7ktbUEIC356Kk9MWNx6q8app5qceKLFggUNvPaakmYp16MXKXM1PtO0J/FjY5VP3gIR45xYFoyTsox7+CU9/BKAb1o/5sHPPsOWLceRq6vN5CT88Icq8biCptmF9fU+48yFn4W+i6GWSRiCUEsyeyo7C12kozA+Dg8/rPLoo04+RcqLtGNH/XmRvEJb7e2WxzoElUPEOAd79ii8yGf4Crdnvadh8sCqfUxMHJf3Ox5+WOXhh+3Hra32AhInnmg3ba92A/mgM5NG/W7cs9r58y0WLjTZtas8lrYghAX3xHbbtlEaG9v44Q81zwxrywLDyDYmRkehv7++vEheoa1XXyXPOgTlR8Q4B52dFv/Uehm/Hz2aT/IbAP5MvZ1TzDgAb73sVT/gtryylzBzkrwA7rpL5cwz7X6nIsil4TWrXbjQ5PbbE+zZI2VmQn3hTGx1/QCHHdbM9u0K27apTEyA3yUA6636wCu0NTEBzc2Qaw2CciOlTTno6TFZ+CnY0fZZfqJ8k//V9k1eOKRz+v2DGCF1YVvEYk5JQe6G7O6G7aapsH27FNsXQ65yJa/SqF27VFQVVq6UMjOhftE0uO++BB/7mCMoFvkWuXEYHFTqqizQCW25aWpystNT47ZaweFaLOMceMUxP7iqDXbY7x/E+2nbz5ljMTRUXKB/YqL+3EEzJV+5kiRsCUJutm5Vee65fEZCOqoKmzapdZXQ5ZVE2t5u8eKL6cfMT+nYTBExzkNmHPOF/0yJcRvpbupihdjh4YcVurrU6fKCu++2p14SU04nX7mSJGwJQm4GBpSki9oPdhbx+HjqPnvsMZXrr09fnz0z8zjsYSAv48s04StfiWWNK5VCxLgIOk5qgw3244N4j/T1Qh0s/M5AAR55RGX7dpWGhvRyhLvuUvn0p016e6M9I/VLPut3xQqjrKVRghAlOjstmpooQpDTmZqCf/xHjZ//XOXMMy0sC371K5WREXuxiShYz16TC8OwV7/6zW+YXuWqo0OWUAwGBx00/fBg3sdbdIuxkO1tp6ZgaipdxE3Tzsa+/PIYX/qS6Wvm6cRUozJbdZPP+i13aZQgRImeHpNTTzV5+OHMgKffscpuJDI0BBs3Kmmvg31PPvqoyn33qTQ3Mz3+dHebbN0a/PEoVwIowHPPKcmlce1xenCwckFjEWOfGAb8cO0sViafdzDIWfzfnNubqDzLJ3iXQzzfm6CJ9JvB+8bYsEFlwwaVxkaLc86xhef11+Goo+CCC+yLe2DArhtcs+Yo3nvPvlgaG+G440zOP9+KRI1zocYgpZZGCUKUURR8Wsf5BDr3e4kEfPnLheTEYtYsmD0bvvhFk7//++xlZ2uBVwhs+3YVRUm56x3yL8JRGiLGPunrU9kzePD08z/hQf6EB2f8fS9zNMPMBuBNPsBzfAzTldz+DofyQ/6a1zkCsJuI3Htv+oWxfr3XLE2Z3t5dSqVpFi0ttqtlasq+KWMx+MAHQNfTRf6ii4IXr/Zr/UYtliUIpdLXp7Jrl8rERGY4rZw4q0HlD9kdOGD/W71aY+1ajZdfnqy5IOcqa6o2IsY+GRhQ2DfxsbJ930d4hY/wyvTzz/JQ1jYruZEnORkLhSHaGaCTA8zCQsFEnf5/nGb2c/y0uGdiofCscRzvv5+efTA1Ba+8Aq+8kn7DODXQQYtXF7J+ZYEIQcjGS2wqQ6blnP/58LDFjTdqXHNNbWunvEJgTU0kLePq7YeIsU86Oy1uaTuJK0Z+yBf4/1ExURU4/HCL9na7tAngxZcUXn5J4Qhe4xheyvoeBYsW/J/hU9g9/XgxD5T0N4zSwl7mcTcX5t/QAuURi+eXm3zyk9XPSLYOOQTzggvgsMOK+pwsECEI2XiJTTbFJZ6Wi+3bq/+bmXiFwJyYsfOaQ1tb5fZDxNgnzgn7xc5vcdvot7KsrmSMnyMN+PNzYjz8sJpWk9bebnHccRaPPaYyiwPTQn0Q73Mcv6XZJdDf5p/5BL8t+9/QyhiL2MUidhXe2AL+vey74Jvf/ctm9t60pSg3s9QbC0I2mWLT0uLEj608/asdvFzPbkoT09NOq335Ya4QGNgT/P5+BcOww3qdnRY7dlRmP0SMfeI3ZqlpcP/9CXp7Ve65x47pXnihHYMFOOecGI8/Pos9U/OnP7Od09K+Yw3L+SgvMoe3ATicIRbwNIfwLiomChYKFiomGgaf4Fk+yOs5972dIT7Mf5XjMFSNjz//S1ou7OC/L/w//PShj/kSZKk3FoRsvMYuJ9PZWbP3tttUtm1TmZpK/5xlgWmm7h9FgcMOs5gzx+Lll1XGx2d+b82eDVddFYz2XrlCYF6vVUqMFauSLUVycNVVV1n/8A//UPXfDQJOgpFzEyQS8JOfqLz0ksJBB1mccALs36/w7LNK2o1RGgrNjLGctRzFq8nXvGqk3Z+wOO88k7nlC5MXZPB5OG7TLWmv/ST2LY686xZfbmbDsCc7TzyhMj5u95U99dTy9P8eGhqivb29tC8RspDjWjmKObbOuJRpBZ51lslNN2ls365w2mkWV12VyoA2DNi8WeW221SeeSbllWppsfNRJifthNGmJovRUXucaWwMXjZ1sXz/+9/nxhtvLLt/vWTLWNf1ZUAHsBF4G1gObIzH44OlfncU8ZqBnX9+utC4BXvBAoszzzT5i7+I8cgjCo2N0NZm8eabyvTFrigWiYTCBz+Y4JxzVHbuVNi/3y53Gh9XMAyLcZq5lStcv5I7RqQocOaZJn/1HwmMKiY+/fsNGo9sOoeH+Oz0a4ck3srpZs7MnO7uto+jM7+swTxTEEJJvuTIXAlWmgZLl5osXSr5GOWgHG7qOcCq5L9h4OsixKXhdWPccUci9weSeM2Ec814nQ4z112nceedCqOjCu3tFvPmwcUX16a0yU6S+wyXjNzJer4IQJs24elm9sqc7ugwGRxMlXBMTMCuXZLAJQhC8ClXzPhQYI6IcPDIN+PVNPjBDwx+8IPq75cXTqKJua0FknV+H5w9xgKPtpZemdP796vT3XIcJIFLEIQwUBYxjsfjw9hWsSDMGCfRZPeqBkhOEBadNE7Cw0L3ypyemrJjUpOTqdckgUsQhDBQFjHWdX05drx4DjA7Ho+vLsf3CvWHpsGiTzdMP1cmvVvh5MqcnjvXYnAQWTBCEIRQUQ4x3gq8nbSO0XV9ja7ry+Px+Np8HxoaGirDTwtuhoej4ZxoHB3lg8nHU++/73mtdHVBZ+fh9Pc3Mjam0NJi0dk5yeWXv0dvbyuKAuecM8rnPjfOW2+Vvk9RObZBQ45r5ZBjGy5KFmOPOPGD2MlcecVYyhkqQxSOq3LEEdOPG0wz59/0y19CX58xXSb24x838O1vf2DaKh4ebuZLXypfK8woHNsgIse1csixDQ8lrQel6/psXdctXdfdTZGHsUudBGFmNDenHufp2O4kp61caaAo8MQTdkKXZSmMjCjTrTAFQRCCTjlGqtWOizpJByBZ1cKMsVydABQfndonJ+Ev/1LLauruZFILgiAEnZLEOCnCmRG5i4ArS/leoc5pako9dqdGuzAM6O1Vue46jfnzGxgaUshsYtLUJJnUgiCEg3IkcK3VdX0Ftnt6LrAmHo9vLMP3CvWKW4w93NROw48dO9wrqmRawBZHHmlJJrUgCKGgHAlcw4CUMgnlwx0z9nBT9/WpSSHO7YKOxWD1akPWMRYEIRRIdosQPFyWsTU+QW+viuFqj1t4sXSLD33I4umnlazPCoIgBBFZQlEIHIYSw0BFw0S1TD5+4Sm81qrw0Y9aoMB3DsCFKGkrqz7OGfwN/4yhNtLSAq+/rnDttVpZV24SBEGoFCLGQuDo61P5LAdxCAcAmGftgRFgr/3+IcBJGZ9ZwNM8pv0xU+cv4557VEzTdmGPj8PDD6tce63G974nbmtBEIKJuKmFwDEwoPBvfK3oz/3RR3+PpoGZkbNlWXDzzRpLlsTEZS0IQiARMRYCR2enxTVtt3AsL7CAARYwwKnN/fzqll1M7tw5/W9s+05eOuu/TX/uz//bOIpnTpdCIqHw2GMq11+viSALghA4xE0tBA5nKcWdO4/hZdeCD6f9RQLL5WZWgQ8tPAIeSj43prjwQpP161Usj/LiqSlYvVpj82aFL3zBwrLsLl5dXXYJlLiwBUGoFSLGQuBwllLs61N56imFBQvyiGVDaoUnpqZYvNjkmGMsXnwRsmuPFRIJ2LNHZc+e1KttbbbYb9kiSV6CINQGcVMLgcTdd3rx4jxWa4YYaxrcfLOR1jckGyXtn/SxFgSh1sjoI4QbVx9rEgkAzj7b5PTTTRoaLMBfO8yRETtxTBAEoRaIGAvhxm0ZJ/tYO27uv/s7g1gRgZiklguCIFQdEWMh1FguMVampqYfaxpcfbXB8ceb+LWOJV4sCEKtEDEWwo3b9HWJscP773u5nrPd162tdla1IAhCLZBsaiHcuCxja3KK3l6VgQGFzk4L04TXXsteWhHgkENgZMQikbC/Yu5ck+5uWeFJEITaIGIshBtXAtevtxpctinGaLI2ub3d8liB0bZ+Jyft9SgUxY4VDw6qnHdeTMqbBEGoCeKmFsKNyzJ+780pRkYULMsuV3r1VSVtNUYb21IeG1MYGYGpqdT2Ut4kCEKtkJFHCDfuBC4jPWY8MQFHHGGhKP5KnEZH4amnpLxJEITqI2IshBuXGDdr6WLc1gZf/KLTMKSwyLa2woIFksQlCEL1ETEWQo27tOkDsyZpa7Mt4bY2i4ULTV54QclTP6wAqe0XLTLp6ZEkLkEQqo8kcAnhxiXGnfMm+etPG2zbprBokUVvr8qjjxa2iP/4j02uuMKUxSIEQagZIsZCuHGJ8f6npvjhbo2REXj4YZIrN7nF2HFBpwv0W28pkRBiw4C+vlRpVxT+JkGoF0SMhXDjEuPx9xOMmLbQei2h6I3Cb39ri9jixeF1URsGLFkSY+dOlZERu2zrqKMsbrrJ4OyzRZQFIehIzFgINYaaEmPNzO7A5SaXIE1MwIYNKjfcoNHbq2IY5dzD6tDXpyaF2C7dmphQeOEFhUsvjbFkSSyUf5Mg1BNiGQuhxTDgW99u5t+Sz4/mFW7ib3NsbaEcdAg/G/sKz00ek/Xuxo0qiYSdUV2LtY1LdTEPDCiMjma+qjA+znT9dJgtf0GIOiLGQmjp61PZvTfV1eMDvMXfckvuD7wLfzKrj87EY5gZujQ1Zbu3R0bgkUdUrr1W43vfM6oiyIYB55wTY/t2lYkJu9328cebbNuWSFshMh+dnRYtLXgIsv039fcrLF5c3v0WBKF8iJtaCC0DAwrPjH2UVznS92fmjexg/X9O8ulPO2qc3bvaMODGGzU++tEGvvKVGFu2FO+6NgzYvFnl8stjXH556jsMA3p7013iDzyg8vDDKhMT9r4kEgp796rMn9/A9df7c5339JjMnZt7hapNm8LpfheEekEsYyG0dHZaNLQ1curIEyxlE41M0tho8aUvmnzyk+mipF13HcrICIphcO4Zb3L3vUfk+WZbnIeGYP16hfXrVQ4++CiWL7f4/e8VFAWWLTNzJkZNTsJppzWwb19K5O+8U+XDHzaZmFB56y0wTbut9sc/bvL++4pHwpnCSy/BtddqtLWlXOdgi/yPf6zyzjsKS5aYfPe7Bo2N8IUvWOzZ4/33/Pa39iTg3HPFVS0IQUTEWAgtPT0mixaZ7Nx5NLeNfms63vv3P01gZIik+otfoPzudwA8evebWFY+MXZIiel776nc4vKA33mnClg0NdnCqqq2e3lqCiYnlazPA/z+92ra65OTsG9fPudUynX+xBO26/w//kPl5ZdT37t3r8att2r8678m+Nd/zf1dExPw9a9rfPObCqecImVPghA0RIyF0KJpsGVLgr4+laeeUliwwFtkDAOeHWrnJGwxbvz23/DVg+awzEeLTIcpGniWTzDMbAw0DDQSaLw/cRBTNGChYE0o9v9J1/fv+TDPcELyeToJYkzRiJ82nQBjY7br3Cb9M6OjFn/6pzHP91IoDA/D9ddrKAocfbTJU08laGnx9fOCIFQYEWMh1GgaLF5s5k1O6utTUd4/gpOSz880fw0HqrF3uTFRuI/zWM5axsitiJM0JkUb8gmtP1I12C+/rHLooY20tFg0NsLnPmfxb/8m4iwItULEWIg8AwMKg8Z5LOXuWu/KNCoW57OJ89mUd7txmtjP8fwXHwLAQuFVjmKcrLUhPfGyyt3vMgaMgXWPwu33wl98w0TLNyooPoXf53azR0fR2trK+p2B364YSvjtQ0ZH0Vpby/Z9JW1Xy9+u5fkrAhFjIfJ0dlrc0nYpC0ZO4uNJV3Vzk8W3vmXQ2Wmxe7fCtm0qTzyhuHKRFdcji2N5kf/X3t28RnWFcRz/TibVYscypmApoovoKqCV8bgQcSGNC8GAYKwbd9JkIbhwEXVjXhCr8R9oLP0DrFFcqFmYrkU8CFLpznRRUAxWA5oW02RuF/fcyc04b7lnMhMzvw+EZOYOdyaHc85zz8t95hteugnq8KedeTbyjnbmWZygDs/wFX/TxR9s4ON7jTbwb82f/XM+sJun7OZp0n+/dgHw08q/TdzGxr5dS/my2R9grTp3bkVOq2Asa97iRq9d/P7PrsJGr53D85CGXC/kgL45GBkJN0TNza3c52ljgZ/p4xi3SFP+fqMMsyv3IURkVVEwljWv1o1e69bBpUsLDA8vcP9+G7dvt5HPw5YtAXfv5nn1qp1MBoIg4O3bVCFxSHw39fx8uCa7fj1s3RrQ1QXbtgVMTKR48SJFJgMvX6Y5lf+FU4XcYbB+fcCOHXD4cJ6JiTZ3W1TATp6xlb/cqwIyzPI1rwqPy68XB2z8IuD9LBVeE1qcDwjY/W3AyZNlbn+qNeF37YnBef/uHZlMpn7nXO2va+B7v5+dJRNfAmiB/3nVvC6BVLCCJy/n/PnzwfDwcMPfd62bnp5m8+bNzf4Ya1I9y3ZuDi5fTnPvXopNm+D06TxHjixeHEQJQ86caWd6evnnb2+H/fvz3Lkzz4EDn/HsWW1rYek0vH4919BNXKqzK0dluzIGBwe5cuVK3ReYNTIWabB162BoaIGhodLH02k4ejRPT8/cktH8wYN5rl1L8/Bhin37As6eXWB0NM2NGymCIIUxAV1dAbnc4sj/0aP/CqN8gCNH8ty61cbkZIoPH8IRvXZTizSfgrHIKlXqtq2LF5euMY+MLDAyUvkcPT35JZm3jh1TFi6R1aYuwdgYMwBMAR0A1trr9TiviIhIK/D+oghjzFVgylo77oLwdmNMr/9HExERaQ31+NamPmvteOzxA6C/DucVERFpCV7B2BiTK/H0G6Db57wiIiKtxHdk3EEYfONmAIwxWc9zi4iItATfDVxZ3KatmCg4d+ACcymDg4Oeby0iIrI2+AbjUsE2Cs7FI+aClbhhWkRE5FPlO039hnB0HJcFsNaWHRWLiIjIIq9gbK19wsej4w5g0ue8IiIiraQetzZdL7qv+BAwVofzioiItIS6fFFELANXJzCjDFwiIiK1a8q3NomsRsaYMWttf9FzFVO9KhWsyKfJzejutdaeK3HMq90n6RcaGozVcSXnyg5gL/DYWjta4riCRkIurWu3tXZP0XOPowxzy33cylyegQvAY8I6Z90ek+i46mtCrmyivTpZ9QXLY4zpBnKES6pTJS7Avdp90n6hHmvGNVEO6+TciG3U/RwHTsSCc9WyVdlXZozpLHOoWqpXpYItwQXi36y152LlcyF2XPU1IWPMgOsHrruymVRfsDzW2kl3AfOkzEt8232ifqFhwRh1XIm4jq14x/oYsc4NBQ1f3YRlUlAt1atSwVZ0ldgmTtfp/xA7rvqa3In4AzfbsDf2lMrWg2+79+kXGhKM1XF56QAGSozesqCg4ctNWf1a4lC1VK9KBVteH0W3N0Z5B1Rfvb0xxtyM6pgxpg+44f5W2frzbfeJ+4VGjYzVcSVkrZ0C9rjfkUMsdnYKGn6yZRLUVEv1Wu14S4pdNHYaY3qNMX3xaVRUX331E653/unK9U1spKuy9efb7hP3C40Kxuq4PBRtfMkSXslGU0sKGgkZY3orbKqoluo1USrYFlCYwYmtS0ZrlaD66sVdlI8RlslVlk5Rq2z9+bb7xP1Co4KxOq76uQl8FxspK2gk4EZwlVK2Vkv1qlSwpUV1ysaemwSi0bHqqwdjzBjwxFq7nfCCvM8Yc9MdVtn68233ifuFRgVjdVx14EYXV+MjZRQ0ksoBOWPMgJvu6wey7nFntVSvSgVb1gx8VLfiU6GqrwlFa77W2qgOXgf2ANFuaJWtJ99279MvNCQYq+Py524/eBA1xFjDVNBIwE2hRreLjRLuKp1xj6NZh2qpXpUKtogru5miDYeFDl/11UsH8Dz+hCvvcfe3yrY+fNt9on6hkbc2qeNKyO347QCsMSbrOrr4LQ4KGh7cjtTjhJuOBqLNLC4zT7QRaQB4Hl9jrna8hf3I0h26J4B4liPV1wTchXh8jTiabYhv7lTZVmGMybn22gt879p8Yae5b7tP2i80KwOXcljXyDW2tyUOjbsEINHrKpatyl4aqWgHNRWyRKm+LoO7EO8nNkJebtmpbFcn5aYWERFpskZOU4uIiEgJCsYiIiJNpmAsIiLSZArGIiIiTaZgLCIi0mQKxiIiIk2mYCwiItJkCsYiIiJN9j+BuXn6yi2bzwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(7, 5))\n", + "matplotlib.rcParams.update({'font.size': 16})\n", + "plt.plot(fX, 'b.', ms=10) # Plot all evaluated points as blue dots\n", + "plt.plot(np.minimum.accumulate(fX), 'r', lw=3) # Plot cumulative minimum as a red line\n", + "plt.xlim([0, len(fX)])\n", + "plt.ylim([0, 30])\n", + "plt.title(\"10D Levy function\")\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Ext/Toolboxes/turbo/examples/TurboM.ipynb b/Ext/Toolboxes/turbo/examples/TurboM.ipynb new file mode 100755 index 00000000..c5a632cc --- /dev/null +++ b/Ext/Toolboxes/turbo/examples/TurboM.ipynb @@ -0,0 +1,247 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Simple example of TuRBO-m" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from turbo import TurboM\n", + "import numpy as np\n", + "import torch\n", + "import math\n", + "import matplotlib\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Set up an optimization problem class" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "class Levy:\n", + " def __init__(self, dim=10):\n", + " self.dim = dim\n", + " self.lb = -5 * np.ones(dim)\n", + " self.ub = 10 * np.ones(dim)\n", + " \n", + " def __call__(self, x):\n", + " assert len(x) == self.dim\n", + " assert x.ndim == 1\n", + " assert np.all(x <= self.ub) and np.all(x >= self.lb)\n", + " w = 1 + (x - 1.0) / 4.0\n", + " val = np.sin(np.pi * w[0]) ** 2 + \\\n", + " np.sum((w[1:self.dim - 1] - 1) ** 2 * (1 + 10 * np.sin(np.pi * w[1:self.dim - 1] + 1) ** 2)) + \\\n", + " (w[self.dim - 1] - 1) ** 2 * (1 + np.sin(2 * np.pi * w[self.dim - 1])**2)\n", + " return val\n", + "\n", + "f = Levy(10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create a Turbo optimizer instance" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using dtype = torch.float64 \n", + "Using device = cpu\n" + ] + } + ], + "source": [ + "turbo_m = TurboM(\n", + " f=f, # Handle to objective function\n", + " lb=f.lb, # Numpy array specifying lower bounds\n", + " ub=f.ub, # Numpy array specifying upper bounds\n", + " n_init=10, # Number of initial bounds from an Symmetric Latin hypercube design\n", + " max_evals=1000, # Maximum number of evaluations\n", + " n_trust_regions=5, # Number of trust regions\n", + " batch_size=10, # How large batch size TuRBO uses\n", + " verbose=True, # Print information from each batch\n", + " use_ard=True, # Set to true if you want to use ARD for the GP kernel\n", + " max_cholesky_size=2000, # When we switch from Cholesky to Lanczos\n", + " n_training_steps=50, # Number of steps of ADAM to learn the hypers\n", + " min_cuda=1024, # Run on the CPU for small datasets\n", + " device=\"cpu\", # \"cpu\" or \"cuda\"\n", + " dtype=\"float64\", # float64 or float32\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Run the optimization process" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "TR-0 starting from: 24.79\n", + "TR-1 starting from: 20.77\n", + "TR-2 starting from: 14.87\n", + "TR-3 starting from: 27.97\n", + "TR-4 starting from: 23.89\n", + "80) New best @ TR-2: 12.43\n", + "90) New best @ TR-2: 6.42\n", + "110) New best @ TR-2: 5.467\n", + "180) New best @ TR-2: 2.888\n", + "230) New best @ TR-1: 1.944\n", + "280) New best @ TR-1: 1.54\n", + "310) New best @ TR-1: 1.052\n", + "340) New best @ TR-1: 1.038\n", + "390) New best @ TR-1: 0.9689\n", + "410) New best @ TR-1: 0.877\n", + "420) New best @ TR-1: 0.7794\n", + "460) New best @ TR-1: 0.7509\n", + "470) New best @ TR-1: 0.7264\n", + "480) New best @ TR-1: 0.7238\n", + "530) New best @ TR-1: 0.7044\n", + "540) New best @ TR-1: 0.695\n", + "550) New best @ TR-1: 0.6823\n", + "560) New best @ TR-1: 0.6656\n", + "590) New best @ TR-1: 0.6614\n", + "600) New best @ TR-1: 0.6604\n", + "640) TR-1 converged to: : 0.6604\n", + "640) TR-1 is restarting from: : 23.66\n" + ] + } + ], + "source": [ + "turbo_m.optimize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Extract all evaluations from Turbo and print the best" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best value found:\n", + "\tf(x) = 0.660\n", + "Observed at:\n", + "\tx = [-2.968 1.072 0.173 0.973 3.698 0.883 0.946 0.872 0.006 0.927]\n" + ] + } + ], + "source": [ + "X = turbo_m.X # Evaluated points\n", + "fX = turbo_m.fX # Observed values\n", + "ind_best = np.argmin(fX)\n", + "f_best, x_best = fX[ind_best], X[ind_best, :]\n", + "\n", + "print(\"Best value found:\\n\\tf(x) = %.3f\\nObserved at:\\n\\tx = %s\" % (f_best, np.around(x_best, 3)))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot the progress\n", + "\n", + "TuRBO-5 converges to a solution close to the global optimum" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(7, 5))\n", + "matplotlib.rcParams.update({'font.size': 16})\n", + "plt.plot(fX, 'b.', ms=10) # Plot all evaluated points as blue dots\n", + "plt.plot(np.minimum.accumulate(fX), 'r', lw=3) # Plot cumulative minimum as a red line\n", + "plt.xlim([0, len(fX)])\n", + "plt.ylim([0, 30])\n", + "plt.title(\"10D Levy function\")\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Ext/Toolboxes/turbo/scenario.json b/Ext/Toolboxes/turbo/scenario.json new file mode 100755 index 00000000..cb5e8bf0 --- /dev/null +++ b/Ext/Toolboxes/turbo/scenario.json @@ -0,0 +1 @@ +{ "optimization_iterations":23, "number_dimensions":2, "input_parameters": { "x1":[10,12], "x2":[10,40] } } \ No newline at end of file diff --git a/Ext/Toolboxes/turbo/setup.py b/Ext/Toolboxes/turbo/setup.py new file mode 100755 index 00000000..bd5afd5c --- /dev/null +++ b/Ext/Toolboxes/turbo/setup.py @@ -0,0 +1,8 @@ +from setuptools import setup, find_packages + +setup( + name="turbo", + version="0.0.1", + packages=find_packages(), + install_requires=["numpy>=1.17.3", "torch>=1.3.0", "gpytorch>=0.3.6"], +) diff --git a/Ext/Toolboxes/turbo/turbo/__init__.py b/Ext/Toolboxes/turbo/turbo/__init__.py new file mode 100755 index 00000000..6d17f201 --- /dev/null +++ b/Ext/Toolboxes/turbo/turbo/__init__.py @@ -0,0 +1,2 @@ +from .turbo_1 import Turbo1 +from .turbo_m import TurboM diff --git a/Ext/Toolboxes/turbo/turbo/gp.py b/Ext/Toolboxes/turbo/turbo/gp.py new file mode 100755 index 00000000..873df9df --- /dev/null +++ b/Ext/Toolboxes/turbo/turbo/gp.py @@ -0,0 +1,98 @@ +############################################################################### +# Copyright (c) 2019 Uber Technologies, Inc. # +# # +# Licensed under the Uber Non-Commercial License (the "License"); # +# you may not use this file except in compliance with the License. # +# You may obtain a copy of the License at the root directory of this project. # +# # +# See the License for the specific language governing permissions and # +# limitations under the License. # +############################################################################### + +import math + +import gpytorch +import numpy as np +import torch +from gpytorch.constraints.constraints import Interval +from gpytorch.distributions import MultivariateNormal +from gpytorch.kernels import MaternKernel, ScaleKernel +from gpytorch.likelihoods import GaussianLikelihood +from gpytorch.means import ConstantMean +from gpytorch.mlls import ExactMarginalLogLikelihood +from gpytorch.models import ExactGP + + +# GP Model +class GP(ExactGP): + def __init__(self, train_x, train_y, likelihood, lengthscale_constraint, outputscale_constraint, ard_dims): + super(GP, self).__init__(train_x, train_y, likelihood) + self.ard_dims = ard_dims + self.mean_module = ConstantMean() + base_kernel = MaternKernel(lengthscale_constraint=lengthscale_constraint, ard_num_dims=ard_dims, nu=2.5) + self.covar_module = ScaleKernel(base_kernel, outputscale_constraint=outputscale_constraint) + + def forward(self, x): + mean_x = self.mean_module(x) + covar_x = self.covar_module(x) + return MultivariateNormal(mean_x, covar_x) + + +def train_gp(train_x, train_y, use_ard, num_steps, hypers={}): + """Fit a GP model where train_x is in [0, 1]^d and train_y is standardized.""" + assert train_x.ndim == 2 + assert train_y.ndim == 1 + assert train_x.shape[0] == train_y.shape[0] + + # Create hyper parameter bounds + noise_constraint = Interval(5e-4, 0.2) + if use_ard: + lengthscale_constraint = Interval(0.005, 2.0) + else: + lengthscale_constraint = Interval(0.005, math.sqrt(train_x.shape[1])) # [0.005, sqrt(dim)] + outputscale_constraint = Interval(0.05, 20.0) + + # Create models + likelihood = GaussianLikelihood(noise_constraint=noise_constraint).to(device=train_x.device, dtype=train_y.dtype) + ard_dims = train_x.shape[1] if use_ard else None + model = GP( + train_x=train_x, + train_y=train_y, + likelihood=likelihood, + lengthscale_constraint=lengthscale_constraint, + outputscale_constraint=outputscale_constraint, + ard_dims=ard_dims, + ).to(device=train_x.device, dtype=train_x.dtype) + + # Find optimal model hyperparameters + model.train() + likelihood.train() + + # "Loss" for GPs - the marginal log likelihood + mll = ExactMarginalLogLikelihood(likelihood, model) + + # Initialize model hypers + if hypers: + model.load_state_dict(hypers) + else: + hypers = {} + hypers["covar_module.outputscale"] = 1.0 + hypers["covar_module.base_kernel.lengthscale"] = 0.5 + hypers["likelihood.noise"] = 0.005 + model.initialize(**hypers) + + # Use the adam optimizer + optimizer = torch.optim.Adam([{"params": model.parameters()}], lr=0.1) + + for _ in range(num_steps): + optimizer.zero_grad() + output = model(train_x) + loss = -mll(output, train_y) + loss.backward() + optimizer.step() + + # Switch to eval mode + model.eval() + likelihood.eval() + + return model diff --git a/Ext/Toolboxes/turbo/turbo/turbo_1.py b/Ext/Toolboxes/turbo/turbo/turbo_1.py new file mode 100755 index 00000000..4fcf176f --- /dev/null +++ b/Ext/Toolboxes/turbo/turbo/turbo_1.py @@ -0,0 +1,355 @@ +############################################################################### +# Copyright (c) 2019 Uber Technologies, Inc. # +# # +# Licensed under the Uber Non-Commercial License (the "License"); # +# you may not use this file except in compliance with the License. # +# You may obtain a copy of the License at the root directory of this project. # +# # +# See the License for the specific language governing permissions and # +# limitations under the License. # +############################################################################### + +import math +import sys +from copy import deepcopy +import csv +import os + +import gpytorch +import numpy as np +import torch +from torch.quasirandom import SobolEngine + +from .gp import train_gp +from .utils import from_unit_cube, latin_hypercube, to_unit_cube + + +class Turbo1: + """The TuRBO-1 algorithm. + + Parameters + ---------- + f : function handle + lb : Lower variable bounds, numpy.array, shape (d,). + ub : Upper variable bounds, numpy.array, shape (d,). + n_init : Number of initial points (2*dim is recommended), int. + max_evals : Total evaluation budget, int. + batch_size : Number of points in each batch, int. + verbose : If you want to print information about the optimization progress, bool. + use_ard : If you want to use ARD for the GP kernel. + max_cholesky_size : Largest number of training points where we use Cholesky, int + n_training_steps : Number of training steps for learning the GP hypers, int + min_cuda : We use float64 on the CPU if we have this or fewer datapoints + device : Device to use for GP fitting ("cpu" or "cuda") + dtype : Dtype to use for GP fitting ("float32" or "float64") + + Example usage: + turbo1 = Turbo1(f=f, lb=lb, ub=ub, n_init=n_init, max_evals=max_evals) + turbo1.optimize() # Run optimization + X, fX = turbo1.X, turbo1.fX # Evaluated points + """ + + def __init__( + self, + f, + lb, + ub, + n_init, + max_evals, + batch_size=1, + verbose=True, + use_ard=True, + max_cholesky_size=2000, + n_training_steps=50, + min_cuda=1024, + device="cpu", + dtype="float64", + ): + + # Very basic input checks + assert lb.ndim == 1 and ub.ndim == 1 + assert len(lb) == len(ub) + assert np.all(ub > lb) + assert max_evals > 0 and isinstance(max_evals, int) + assert n_init > 0 and isinstance(n_init, int) + assert batch_size > 0 and isinstance(batch_size, int) + assert isinstance(verbose, bool) and isinstance(use_ard, bool) + assert max_cholesky_size >= 0 and isinstance(batch_size, int) + assert n_training_steps >= 30 and isinstance(n_training_steps, int) + # Note: max_evals can be lower than n_init if we try to load initial samples from .csv + # file sent from MATLAB - hence we don't check that max_evals is "large enough" + # assert max_evals > n_init and max_evals > batch_size + assert device == "cpu" or device == "cuda" + assert dtype == "float32" or dtype == "float64" + if device == "cuda": + assert torch.cuda.is_available(), "can't use cuda if it's not available" + + # Save function information + self.f = f + self.dim = len(lb) + self.lb = lb + self.ub = ub + + # Settings + self.n_init = n_init + self.max_evals = max_evals + self.batch_size = batch_size + self.verbose = verbose + self.use_ard = use_ard + self.max_cholesky_size = max_cholesky_size + self.n_training_steps = n_training_steps + + # Hyperparameters + self.mean = np.zeros((0, 1)) + self.signal_var = np.zeros((0, 1)) + self.noise_var = np.zeros((0, 1)) + self.lengthscales = np.zeros((0, self.dim)) if self.use_ard else np.zeros((0, 1)) + + # Tolerances and counters + self.n_cand = min(100 * self.dim, 5000) + self.failtol = np.ceil(np.max([4.0 / batch_size, self.dim / batch_size])) + self.succtol = 3 + self.n_evals = 0 + + # Trust region sizes + self.length_min = 0.5 ** 7 + self.length_max = 1.6 + self.length_init = 0.8 + + # Save the full history + self.X = np.zeros((0, self.dim)) + self.fX = np.zeros((0, 1)) + + # Device and dtype for GPyTorch + self.min_cuda = min_cuda + self.dtype = torch.float32 if dtype == "float32" else torch.float64 + self.device = torch.device("cuda") if device == "cuda" else torch.device("cpu") + if self.verbose: + print("Using dtype = %s \nUsing device = %s" % (self.dtype, self.device)) + sys.stdout.flush() + + # Initialize parameters + self._restart() + + # Define a counter for how many times Turbo has reset + self.reset_counter = 1 + + def _restart(self): + self._X = [] + self._fX = [] + self.failcount = 0 + self.succcount = 0 + self.length = self.length_init + + def _adjust_length(self, fX_next): + if np.min(fX_next) < np.min(self._fX) - 1e-3 * math.fabs(np.min(self._fX)): + self.succcount += 1 + self.failcount = 0 + else: + self.succcount = 0 + self.failcount += 1 + + if self.succcount == self.succtol: # Expand trust region + self.length = min([2.0 * self.length, self.length_max]) + self.succcount = 0 + elif self.failcount == self.failtol: # Shrink trust region + self.length /= 2.0 + self.failcount = 0 + + def _create_candidates(self, X, fX, length, n_training_steps, hypers): + """Generate candidates assuming X has been scaled to [0,1]^d.""" + # Pick the center as the point with the smallest function values + # NOTE: This may not be robust to noise, in which case the posterior mean of the GP can be used instead + assert X.min() >= 0.0 and X.max() <= 1.0 + + # Standardize function values. + mu, sigma = np.median(fX), fX.std() + sigma = 1.0 if sigma < 1e-6 else sigma + fX = (deepcopy(fX) - mu) / sigma + + # Figure out what device we are running on + if len(X) < self.min_cuda: + device, dtype = torch.device("cpu"), torch.float64 + else: + device, dtype = self.device, self.dtype + + # We use CG + Lanczos for training if we have enough data + with gpytorch.settings.max_cholesky_size(self.max_cholesky_size): + X_torch = torch.tensor(X).to(device=device, dtype=dtype) + y_torch = torch.tensor(fX).to(device=device, dtype=dtype) + gp = train_gp( + train_x=X_torch, train_y=y_torch, use_ard=self.use_ard, num_steps=n_training_steps, hypers=hypers + ) + + # Save state dict + hypers = gp.state_dict() + + # Create the trust region boundaries + x_center = X[fX.argmin().item(), :][None, :] + weights = gp.covar_module.base_kernel.lengthscale.cpu().detach().numpy().ravel() + weights = weights / weights.mean() # This will make the next line more stable + weights = weights / np.prod(np.power(weights, 1.0 / len(weights))) # We now have weights.prod() = 1 + lb = np.clip(x_center - weights * length / 2.0, 0.0, 1.0) + ub = np.clip(x_center + weights * length / 2.0, 0.0, 1.0) + + # Draw a Sobolev sequence in [lb, ub] + seed = np.random.randint(int(1e6)) + sobol = SobolEngine(self.dim, scramble=True, seed=seed) + pert = sobol.draw(self.n_cand).to(dtype=dtype, device=device).cpu().detach().numpy() + pert = lb + (ub - lb) * pert + + # Create a perturbation mask + prob_perturb = min(20.0 / self.dim, 1.0) + mask = np.random.rand(self.n_cand, self.dim) <= prob_perturb + ind = np.where(np.sum(mask, axis=1) == 0)[0] + mask[ind, np.random.randint(0, self.dim - 1, size=len(ind))] = 1 + + # Create candidate points + X_cand = x_center.copy() * np.ones((self.n_cand, self.dim)) + X_cand[mask] = pert[mask] + + # Figure out what device we are running on + if len(X_cand) < self.min_cuda: + device, dtype = torch.device("cpu"), torch.float64 + else: + device, dtype = self.device, self.dtype + + # We may have to move the GP to a new device + gp = gp.to(dtype=dtype, device=device) + + # We use Lanczos for sampling if we have enough data + with torch.no_grad(), gpytorch.settings.max_cholesky_size(self.max_cholesky_size): + X_cand_torch = torch.tensor(X_cand).to(device=device, dtype=dtype) + y_cand = gp.likelihood(gp(X_cand_torch)).sample(torch.Size([self.batch_size])).t().cpu().detach().numpy() + + # Remove the torch variables + del X_torch, y_torch, X_cand_torch, gp + + # De-standardize the sampled values + y_cand = mu + sigma * y_cand + + return X_cand, y_cand, hypers + + def _select_candidates(self, X_cand, y_cand): + """Select candidates.""" + X_next = np.ones((self.batch_size, self.dim)) + for i in range(self.batch_size): + # Pick the best point and make sure we never pick it again + indbest = np.argmin(y_cand[:, i]) + X_next[i, :] = deepcopy(X_cand[indbest, :]) + y_cand[indbest, :] = np.inf + return X_next + + def optimize(self): + """Run the full optimization process.""" + while self.n_evals < self.max_evals: + if len(self._fX) > 0 and self.verbose: + n_evals, fbest = self.n_evals, self._fX.min() + print(f"{n_evals}) Restarting with fbest = {fbest:.4}") + self.reset_counter += 1 + sys.stdout.flush() + + # Initialize parameters + self._restart() + + matlabToTurboInitFileName = 'initDataFromMatlabToTurbo.csv' + readMatlabSamples = 1 + if self.reset_counter == 1 and os.path.isfile(matlabToTurboInitFileName) and readMatlabSamples: + # No resets have been done - read initial values from matlab + readMatlabSamples = 0 + half_number_init = int(self.n_init/2) + with open(matlabToTurboInitFileName, 'r') as f: + matlab_matrix = [] + reader = csv.reader(f) + for line in reader: + matlab_matrix.append(line) + matlab_matrix = np.vstack(matlab_matrix) + matlab_matrix = matlab_matrix.astype(np.float) ## Converting from string to float + + X_init_matlab = matlab_matrix[:,0:len(self.ub)] + fX_init_matlab = matlab_matrix[:,-1] + fX_init_matlab = fX_init_matlab.reshape(-1,1) # Make fX_init_matlab into column vector instead of row + + # Generate and evalute initial design points (if needed to reach n_init) + n_points_loaded_from_matlab = X_init_matlab.shape[0] + n_random_points_to_generate = max(self.n_init - n_points_loaded_from_matlab, 0) + if n_random_points_to_generate > 0: + print(f"Loaded {n_points_loaded_from_matlab} initial samples from MATLAB. Generating {n_random_points_to_generate} points in Turbo to reach n_init={self.n_init}.") + X_init_rand = latin_hypercube(n_random_points_to_generate, self.dim) + X_init_rand = from_unit_cube(X_init_rand, self.lb, self.ub) + fX_init_rand = np.array([[self.f(x)] for x in X_init_rand]) + + X_init = np.vstack((X_init_matlab, X_init_rand)) + fX_init = np.vstack((fX_init_matlab, fX_init_rand)) + else: + print(f"Loaded {n_points_loaded_from_matlab} initial samples from MATLAB. No need to generate more points in Turbo in order to reach n_init={self.n_init}.") + X_init = X_init_matlab + fX_init = fX_init_matlab + + else: + # Generate and evalute initial design points with random + n_random_points_to_generate = self.n_init + X_init = latin_hypercube(n_random_points_to_generate, self.dim) + X_init = from_unit_cube(X_init, self.lb, self.ub) + fX_init = np.array([[self.f(x)] for x in X_init]) + + # Update budget and set as initial data for this TR + self.n_evals += n_random_points_to_generate + self._X = deepcopy(X_init) + self._fX = deepcopy(fX_init) + + # Append data to the global history + self.X = np.vstack((self.X, deepcopy(X_init))) + self.fX = np.vstack((self.fX, deepcopy(fX_init))) + + if self.verbose: + fbest = self._fX.min() + print(f"Starting from fbest = {fbest:.4}") + sys.stdout.flush() + + # Thompson sample to get next suggestions + while self.n_evals < self.max_evals and self.length >= self.length_min: + print(f"n_evals = {self.n_evals} (max_evals = {self.max_evals})") + + # Change batch size in order to exit by max_evals + if self.max_evals - self.n_evals < self.batch_size: + self.batch_size = self.max_evals - self.n_evals + print(f"Computed {self.n_evals}/{self.max_evals} points. Changing batch_size to {self.batch_size} to not exceed max.") + + # Warp inputs + X = to_unit_cube(deepcopy(self._X), self.lb, self.ub) + + # Standardize values + fX = deepcopy(self._fX).ravel() + + # Create th next batch + X_cand, y_cand, _ = self._create_candidates( + X, fX, length=self.length, n_training_steps=self.n_training_steps, hypers={} + ) + X_next = self._select_candidates(X_cand, y_cand) + + # Undo the warping + X_next = from_unit_cube(X_next, self.lb, self.ub) + + # Evaluate batch + print(f"Starting batch (n_evals={self.n_evals}, X_next.shape={X_next.shape})") + fX_next = np.array([[self.f(x)] for x in X_next]) + print(f"Finished batch (n_evals={self.n_evals})") + + # Update trust region + self._adjust_length(fX_next) + + # Update budget and append data + self.n_evals += self.batch_size + self._X = np.vstack((self._X, X_next)) + self._fX = np.vstack((self._fX, fX_next)) + + if self.verbose and fX_next.min() < self.fX.min(): + n_evals, fbest = self.n_evals, fX_next.min() + print(f"{n_evals}) New best: {fbest:.4}") + sys.stdout.flush() + + # Append data to the global history + self.X = np.vstack((self.X, deepcopy(X_next))) + self.fX = np.vstack((self.fX, deepcopy(fX_next))) + print(f"End inner while loop") diff --git a/Ext/Toolboxes/turbo/turbo/turbo_m.py b/Ext/Toolboxes/turbo/turbo/turbo_m.py new file mode 100755 index 00000000..9e8a9001 --- /dev/null +++ b/Ext/Toolboxes/turbo/turbo/turbo_m.py @@ -0,0 +1,247 @@ +############################################################################### +# Copyright (c) 2019 Uber Technologies, Inc. # +# # +# Licensed under the Uber Non-Commercial License (the "License"); # +# you may not use this file except in compliance with the License. # +# You may obtain a copy of the License at the root directory of this project. # +# # +# See the License for the specific language governing permissions and # +# limitations under the License. # +############################################################################### + +import math +import sys +from copy import deepcopy + +import gpytorch +import numpy as np +import torch + +from .gp import train_gp +from .turbo_1 import Turbo1 +from .utils import from_unit_cube, latin_hypercube, to_unit_cube + + +class TurboM(Turbo1): + """The TuRBO-m algorithm. + + Parameters + ---------- + f : function handle + lb : Lower variable bounds, numpy.array, shape (d,). + ub : Upper variable bounds, numpy.array, shape (d,). + n_init : Number of initial points *FOR EACH TRUST REGION* (2*dim is recommended), int. + max_evals : Total evaluation budget, int. + n_trust_regions : Number of trust regions + batch_size : Number of points in each batch, int. + verbose : If you want to print information about the optimization progress, bool. + use_ard : If you want to use ARD for the GP kernel. + max_cholesky_size : Largest number of training points where we use Cholesky, int + n_training_steps : Number of training steps for learning the GP hypers, int + min_cuda : We use float64 on the CPU if we have this or fewer datapoints + device : Device to use for GP fitting ("cpu" or "cuda") + dtype : Dtype to use for GP fitting ("float32" or "float64") + + Example usage: + turbo5 = TurboM(f=f, lb=lb, ub=ub, n_init=n_init, max_evals=max_evals, n_trust_regions=5) + turbo5.optimize() # Run optimization + X, fX = turbo5.X, turbo5.fX # Evaluated points + """ + + def __init__( + self, + f, + lb, + ub, + n_init, + max_evals, + n_trust_regions, + batch_size=1, + verbose=True, + use_ard=True, + max_cholesky_size=2000, + n_training_steps=50, + min_cuda=1024, + device="cpu", + dtype="float64", + ): + self.n_trust_regions = n_trust_regions + super().__init__( + f=f, + lb=lb, + ub=ub, + n_init=n_init, + max_evals=max_evals, + batch_size=batch_size, + verbose=verbose, + use_ard=use_ard, + max_cholesky_size=max_cholesky_size, + n_training_steps=n_training_steps, + min_cuda=min_cuda, + device=device, + dtype=dtype, + ) + + self.succtol = 3 + self.failtol = max(5, self.dim) + + # Very basic input checks + assert n_trust_regions > 1 and isinstance(max_evals, int) + assert max_evals > n_trust_regions * n_init, "Not enough trust regions to do initial evaluations" + assert max_evals > batch_size, "Not enough evaluations to do a single batch" + + # Remember the hypers for trust regions we don't sample from + self.hypers = [{} for _ in range(self.n_trust_regions)] + + # Initialize parameters + self._restart() + + def _restart(self): + self._idx = np.zeros((0, 1), dtype=int) # Track what trust region proposed what using an index vector + self.failcount = np.zeros(self.n_trust_regions, dtype=int) + self.succcount = np.zeros(self.n_trust_regions, dtype=int) + self.length = self.length_init * np.ones(self.n_trust_regions) + + def _adjust_length(self, fX_next, i): + assert i >= 0 and i <= self.n_trust_regions - 1 + + fX_min = self.fX[self._idx[:, 0] == i, 0].min() # Target value + if fX_next.min() < fX_min - 1e-3 * math.fabs(fX_min): + self.succcount[i] += 1 + self.failcount[i] = 0 + else: + self.succcount[i] = 0 + self.failcount[i] += len(fX_next) # NOTE: Add size of the batch for this TR + + if self.succcount[i] == self.succtol: # Expand trust region + self.length[i] = min([2.0 * self.length[i], self.length_max]) + self.succcount[i] = 0 + elif self.failcount[i] >= self.failtol: # Shrink trust region (we may have exceeded the failtol) + self.length[i] /= 2.0 + self.failcount[i] = 0 + + def _select_candidates(self, X_cand, y_cand): + """Select candidates from samples from all trust regions.""" + assert X_cand.shape == (self.n_trust_regions, self.n_cand, self.dim) + assert y_cand.shape == (self.n_trust_regions, self.n_cand, self.batch_size) + assert X_cand.min() >= 0.0 and X_cand.max() <= 1.0 and np.all(np.isfinite(y_cand)) + + X_next = np.zeros((self.batch_size, self.dim)) + idx_next = np.zeros((self.batch_size, 1), dtype=int) + for k in range(self.batch_size): + i, j = np.unravel_index(np.argmin(y_cand[:, :, k]), (self.n_trust_regions, self.n_cand)) + assert y_cand[:, :, k].min() == y_cand[i, j, k] + X_next[k, :] = deepcopy(X_cand[i, j, :]) + idx_next[k, 0] = i + assert np.isfinite(y_cand[i, j, k]) # Just to make sure we never select nan or inf + + # Make sure we never pick this point again + y_cand[i, j, :] = np.inf + + return X_next, idx_next + + def optimize(self): + """Run the full optimization process.""" + # Create initial points for each TR + for i in range(self.n_trust_regions): + X_init = latin_hypercube(self.n_init, self.dim) + X_init = from_unit_cube(X_init, self.lb, self.ub) + fX_init = np.array([[self.f(x)] for x in X_init]) + + # Update budget and set as initial data for this TR + self.X = np.vstack((self.X, X_init)) + self.fX = np.vstack((self.fX, fX_init)) + self._idx = np.vstack((self._idx, i * np.ones((self.n_init, 1), dtype=int))) + self.n_evals += self.n_init + + if self.verbose: + fbest = fX_init.min() + print(f"TR-{i} starting from: {fbest:.4}") + sys.stdout.flush() + + # Thompson sample to get next suggestions + while self.n_evals < self.max_evals: + + # Generate candidates from each TR + X_cand = np.zeros((self.n_trust_regions, self.n_cand, self.dim)) + y_cand = np.inf * np.ones((self.n_trust_regions, self.n_cand, self.batch_size)) + for i in range(self.n_trust_regions): + idx = np.where(self._idx == i)[0] # Extract all "active" indices + + # Get the points, values the active values + X = deepcopy(self.X[idx, :]) + X = to_unit_cube(X, self.lb, self.ub) + + # Get the values from the standardized data + fX = deepcopy(self.fX[idx, 0].ravel()) + + # Don't retrain the model if the training data hasn't changed + n_training_steps = 0 if self.hypers[i] else self.n_training_steps + + # Create new candidates + X_cand[i, :, :], y_cand[i, :, :], self.hypers[i] = self._create_candidates( + X, fX, length=self.length[i], n_training_steps=n_training_steps, hypers=self.hypers[i] + ) + + # Select the next candidates + X_next, idx_next = self._select_candidates(X_cand, y_cand) + assert X_next.min() >= 0.0 and X_next.max() <= 1.0 + + # Undo the warping + X_next = from_unit_cube(X_next, self.lb, self.ub) + + # Evaluate batch + fX_next = np.array([[self.f(x)] for x in X_next]) + + # Update trust regions + for i in range(self.n_trust_regions): + idx_i = np.where(idx_next == i)[0] + if len(idx_i) > 0: + self.hypers[i] = {} # Remove model hypers + fX_i = fX_next[idx_i] + + if self.verbose and fX_i.min() < self.fX.min() - 1e-3 * math.fabs(self.fX.min()): + n_evals, fbest = self.n_evals, fX_i.min() + print(f"{n_evals}) New best @ TR-{i}: {fbest:.4}") + sys.stdout.flush() + self._adjust_length(fX_i, i) + + # Update budget and append data + self.n_evals += self.batch_size + self.X = np.vstack((self.X, deepcopy(X_next))) + self.fX = np.vstack((self.fX, deepcopy(fX_next))) + self._idx = np.vstack((self._idx, deepcopy(idx_next))) + + # Check if any TR needs to be restarted + for i in range(self.n_trust_regions): + if self.length[i] < self.length_min: # Restart trust region if converged + idx_i = self._idx[:, 0] == i + + if self.verbose: + n_evals, fbest = self.n_evals, self.fX[idx_i, 0].min() + print(f"{n_evals}) TR-{i} converged to: : {fbest:.4}") + sys.stdout.flush() + + # Reset length and counters, remove old data from trust region + self.length[i] = self.length_init + self.succcount[i] = 0 + self.failcount[i] = 0 + self._idx[idx_i, 0] = -1 # Remove points from trust region + self.hypers[i] = {} # Remove model hypers + + # Create a new initial design + X_init = latin_hypercube(self.n_init, self.dim) + X_init = from_unit_cube(X_init, self.lb, self.ub) + fX_init = np.array([[self.f(x)] for x in X_init]) + + # Print progress + if self.verbose: + n_evals, fbest = self.n_evals, fX_init.min() + print(f"{n_evals}) TR-{i} is restarting from: : {fbest:.4}") + sys.stdout.flush() + + # Append data to local history + self.X = np.vstack((self.X, X_init)) + self.fX = np.vstack((self.fX, fX_init)) + self._idx = np.vstack((self._idx, i * np.ones((self.n_init, 1), dtype=int))) + self.n_evals += self.n_init diff --git a/Ext/Toolboxes/turbo/turbo/utils.py b/Ext/Toolboxes/turbo/turbo/utils.py new file mode 100755 index 00000000..08068129 --- /dev/null +++ b/Ext/Toolboxes/turbo/turbo/utils.py @@ -0,0 +1,39 @@ +############################################################################### +# Copyright (c) 2019 Uber Technologies, Inc. # +# # +# Licensed under the Uber Non-Commercial License (the "License"); # +# you may not use this file except in compliance with the License. # +# You may obtain a copy of the License at the root directory of this project. # +# # +# See the License for the specific language governing permissions and # +# limitations under the License. # +############################################################################### + +import numpy as np + + +def to_unit_cube(x, lb, ub): + """Project to [0, 1]^d from hypercube with bounds lb and ub""" + assert np.all(lb < ub) and lb.ndim == 1 and ub.ndim == 1 and x.ndim == 2 + xx = (x - lb) / (ub - lb) + return xx + + +def from_unit_cube(x, lb, ub): + """Project from [0, 1]^d to hypercube with bounds lb and ub""" + assert np.all(lb < ub) and lb.ndim == 1 and ub.ndim == 1 and x.ndim == 2 + xx = x * (ub - lb) + lb + return xx + + +def latin_hypercube(n_pts, dim): + """Basic Latin hypercube implementation with center perturbation.""" + X = np.zeros((n_pts, dim)) + centers = (1.0 + 2.0 * np.arange(0.0, n_pts)) / float(2 * n_pts) + for i in range(dim): # Shuffle the center locataions for each dimension. + X[:, i] = centers[np.random.permutation(n_pts)] + + # Add some perturbations within each box + pert = np.random.uniform(-1.0, 1.0, (n_pts, dim)) / float(2 * n_pts) + X += pert + return X diff --git a/Ext/Toolboxes/turbo/turbo_example.m b/Ext/Toolboxes/turbo/turbo_example.m new file mode 100755 index 00000000..40607cfe --- /dev/null +++ b/Ext/Toolboxes/turbo/turbo_example.m @@ -0,0 +1,33 @@ +% This is an example script of how to use Breach with the Turbo solver. + +%% Initialization +% The following script creates a default interface with the +% AbstractFuelControl model. +BrDemo.InitAFC(); +BrAFC + +%% Creating a Falsification Problem +% Given a requirement R and some parameter range, we want to find a +% parameter value for which the system violates R. + +%% +% First we create the parameter search domain and load specifications. +AFC_Falsify = BrAFC.copy(); +AFC_Falsify.SetParamRanges({'Pedal_Angle_pulse_period', 'Pedal_Angle_pulse_amp'}, [10 12; 10 40]); +STL_ReadFile('AFC_simple_spec.stl'); +req = BreachRequirement(AF_alw_ok); + +savingExampleName = fopen('currentExample.txt','wt'); +fprintf(savingExampleName, 'demo_example'); +fclose(savingExampleName); +%% +% Then we create the falsification problem and solve it. +falsif_pb = FalsificationProblem(AFC_Falsify, req); +falsif_pb.max_obj_eval = 23; + +%% Calling turbo +xHist = [10 12 10 + 10 40 40]; +fHist = [0.01992 0.11524 0.014005]; +falsif_pb.setup_turbo('start_sample', xHist, 'start_function_values', fHist); +falsif_pb.solve(); diff --git a/Ext/Toolboxes/turbo/turbo_optimization.py b/Ext/Toolboxes/turbo/turbo_optimization.py new file mode 100755 index 00000000..f08c3260 --- /dev/null +++ b/Ext/Toolboxes/turbo/turbo_optimization.py @@ -0,0 +1,133 @@ +import sys + +from turbo import Turbo1 # import Turbo +import numpy as np +import json +import os +import GPy +import scipy.io +from pyDOE import lhs +from turbo import Turbo1 +import time +import csv +from tqdm import tqdm # to track iterations +from torch.quasirandom import SobolEngine + + +# json file +def inputs_params(): + """ + In this function, we can get the information of the system from a json file, called "scenario.json". + """ + + parameters_file = os.getcwd() + "/scenario.json" + with open('scenario.json', 'r') as outputfile: + + outputdata = json.load(outputfile) + numberOfDimensions = outputdata['number_dimensions'] + inputParameters = outputdata['input_parameters'] + maxNumberOfIterations = outputdata['optimization_iterations'] + lowerBounds = []; + upperBounds = []; + + for i in range(1, numberOfDimensions+1): + readingInputs = {} + currentInput = "x" + str(i) + readingInputs["x" + str(i)] = inputParameters[currentInput] + readingInputsRanges = readingInputs[currentInput] + lowerBounds.append(readingInputsRanges[0]); + upperBounds.append(readingInputsRanges[1]); + + return numberOfDimensions, maxNumberOfIterations, lowerBounds, upperBounds + +# Check to see that objective output is calculated and saved in a csv file, waiting until the objective value is calculated from Breach + +def waiting_to_get_objectvalue_from_matlab(nameOfFileToWaitFor): + + while not os.path.exists (nameOfFileToWaitFor): + time.sleep(1) + + +class Levy: + # Reading system information saved in a json file by calling function "inputs_params" + numberOfDimensions, maxNumberOfIterations, lowerBounds, upperBounds = inputs_params() + def __init__(self, dim = numberOfDimensions): + self.dim = dim + self.lb = lowerBounds + self.ub = upperBounds + + def __call__(self, x): + assert len(x) == self.dim + assert x.ndim == 1 + assert np.all(x <= self.ub) and np.all(x >= self.lb) + + global numberOfIterations + nameOfCurrentInputFile = "turboToMatlab.csv" + + # Writing the input values in a csv file + with open(nameOfCurrentInputFile, 'w') as writingInput: + writingInputsToCSV = csv.writer(writingInput) + for i in range(1, len(x)+1): + convertingValuesToFloat = np.float(x[i-1]) + x[i-1] = convertingValuesToFloat + + + writingInputsToCSV.writerow(x) + writingInput.seek(0,2) + size=writingInput.tell() + writingInput.truncate(size-2) + + #writingInput.close() + + # Tell MATLAB that Turbo has finished writing + f = open('turboFinishedWriting.dummy', 'w') + f.close() + + nameOfCurrentOutputFile = "matlabToTurbo.csv" + nameOfFileToWaitFor = 'matlabFinishedWriting.dummy' + + # Waiting to get objective value from Breach by calling function "waiting_to_get_objectvalue_from_matlab" + waiting_to_get_objectvalue_from_matlab(nameOfFileToWaitFor) + + # Opening and reading value function saved in a csv file + outData = open(nameOfCurrentOutputFile, "r") + outObj = [] + for out in outData: + outObj.append(float(out)) + + outData.close() + + os.remove(nameOfCurrentOutputFile) + os.remove(nameOfFileToWaitFor) + numberOfIterations = numberOfIterations + 1 # Increasing numberOfIterations + + return outObj[0] + + + + +if __name__ == '__main__': + global numberOfIterations + numberOfDimensions, maxNumberOfIterations, lowerBounds, upperBounds = inputs_params() + numberOfIterations = 1 + + f = Levy(numberOfDimensions) + + turbo1 = Turbo1( + f=f, # Handle to objective function + lb=np.array(lowerBounds), # Numpy array specifying lower bounds + ub=np.array(upperBounds), # Numpy array specifying upper bounds + n_init=2*numberOfDimensions, # Number of initial bounds from an Latin hypercube design + max_evals = maxNumberOfIterations, # Maximum number of evaluations + batch_size=10, # How large batch size TuRBO uses + verbose=True, # Print information from each batch + use_ard=True, # Set to true if you want to use ARD for the GP kernel + max_cholesky_size=2000, # When we switch from Cholesky to Lanczos + n_training_steps=50, # Number of steps of ADAM to learn the hypers + min_cuda=1024, # Run on the CPU for small datasets + device="cpu", # "cpu" or "cuda" + dtype="float64", # float64 or float32 + ) + + turbo1.optimize() + sys.exit(0) \ No newline at end of file diff --git a/Ext/Toolboxes/wordgen/AutoTransmission_demo.m b/Ext/Toolboxes/wordgen/AutoTransmission_demo.m new file mode 100755 index 00000000..cefa39b3 --- /dev/null +++ b/Ext/Toolboxes/wordgen/AutoTransmission_demo.m @@ -0,0 +1,239 @@ +%%% Old Script for demo of Classification based method +bdclose all +close all +clear +InitBreach + + +%% Breach Interface Object Creation + +model_name = 'autotrans_mod04'; +fprintf('\n Creating breach interface with simulink model %s\n',model_name) + +simTime = 30 ; +fprintf('\n Simulation time horizon is %d seconds\n',simTime) + +fprintf('\n Press any key to continue') +pause + +BrSys = CoverageBreachSet(model_name,{}); +BrSys.SetTime([0 simTime]); + +%% Set input signals + +fprintf('\n Parametrizing input signals throttle and break....\n') +fprintf('\n Input signals are parametrized as piecewise constant\n ') +input_gen.type = 'UniStep'; + +N1 = 7; N2 = 3; +fprintf('Number of control points for throttle input is %d\n',N1) +fprintf('Number of control points for break input is %d\n',N2 ) +input_gen.cp = [N1 N2]; +input_gen.method = {'previous','previous'}; +BrSys.SetInputGen(input_gen); + +fprintf('\n Press any key to continue\n') +pause + +%% Specifying parameter names +for i=0:N1-1 + signal_u0{1,i+1}=strcat('In1_u',num2str(i)); +end + +for i=0:N2-1 + signal_u1{1,i+1}=strcat('In2_u',num2str(i)); +end +signal = [signal_u0,signal_u1]; + +%% Initializing CBS object parameters + +% Input ranges +fprintf('\n Range of throttle is [35,100]\n') +fprintf('Range of break is [0,40] \n') +fprintf('\n Grid discretization unit for both signal ranges is 4 units\n') +R1 = [35,100]; +R2 = [0,40]; +CBS = BrSys.copy; +CBS.SetParamRanges(signal,[ones(N1,1)*R1;ones(N2,1)*R2]); +CBS.SetEpsGridsize([4*ones(N1,1);4*ones(N2,1)]); +CBS.SetDeltaGridsize(2*CBS.epsgridsize); + +fprintf('\n Press any key to continue\n ') +pause + + +%% Specifying STL formula +fprintf('\n The STL formula is\n ') + f1 = STL_Formula('f1','alw(RPM[t]<2520)'); + f2 = STL_Formula('f2','ev_[0,10](speed[t]>50)'); + phi = STL_Formula('phi1','not(f1 and f2)'); + + % Can rewrite formula: [f1 => phitest2] where + phitest1 = STL_Formula('phitest1','ev(RPM[t]>2520)'); % not(f1) + phitest2 = STL_Formula('phitest2','alw_[0,10](speed[t]<50)'); % not(f2) +disp(phi) + +fprintf('\n Press any key to continue\n') +pause + +%% Setting falsification method and parameters +msg1 = sprintf('\nChoose a falsification method\n'); +msg2 = sprintf('Press 1 : Classification guided sampling\n'); +msg3 = sprintf('Press 2: Pseudo random sampling\n'); +msg4 = sprintf('Press 3: Global_nelder_mead\n'); +msg5 = sprintf('Press 4: CMA-ES\n'); +msg6 = sprintf('Press 5: simulannealbnd\n'); + +a = input([msg1,msg2,msg3,msg4,msg5,msg6]); + +switch a + + case 2 + time_lim = 2000; + fprintf('\n Time limit of computation is %d seconds\n',time_lim) + snap_grid = 'y'; + switch snap_grid + case 'y' + CBS.SetSnapToGrid(true); + case 'n' + CBS.SetSnapToGrid(false); + otherwise + error('no epsilon resolution specified') + end + max_sim = inf; + fprintf('\n Choose one of the following seeds for pseudorandom sampling:\n') + r = input('0, 5000, 10000 or 15000\n'); + rng(r,'twister'); + tic + Out = StatFalsify(CBS,phi,w_rob,max_sim,max_sim,time_lim); + time = toc; + fprintf('Computation time = %f seconds \n',time); + + case 1 + time_lim = inf; + snap_grid = 'y'; + switch snap_grid + case 'y' + CBS.SetSnapToGrid(true); + case 'n' + CBS.SetSnapToGrid(false); + otherwise + error('no epsilon resolution specified') + end + + w_rob = 0.5; + fprintf('\n Weightage to robustness information is %f\n',w_rob) + + max_sim = 1500; + fprintf('\n Limit on number of simulations during global search is %d.\n',max_sim) + + init_sim = 70; + fprintf('\n Threshold number of samples for classification is %d\n ',init_sim) + + + fprintf('\n Press any key to continue\n') + pause + + fprintf('\n Choose one of the following seeds for pseudorandom sampling:\n') + r = input('0, 5000, 10000 or 15000\n'); + rng(r,'twister'); + timervar_1 = tic; + Out = StatFalsify([],CBS,phitest1,w_rob,init_sim,max_sim,time_lim); + time_1 = toc(timervar_1); + fname = ['cl',num2str(r)]; + save(fname, 'AutoTrans_phitest1') + %% + if isempty(Out.falsifier) + % Resetting CBS + clear CBS; + CBS = BrSys.copy; + CBS.SetParamRanges(signal_u0,ones(N1,1)*R1); + CBS.SetParamRanges(signal_u1,ones(N2,1)*R2); + CBS.SetEpsGridsize([4*ones(N1,1);4*ones(N2,1)]); + CBS.SetDeltaGridsize(2*CBS.epsgridsize); + + + % Sort region indices in ascending order of lowest robustness values + [~,I] = sort(Out.lower_bounds.vals); + L = Out.lower_bounds; + X = L.pts; + avg = mean(L.vals); + Y = L.pts(L.vals50)'); +%phi = STL_Formula('phi','alw_[0,10](RPM[t]<2520)'); +%phi = STL_Formula('phi','not(f1 and f2)'); +%phi = STL_Formula('phi','alw_[0,10](speed[t]<50)'); + +% Can rewrite formula: [f1 => phitest2] where +% phitest1 = STL_Formula('phitest1','ev(RPM[t]>2520)'); % not(f1) +% phitest2 = STL_Formula('phitest2','alw_[0,10](speed[t]<50)'); % not(f2) + + +%% Checking reachable labels +STL_ReadFile('Autotrans_req.stl'); +phi = BreachRequirement(never_gear3_and_speed_low); + + +%% Set input signals + +fprintf('\n Parametrizing input signals throttle and break....\n') +fprintf('\n Input signals are parametrized as piecewise constant\n ') + +%nb_ctr_pts = [ 7; 3 ]; +nb_ctr_pts = [ 20; 10 ]; +timepoints = [ simTime/nb_ctr_pts(1,1) simTime/nb_ctr_pts(2,1)]; +input_ranges = [ 35 100; 0 40 ]; + +%signal_types = { 'UniStep', 'UniStep' }; +%%%% thao signal_types = { 'VarStep', 'VarStep' }; +input_signal_names = {'In1','In2'}; +signal_gen_method = {'previous','previous'}; + + +%%%% +% Insig = load(sigfilename, '-ascii'); +% scaling=0.65e-7; +% %%Passband 0.4e-7 Oui les deux -- 0.5e-7 Oui les deux -- +% %0.6e-7 discrepance 19 Oui, uni NON -- %0.8e-7 NON les deux +% +% %%Lowpass +% %%0.4e-4; +% +% Insig(:,1) = scaling*In1(:,1); +% time = Insig(:,1); +%%%% signal_gen_method = {'linear','linear'}; +%%%% In1_u0 = +%%%% In1_dt0 = time(2) - time(1) +%%%% pas de dernier interval dt + + +%from old code +%input_gen.type = 'UniStep'; +%input_gen.method = {'previous','previous'}; + +% grid size collumn on the range of each input signal +gridsize_vector = [ 4; 4 ]; + + +%%%% Once the above system specifications and falsification options are given, +%%%% the following part of the code need not be modified by the user +MetaObj = MetaFalsify(model_name,IO_signal_names); +% specify the simulation time +MetaObj.SimTimeSetUp(simTime); + +% specify the class of input signals +MetaObj.InputSignalFixedPatternSetUp(input_signal_names,signal_gen_method,nb_ctr_pts,input_ranges); + +% specify the property to falsify +MetaObj.STLFormulaSetUp(phi); + +% set up a grid on the input ranges, to estimate coverage +MetaObj.GridSetUp(gridsize_vector,nb_ctr_pts); + +fileID = fopen('OutFalsificationFixedPattern.txt','w'); +MetaObj.OutFileID = fileID; + +%% Start the falsification process +%%%[r,falsified,total_nb_sim,falsi_point] = MetaObj.MetaCall(); + +%%% Set up falsification options + + %%%% Search Monitoring Parameters + %% cov_epsilon = input('Specify coverage increase threshold : '); + MetaObj.cov_epsilon = 1e-3; + %% min robustness decrease in percentage + MetaObj.rob_epsilon_percent = 0.05; + %% min robustness stagnant monitoring window + MetaObj.rob_stagnant_win = 1 + %% coverage stagnant monitoring window + MetaObj.cov_monitoring_win = 1; + + %%% Options for picking initial conditions + MetaObj.re_init_strategy = 2; %2; + % re_init_strategy=0 to pick randomly from the whole space + % re_init_strategy=1 to pick randomly from xlog + % re_init_strategy=2 to pick randomly from xbest + + % re_init_num_xbest: window of choice from xbest, for picking initial point + MetaObj.re_init_num_xbest = 200; + + % num_solvers=nb of solvers %%other than pseudorandom sampling + % TODO add solver_list, and init num_solver as numel(solver_list) + MetaObj.num_solvers=4; + + %% limit on nb of solver calls + MetaObj.nb_solver_calls = 10 %1 %30 + + MetaObj.start_solver_index = 2; %3; %1; %PR 0, cmaes 1, SA 2, GNM 3 + + MetaObj.solver_time = [500 2000 500 900]; + MetaObj.max_obj_eval = [ 100 200 200 500 ]; + MetaObj.seed = 5000; + + +fprintf('\n The falsification problem by metaheuristics is\n ') +MetaObj + +%%%% Run the falsification +MetaObj.MetaCall(); + +%MetaObj.MetaSetupRun(Sys, phi) +%MetaObj.MetaSetupRun(MetaObj.Br, phi) + diff --git a/Ext/Toolboxes/wordgen/Autotrans_falsi_org.m b/Ext/Toolboxes/wordgen/Autotrans_falsi_org.m new file mode 100644 index 00000000..788ef2f9 --- /dev/null +++ b/Ext/Toolboxes/wordgen/Autotrans_falsi_org.m @@ -0,0 +1,140 @@ +%% STILL UNDER DEBUG + +%% This script set up the falsification problem +%% for the Autotransmission model + +close all +clear all +warning('off', 'ALL') + +thao =0; +if thao + addpath('/Users/thaodang/Metaheuristics/src') + addpath('/Users/thaodang/Metaheuristics/breach-dev') + addpath('.') + InitBreach('/Users/thaodang/Metaheuristics/breach-dev',true); % forces initialization from folder in Metaheuristics +else + addpath('../../Metaheuristics/src') +end +model_name = 'autotrans_mod04'; +fprintf('\n Creating breach interface with simulink model %s\n',model_name) + +simTime = 30 ; +fprintf('\n Simulation time horizon is %d seconds\n',simTime) + +IO_signal_names = {'In1','In2','RPM','gear','speed'}; + +%% Specifying STL formula +%fprintf('\n The STL formula is\n ') +f1 = STL_Formula('f1','alw(RPM[t]<2520)'); +f2 = STL_Formula('f2','ev_[0,10](speed[t]>50)'); +%phi = STL_Formula('phi','alw_[0,10](RPM[t]<2520)'); +phi = STL_Formula('phi','not(f1 and f2)'); +%phi = STL_Formula('phi','alw_[0,10](speed[t]<50)'); + +% Can rewrite formula: [f1 => phitest2] where +% phitest1 = STL_Formula('phitest1','ev(RPM[t]>2520)'); % not(f1) +% phitest2 = STL_Formula('phitest2','alw_[0,10](speed[t]<50)'); % not(f2) + + +%% Set input signals + +fprintf('\n Parametrizing input signals throttle and break....\n') +fprintf('\n Input signals are parametrized as piecewise constant\n ') + +nb_ctr_pts = [ 7; 3 ]; +input_ranges = [ 35 100; 0 40 ]; +%signal_types = { 'UniStep', 'UniStep' }; +%%%% thao signal_types = { 'VarStep', 'VarStep' }; +input_signal_names = {'In1','In2'}; +signal_gen_method = {'previous','previous'}; + + +%%%% +% Insig = load(sigfilename, '-ascii'); +% scaling=0.65e-7; +% %%Passband 0.4e-7 Oui les deux -- 0.5e-7 Oui les deux -- +% %0.6e-7 discrepance 19 Oui, uni NON -- %0.8e-7 NON les deux +% +% %%Lowpass +% %%0.4e-4; +% +% Insig(:,1) = scaling*In1(:,1); +% time = Insig(:,1); +%%%% signal_gen_method = {'linear','linear'}; +%%%% In1_u0 = +%%%% In1_dt0 = time(2) - time(1) +%%%% pas de dernier interval dt + + +%from old code +%input_gen.type = 'UniStep'; +%input_gen.method = {'previous','previous'}; + +% grid size collumn on the range of each input signal +gridsize_vector = [ 4; 4 ]; + + +%%%% Once the above system specifications and falsification options are given, +%%%% the following part of the code need not be modified by the user +MetaObj = MetaFalsify(model_name,IO_signal_names); +% specify the simulation time +MetaObj.SimTimeSetUp(simTime); + +% specify the class of input signals +MetaObj.InputSignalSetUp(input_signal_names,signal_gen_method,nb_ctr_pts,input_ranges); + +% specify the property to falsify +MetaObj.STLFormulaSetUp(phi); + +% set up a grid on the input ranges, to estimate coverage +MetaObj.GridSetUp(gridsize_vector,nb_ctr_pts); + + +%% Start the falsification process +%%%[r,falsified,total_nb_sim,falsi_point] = MetaObj.MetaCall(); + +%%% Set up falsification options + + %%%% Search Monitoring Parameters + %% cov_epsilon = input('Specify coverage increase threshold : '); + MetaObj.cov_epsilon = 1e-3; + %% min robustness decrease in percentage + MetaObj.rob_epsilon_percent = 0.05; + %% min robustness stagnant monitoring window + MetaObj.rob_stagnant_win = 1 + %% coverage stagnant monitoring window + MetaObj.cov_monitoring_win = 1; + + %%% Options for picking initial conditions + MetaObj.re_init_strategy = 2; %2; + % re_init_strategy=0 to pick randomly from the whole space + % re_init_strategy=1 to pick randomly from xlog + % re_init_strategy=2 to pick randomly from xbest + + % re_init_num_xbest: window of choice from xbest, for picking initial point + MetaObj.re_init_num_xbest = 200; + + % num_solvers=nb of solvers %%other than pseudorandom sampling + % TODO add solver_list, and init num_solver as numel(solver_list) + MetaObj.num_solvers=4; + + %% limit on nb of solver calls + MetaObj.nb_solver_calls = 2 %1 %30 + + MetaObj.start_solver_index = 2; %3; %1; %PR 0, cmaes 1, SA 2, GNM 3 + + MetaObj.solver_time = [500 2000 500 900]; + MetaObj.max_obj_eval = [ 1000 20000 1000 50000 ]; + MetaObj.seed = 5000; + + +fprintf('\n The falsification problem by metaheuristics is\n ') +MetaObj + +%%%% Run the falsification +MetaObj.MetaCall(); + +%MetaObj.MetaSetupRun(Sys, phi) +%MetaObj.MetaSetupRun(MetaObj.Br, phi) + diff --git a/Ext/Toolboxes/wordgen/Autotrans_setup.m b/Ext/Toolboxes/wordgen/Autotrans_setup.m new file mode 100644 index 00000000..d538794c --- /dev/null +++ b/Ext/Toolboxes/wordgen/Autotrans_setup.m @@ -0,0 +1,124 @@ +%% This script set up the falsification problem +%% for the Autotransmission model + +close all +clear all +%warning('off', 'ALL') + +addpath('/Users/thaodang/Metaheuristics/supp_code') +addpath('/Users/thaodang/Metaheuristics/src') +addpath('/Users/thaodang/Metaheuristics/breach-dev') +addpath('.') + +InitBreach('/Users/thaodang/Metaheuristics/breach-dev',true); % forces initialization from folder in Metaheuristics + +model_name = 'autotrans_mod04'; +fprintf('\n Creating breach interface with simulink model %s\n',model_name) + +simTime = 30 ; +fprintf('\n Simulation time horizon is %d seconds\n',simTime) + +IO_signal_names = {'In1','In2','RMP','gear','speed'}; +BrSys = CoverageBreachSet(model_name,{},[],IO_signal_names); +%BrSys = CoverageBreachSet(model_name,{}); +BrSys.SetTime([0 simTime]); + +%% Set input signals + +fprintf('\n Parametrizing input signals throttle and break....\n') +fprintf('\n Input signals are parametrized as piecewise constant\n ') +input_gen.type = 'UniStep'; + +N1 = 7; N2 = 3; +fprintf('Number of control points for throttle input is %d\n',N1) +fprintf('Number of control points for break input is %d\n',N2 ) +input_gen.cp = [N1 N2]; +input_gen.method = {'previous','previous'}; +BrSys.SetInputGen(input_gen); + +%% Specifying parameter names +for i=0:N1-1 + signal_u0{1,i+1}=strcat('In1_u',num2str(i)); +end + +for i=0:N2-1 + signal_u1{1,i+1}=strcat('In2_u',num2str(i)); +end +signal = [signal_u0,signal_u1]; + +%% Initializing CBS object parameters + +% Input ranges +% fprintf('\n Range of throttle is [35,100]\n') +% fprintf('Range of break is [0,40] \n') +% fprintf('\n Grid discretization unit for both signal ranges is 4 units\n') +R1 = [35,100]; +R2 = [0, 40]; +Sys = BrSys.copy(); +%signal +Sys.SetParamRanges(signal,[ones(N1,1)*R1;ones(N2,1)*R2]); +Sys.SetEpsGridsize([4*ones(N1,1);4*ones(N2,1)]); +Sys.SetDeltaGridsize(2*Sys.epsgridsize); + +%% Specifying STL formula +%fprintf('\n The STL formula is\n ') +f1 = STL_Formula('f1','alw(RPM[t]<2520)'); +f2 = STL_Formula('f2','ev_[0,10](speed[t]>50)'); +phi = STL_Formula('phi','not(f1 and f2)'); +%phi = STL_Formula('phi','alw_[0,10](speed[t]<50)'); + +% Can rewrite formula: [f1 => phitest2] where +% phitest1 = STL_Formula('phitest1','ev(RPM[t]>2520)'); % not(f1) +% phitest2 = STL_Formula('phitest2','alw_[0,10](speed[t]<50)'); % not(f2) + + + +MetaObj = MetaFalsify(); + + + + +%%% Set up falsification options + + %% limit on nb of solver calls + %this.nb_solver_calls = input('Specify Max Nb of Solver Calls: '); + MetaObj.nb_solver_calls = 30 %30 %1 %30 + %fprintf('\n Max Nb of Solver Calls: ',this.nb_solver_calls) + + %%%% Search Monitoring Parameters + %% cov_epsilon = input('Specify coverage increase threshold : '); + MetaObj.cov_epsilon = 1e-3; + %% min robustness decrease in percentage + MetaObj.rob_epsilon_percent = 0.05; + %% min robustness stagnant monitoring window + MetaObj.rob_stagnant_win = 1 + %% coverage stagnant monitoring window + MetaObj.cov_monitoring_win = 1; + + %%% Options for picking initial conditions + MetaObj.re_init_strategy = 1; + % re_init_strategy=0 to pick randomly from the whole space + % re_init_strategy=1 to pick randomly from xlog + % re_init_strategy=2 to pick randomly from xbest + + % re_init_num_xbest: window of choice from xbest, for picking initial point + MetaObj.re_init_num_xbest = 1; + + % num_solvers=nb of solvers %%other than pseudorandom sampling + % TODO add solver_list, and init num_solver as numel(solver_list) + MetaObj.num_solvers=4; + + MetaObj.start_solver_index = 3; %1; %PR 0, cmaes 1, SA 2, GNM 3 + + MetaObj.solver_time = [200 1200 200 200]; + MetaObj.max_obj_eval = [ 2000 2500 2000 2000 ]; + MetaObj.seed = 5000; + + +fprintf('\n The falsification problem by metaheuristics is\n ') +Sys + +%%%% Run the falsification +MetaObj.MetaSetupRun(Sys, phi); + + diff --git a/Ext/Toolboxes/wordgen/Autotrans_wordgen_falsi.m b/Ext/Toolboxes/wordgen/Autotrans_wordgen_falsi.m new file mode 100644 index 00000000..a56290a8 --- /dev/null +++ b/Ext/Toolboxes/wordgen/Autotrans_wordgen_falsi.m @@ -0,0 +1,55 @@ + +addpath('/Users/thaodang/Metaheuristics/src') +addpath('/Users/thaodang/Metaheuristics/wordgen') +addpath('/Users/thaodang/Metaheuristics/breach-dev') +addpath('.') +InitBreach('/Users/thaodang/Metaheuristics/breach-dev',true); % forces initialization from folder in Metaheuristics + + +%% TA based signal generator setup +% + +num_evt=5 + +init_TA_signal_gen; + + +%% Checking reachable labels +STL_ReadFile('Autotrans_req.stl'); + +%% + +S2 = S0.copy(); +mdl = 'Autotrans_wordgen'; +%mdl = 'autotrans_mod04'; +Ba = BreachSimulinkSystem(mdl); +Ba.SetTime(time); +Ba.SetInputGen(S2); +Ba.SetParamRanges([pevts pbranching], [0 1]); +Ba.Sim(); + + +%% +R = BreachRequirement(never_gear3_and_speed_low); +falsif_pb = FalsificationProblem(Ba, R); +falsif_pb.solver_options.num_corners = 100; +falsif_pb.solver_options.num_quasi_rand_samples = 100; +falsif_pb.max_obj_eval = 1000; +%falsif_pb.SetupDiskCaching(); + +%% +falsif_pb.solve(); + +%% Initial Counter-example +BFalse = falsif_pb.BrSet_False; +%BFalse = falsif_pb.GetFalse();; + +%% Fix Specification +param_pb = ParamSynthProblem(BFalse, never_gear3_and_speed_low, 'v_low', [0 30]); +param_pb.solver_options.monotony = -1; +param_pb.solve(); + + +%% Requirement mining: Iterate +%mining_pb = ReqMiningProblem(param_pb, falsif_pb); +%mining_pb.solve(); diff --git a/Ext/Toolboxes/wordgen/Autotrans_wordgen_falsi_optim.m b/Ext/Toolboxes/wordgen/Autotrans_wordgen_falsi_optim.m new file mode 100644 index 00000000..64d4bd7d --- /dev/null +++ b/Ext/Toolboxes/wordgen/Autotrans_wordgen_falsi_optim.m @@ -0,0 +1,145 @@ +addpath('/Users/dang/Metaheuristics/breach-dev') + +addpath('/Users/dang/Metaheuristics/src') +addpath('.') + +addpath('/Users/dang/Metaheuristics/wordgen') +InitBreach('/Users/dang/Metaheuristics/breach-dev',true); + +%% TA based signal generator setup +% +num_evt=25; +init_TA_signal_gen; + + +%% Checking reachable labels +STL_ReadFile('Autotrans_req.stl'); + +%% + +S2 = S0.copy(); +mdl = 'Autotrans_wordgen'; +Ba = BreachSimulinkSystem(mdl); +Ba.SetTime(time); +Ba.SetInputGen(S2); +Ba.SetParamRanges([pevts pbranching], [0.000001 0.999999]); +% Ba.Sim(); + + +%% +R = BreachRequirement(never_gear3_and_speed_low); +falsif_pb = FalsificationProblem(Ba, R); + +nb_varying_params = size(Ba.VaryingParamList(),2); + +% falsif_pb.solver_options.num_corners = 100; +% falsif_pb.solver_options.num_quasi_rand_samples = 100; +% falsif_pb.max_obj_eval = 1000; +%falsif_pb.SetupDiskCaching(); + +%falsif_pb.solve(); + +%% Initial Counter-example +%%BFalse = falsif_pb.BrSet_False; +%BFalse = falsif_pb.GetFalse();; + +%% Fix Specification +% param_pb = ParamSynthProblem(BFalse, never_gear3_and_speed_low, 'v_low', [0 30]); +% param_pb.solver_options.monotony = -1; +% param_pb.solve(); + + +%% Requirement mining: Iterate +%mining_pb = ReqMiningProblem(param_pb, falsif_pb); +%mining_pb.solve(); + + + +% grid size collumn on the range of each var param +gridnb_vector = []; +for ii = 1:nb_varying_params + gridnb_vector = [ gridnb_vector 10 ]; +end + +%%%% Once the above system specifications and falsification options are given, +%%%% the following part of the code need not be modified by the user +%MetaObj = MetaFalsify(B, R, params, ranges); +MetaObj = MetaFalsify(Ba, R, falsif_pb); + + +% fprintf('\n The falsification problem by metaheuristics is\n ') +% MetaObj.Pbs + +% set up a grid on the input ranges, to estimate coverage +MetaObj.GridNbSetUp(gridnb_vector); + + +%% Start the falsification process +%%%[r,falsified,total_nb_sim,falsi_point] = MetaObj.MetaCall(); + +%%% Set up falsification options + + %%%% Search Monitoring Parameters + %% cov_epsilon = input('Specify coverage increase threshold : '); + MetaObj.cov_epsilon = 1e-3; %1e-3; + %% min robustness decrease in percentage + MetaObj.rob_epsilon_percent = 1e-2; %0.05; + %% min robustness stagnant monitoring window + MetaObj.rob_stagnant_win = 1 + %% coverage stagnant monitoring window + MetaObj.cov_monitoring_win = 2; + + %%%% Problem-specific computation parameters + %%% Options for picking initial conditions + MetaObj.re_init_strategy = 2; + % re_init_strategy=0 to pick randomly from the whole space + % re_init_strategy=1 to pick randomly from xlog + % re_init_strategy=2 to pick randomly from xbest + + MetaObj.re_init_num_xbest = 10; + MetaObj.re_init_num_xlog = 200; + MetaObj.re_init_num_rand = 100; + + % num_solvers=nb of solvers %%other than pseudorandom sampling + % TODO add solver_list, and init num_solver as numel(solver_list) + MetaObj.num_solvers = 4; + + %% limit on nb of solver calls + MetaObj.nb_solver_calls = 2; + + MetaObj.start_solver_index = 3; %PR 0, cmaes 1, SA 2, GNM 3 + MetaObj.solver_time = [100 100 100 100]; + MetaObj.max_obj_eval = [200 1200 0 70]; + MetaObj.seed = 100; + +Plot_signal_names = {'brake','throttle','speed','gear','RPM'}; +MetaObj.Plot_signal_names = Plot_signal_names; + +% fprintf('\n The falsification problem by metaheuristics is\n ') +% MetaObj +% Open file to save intermediate results +fileID = fopen('OutFalsification.txt','w'); +MetaObj.OutFileID = fileID; + +fprintf(1,'\n STL_Formula %s', formuleSt); +fprintf(fileID,'\n STL_Formula %', formuleSt); +fprintf(1, '\n Model name is %s \n', model_name); +fprintf(fileID, '\n Model name is %s \n', model_name); + +MetaObj.MetaShortFilePrint(fileID); + +%%%% Run the falsification +MetaObj.MetaCall(); + +%MetaObj.MetaSetupRun(Sys, phi) +%MetaObj.MetaSetupRun(MetaObj.Br, phi) + + +%% Plotting Log +% Rpb= pb.GetLog(); +% Fpb = BreachSamplesPlot(Rpb); +% Fpb.set_y_axis('notsaturation'); + + +%% closing output file +fclose(fileID); \ No newline at end of file diff --git a/Ext/Toolboxes/wordgen/Autotrans_wordgen_falsi_optim_19_76_CMAES.m b/Ext/Toolboxes/wordgen/Autotrans_wordgen_falsi_optim_19_76_CMAES.m new file mode 100644 index 00000000..f51b83d4 --- /dev/null +++ b/Ext/Toolboxes/wordgen/Autotrans_wordgen_falsi_optim_19_76_CMAES.m @@ -0,0 +1,145 @@ +addpath('/Users/dang/Metaheuristics/breach-dev') + +addpath('/Users/dang/Metaheuristics/src') +addpath('.') + +addpath('/Users/dang/Metaheuristics/wordgen') +InitBreach('/Users/dang/Metaheuristics/breach-dev',true); + +%% TA based signal generator setup +% +num_evt=25; +init_TA_signal_gen; + + +%% Checking reachable labels +STL_ReadFile('Autotrans_req.stl'); + +%% + +S2 = S0.copy(); +mdl = 'Autotrans_wordgen'; +Ba = BreachSimulinkSystem(mdl); +Ba.SetTime(time); +Ba.SetInputGen(S2); +Ba.SetParamRanges([pevts pbranching], [0.000001 0.999999]); +% Ba.Sim(); + + +%% +R = BreachRequirement(never_gear3_and_speed_low); +falsif_pb = FalsificationProblem(Ba, R); + +nb_varying_params = size(Ba.VaryingParamList(),2); + +% falsif_pb.solver_options.num_corners = 100; +% falsif_pb.solver_options.num_quasi_rand_samples = 100; +% falsif_pb.max_obj_eval = 1000; +%falsif_pb.SetupDiskCaching(); + +%falsif_pb.solve(); + +%% Initial Counter-example +%%BFalse = falsif_pb.BrSet_False; +%BFalse = falsif_pb.GetFalse();; + +%% Fix Specification +% param_pb = ParamSynthProblem(BFalse, never_gear3_and_speed_low, 'v_low', [0 30]); +% param_pb.solver_options.monotony = -1; +% param_pb.solve(); + + +%% Requirement mining: Iterate +%mining_pb = ReqMiningProblem(param_pb, falsif_pb); +%mining_pb.solve(); + + + +% grid size collumn on the range of each var param +gridnb_vector = []; +for ii = 1:nb_varying_params + gridnb_vector = [ gridnb_vector 10 ]; +end + +%%%% Once the above system specifications and falsification options are given, +%%%% the following part of the code need not be modified by the user +%MetaObj = MetaFalsify(B, R, params, ranges); +MetaObj = MetaFalsify(Ba, R, falsif_pb); + + +% fprintf('\n The falsification problem by metaheuristics is\n ') +% MetaObj.Pbs + +% set up a grid on the input ranges, to estimate coverage +MetaObj.GridNbSetUp(gridnb_vector); + + +%% Start the falsification process +%%%[r,falsified,total_nb_sim,falsi_point] = MetaObj.MetaCall(); + +%%% Set up falsification options + + %%%% Search Monitoring Parameters + %% cov_epsilon = input('Specify coverage increase threshold : '); + MetaObj.cov_epsilon = 1e-3; %1e-3; + %% min robustness decrease in percentage + MetaObj.rob_epsilon_percent = 1e-2; %0.05; + %% min robustness stagnant monitoring window + MetaObj.rob_stagnant_win = 1 + %% coverage stagnant monitoring window + MetaObj.cov_monitoring_win = 2; + + %%%% Problem-specific computation parameters + %%% Options for picking initial conditions + MetaObj.re_init_strategy = 2; + % re_init_strategy=0 to pick randomly from the whole space + % re_init_strategy=1 to pick randomly from xlog + % re_init_strategy=2 to pick randomly from xbest + + MetaObj.re_init_num_xbest = 10; + MetaObj.re_init_num_xlog = 200; + MetaObj.re_init_num_rand = 100; + + % num_solvers=nb of solvers %%other than pseudorandom sampling + % TODO add solver_list, and init num_solver as numel(solver_list) + MetaObj.num_solvers = 4; + + %% limit on nb of solver calls + MetaObj.nb_solver_calls = 1; + + MetaObj.start_solver_index = 1; %PR 0, cmaes 1, SA 2, GNM 3 + MetaObj.solver_time = [100 100 100 100]; + MetaObj.max_obj_eval = [200 1200 0 1000]; + MetaObj.seed = 100; + +Plot_signal_names = {'brake','throttle','speed','gear','RPM'}; +MetaObj.Plot_signal_names = Plot_signal_names; + +% fprintf('\n The falsification problem by metaheuristics is\n ') +% MetaObj +% Open file to save intermediate results +fileID = fopen('OutFalsification.txt','w'); +MetaObj.OutFileID = fileID; + +%fprintf(1,'\n STL_Formula %', formuleSt); +%fprintf(fileID,'\n STL_Formula %', formuleSt); +%fprintf(1, '\n Model name is %s \n', model_name); +%fprintf(fileID, '\n Model name is %s \n', model_name); + +MetaObj.MetaShortFilePrint(fileID); + +%%%% Run the falsification +MetaObj.MetaCall(); + +%MetaObj.MetaSetupRun(Sys, phi) +%MetaObj.MetaSetupRun(MetaObj.Br, phi) + + +%% Plotting Log +% Rpb= pb.GetLog(); +% Fpb = BreachSamplesPlot(Rpb); +% Fpb.set_y_axis('notsaturation'); + + +%% closing output file +fclose(fileID); \ No newline at end of file diff --git a/Ext/Toolboxes/wordgen/BreachTASignalGen.m b/Ext/Toolboxes/wordgen/BreachTASignalGen.m new file mode 100644 index 00000000..28810224 --- /dev/null +++ b/Ext/Toolboxes/wordgen/BreachTASignalGen.m @@ -0,0 +1,87 @@ +classdef BreachTASignalGen < BreachSignalGen + + methods + function this = BreachTASignalGen(signals, TA_filename, labels_ranges, num_evts, time_scale) + + TA_filename = which(TA_filename); + if isempty(TA_filename) + error('File %s not found.', TA_filename); + end + + + + % creates signal_gen and BreachSignalGen + labels= setdiff(fieldnames(labels_ranges), {'all__'}); + sg = TA_signal_gen2(signals,TA_filename,labels, num_evts); + + + + this = this@BreachSignalGen({sg}); + + + % timescale parameter + if ~exist('time_scale', 'var')||isempty('time_scale') + time_scale =1; + end + + % some defaults for time steps, etc, may need adjusting + % later + this.SetParam('time_scale', time_scale); + sg.min_dt = time_scale/100; + dt = time_scale/200; + time = 0:dt:100*time_scale; + this.SetTime(time); + + % Adjust ranges. TODO: allow for enum and int... + for idx_label = 1:numel(labels) + label = labels{idx_label}; + + + for isig = 1:numel(signals) + sig = signals{isig}; + % Assign ranges for this specific label, if any + if isfield(labels_ranges.(label), sig) + range = labels_ranges.(label).(sig); + params = this.expand_param_name([sig '_' label '_val']); + if isscalar(range) % single value + this.SetParam(params, range); + else + this.SetParamRanges(params, range) + end + % assign range for all labels to this label + % otherwise + + elseif isfield(labels_ranges, 'all__')&&isfield(labels_ranges.all__, sig) + range = labels_ranges.all__.(sig); + params = this.expand_param_name([sig '_' label '_val']); + if isscalar(range) % single value + this.SetParam(params, range); + else + this.SetParamRanges(params, range) + end + end + + + end + end + + % 0,1 ranges for random parameters (branching and time for + % wordgen + pevts = this.expand_param_name('e.*_dt'); + pbranching = this.expand_param_name('e.*_branching'); + + this.SetParamRanges([pevts pbranching], [0 1]); + + + + + + + + + + end + + end + +end \ No newline at end of file diff --git a/Ext/Toolboxes/wordgen/HSCC_Paper_autotrans_time_duration_example_traces.m b/Ext/Toolboxes/wordgen/HSCC_Paper_autotrans_time_duration_example_traces.m new file mode 100644 index 00000000..0ab6c6c2 --- /dev/null +++ b/Ext/Toolboxes/wordgen/HSCC_Paper_autotrans_time_duration_example_traces.m @@ -0,0 +1,43 @@ +%% TA based signal generator setup +% +init_TA_signal_gen; + +S1 = S0.copy(); +S1.SetParamRanges([pevts pbranching], [0 1]); +pvar = S1.GetVariables(); + +S1.Sim(); +figure; +S1.PlotSignals(); + +mdl = 'Autotrans_shift'; +Ba = BreachSimulinkSystem(mdl); +Ba.SetTime(time); +Ba.SetInputGen(S1); +Ba.SetParamRanges([pevts pbranching], [0 1]); +Ba.SampleDomain(pvar,10); +Ba.Sys.Verbose=0; +%% +Ba.Sim(); + +%% Plotting +Ga = BreachSignalsPlot(Ba); + +%% +Ga.AddSignals('throttle', 1, 'all'); + +%% + +Ga.AddAxes +Ga.AddSignals('brake', 2, 'all'); + +Ga.AddAxes +Ga.AddSignals('speed', 3, 'all'); + +Ga.AddAxes +Ga.AddSignals('gear', 4, 'all'); +xlabel('Time') + +%save2pdf('Autotrans_TA_traces.pdf'); + +% alw (inSafeRegion[t] == 1) \ No newline at end of file diff --git a/Ext/Toolboxes/wordgen/NFM_Paper_autotrans_example_trace.m b/Ext/Toolboxes/wordgen/NFM_Paper_autotrans_example_trace.m new file mode 100644 index 00000000..0250d131 --- /dev/null +++ b/Ext/Toolboxes/wordgen/NFM_Paper_autotrans_example_trace.m @@ -0,0 +1,72 @@ +%% TA based signal generator setup +% +init_TA_signal_gen; + +S1 = S0.copy(); +S1.SetParamRanges([pevts pbranching], [0 1]); +pvar = S1.GetVariables(); + +S1.Sim(); +figure; +S1.PlotSignals(); + +mdl = 'Autotrans_wordgen'; +Ba = BreachSimulinkSystem(mdl); +Ba.SetTime(time); +Ba.SetInputGen(S1); +Ba.SetParamRanges([pevts pbranching], [0 1]); +Ba.SampleDomain(pvar,4); +Ba.Sim(); + +%% Plotting +Ga = BreachSignalsPlot(Ba); + +close all; +figure; +ax = subplot(4,1,1); +grid on; +Ga.AddSignals('throttle', ax, 'all'); + +ax = subplot(4,1,2); +grid on; +Ga.AddSignals('brake', ax, 'all'); + +ax = subplot(4,1,3); +grid on; +Ga.AddSignals('speed', ax, 'all'); + + +ax = subplot(4,1,4); +grid on; +Ga.AddSignals('gear', ax, 'all'); +xlabel('Time') + +save2pdf('Autotrans_TA_traces.pdf'); + +%% +%% Plotting +Ga = BreachSignalsPlot(Ba); + +it = 2; +figure; +ax = subplot(3,1,1); +grid on; +Ga.AddSignals('throttle', ax, it ); +set(gca, 'FontSize', 14, 'LineWidth',2); +set(get(gca, 'Children'), 'LineWidth',2) + +ax = subplot(3,1,2); +grid on; +Ga.AddSignals('brake', ax, it); +set(gca, 'FontSize', 14, 'LineWidth',2); +set(get(gca, 'Children'), 'LineWidth',2) + + +ax = subplot(3,1,3); +grid on; +Ga.AddSignals('timeword', ax, it); +xlabel('Time') +set(gca, 'FontSize', 14, 'LineWidth',2); +set(get(gca, 'Children'), 'LineWidth',2) + +save2pdf('Autotrans_Wordgen_Traces.pdf') \ No newline at end of file diff --git a/Ext/Toolboxes/wordgen/TA_param_gen.m b/Ext/Toolboxes/wordgen/TA_param_gen.m new file mode 100644 index 00000000..ff242340 --- /dev/null +++ b/Ext/Toolboxes/wordgen/TA_param_gen.m @@ -0,0 +1,99 @@ +classdef TA_param_gen < param_gen + properties + TA_file + num_events + wordgen_exe = './wordgen' + poly = 5 + template_in + template_out + val_map + p0_out + verbose=0 + min_dt = 1e-9 + end + + methods + function this= TA_param_gen(sig, TA_file, num_events) + this.TA_file = TA_file; + this.num_events = num_events; + this.params = repmat({'params_e'}, 1, num_events); + this.params_out = repmat({'params_dt'}, 1, num_events); + + this.val_map= containers.Map(); + + this.val_map('a') = 0; + this.val_map('b') = 1; + this.val_map('c') = 2; + this.val_map('d') = 3; + this.val_map('e') = 4; + + for ie = 0:num_events-1 + this.params{ie+1} = [sig '_e' num2str(ie)]; + this.params_out{2*ie+1} = [sig '_u' num2str(ie)]; + this.params_out{2*ie+2} = [sig '_dt' num2str(ie)]; + end + this.params{end+1} = 'time_scale'; + this.params{end+1} = 'alpha'; % linear transform of mapping + this.params{end+1} = 'beta'; + + this.params_out{2*num_events+1} = [sig '_u' num2str(num_events)]; + + this.domain = repmat(BreachDomain(),1,numel(this.params)); + this.domain_out = repmat(BreachDomain(),1,numel(this.params_out)); + + this.p0 = [.5*ones(num_events,1); ... + [1 .5 0]']; % time_scale, alpha, beta + this.template_out = [repmat('%g ', 1, num_events-1) '%g']; + + end + + function set_template_in(this, template_in) + [~,~,~, matches, tokens] = regexp(template_in, '\[(\w+)\]'); + this.p0_out = zeros(2*this.num_events+1,1); + this.template_in = template_in; + for im = 1:numel(matches) + this.p0_out(2*im-1,1) = this.val_map(tokens{im}{1}); + end + end + + function p_out = computeParams(this, p_in) + + exe = this.wordgen_exe; + in_file = this.TA_file; + num_pts = size(p_in,2); + + p_out = repmat(this.p0_out, 1, num_pts); + + for ipt = 1:num_pts + + time_scale = p_in(end-2,ipt); + alpha= p_in(end-1, ipt); + beta = p_in(end, ipt); + p = p_in(1:end-3, ipt); + p_out(1:2:end,ipt) = alpha*(p_out(1:2:end,ipt) +beta); + + cmd = [exe ' ' in_file ' --template "' sprintf(this.template_in, p) ... + '" --poly ' num2str(this.poly) ' --traj 1 -v 0 res.txt']; + if this.verbose + disp(cmd); + end + stat = system(cmd); + + if stat + warning('wordgen returned error, or incorrect command: %s', cmd); + p_out(2:2:end, ipt) = 1; + else + f= fopen('res.txt'); + dts = fscanf(f,this.template_out)*time_scale; + dts(dts==0) = this.min_dt; + p_out(2:2:end, ipt) = dts; + fclose(f); + end + + end + end + + end + + +end diff --git a/Ext/Toolboxes/wordgen/TA_signal_gen.m b/Ext/Toolboxes/wordgen/TA_signal_gen.m new file mode 100644 index 00000000..0cfd1274 --- /dev/null +++ b/Ext/Toolboxes/wordgen/TA_signal_gen.m @@ -0,0 +1,154 @@ +classdef TA_signal_gen < var_cp_signal_gen + properties + TA_file + num_evts + labels + wordgen_exe = './wordgen' + poly = 5 + template_in + template_out + params_cp + verbose=0 + min_dt = 1e-9 + end + + methods + function this= TA_signal_gen(sigs, TA_file, labels, num_evt, method) + + if ~exist('method', 'var') + method = 'previous'; + end + + if ~iscell(sigs) + sigs= {sigs}; + end + if ~iscell(labels) + labels= {labels}; + end + + this = this@var_cp_signal_gen(sigs, repmat(num_evt+2,1, numel(sigs)), method); + + this.params_cp = this.params; + this.TA_file = TA_file; + + + this.labels=labels; + + this.num_evts = num_evt; + this.params = repmat({'params_e'}, 1, num_evt); + + for ie = 0:num_evt-1 + this.params{ie+1} = ['d_e' num2str(ie)]; + end + this.params{end+1} = 'time_scale'; + + for i_l=1:numel(labels) + for i_sig=1:numel(sigs) + this.params{end+1} = [sigs{i_sig} '_' labels{i_l} '_val']; + end + end + + this.params = this.params; + + this.params_domain = repmat(BreachDomain(),1,numel(this.params)); + this.p0 = zeros(numel(this.params),1); + this.p0(1:num_evt,1) = 0.5; + + this.template_in = repmat('%g[0.5]', 1, num_evt); + this.template_out = [repmat('%g[%s] ', 1, num_evt-1) '%g[%s]']; + + end + + function X = computeSignals(this,p, time) % compute the signals + p_cp = computeParams(this, p); + X = computeSignals@var_cp_signal_gen(this, p_cp, time); + end + + function p_cp = computeParams(this, p_evt) + + exe = this.wordgen_exe; + in_file = this.TA_file; + num_pts = size(p_evt,2); + + p_cp = zeros(numel(this.params_cp),1); + + for ipt = 1:num_pts + + time_scale = p_evt(this.num_evts+1,ipt); + p = p_evt(1:this.num_evts, ipt); + + cmd = [exe ' ' in_file ' --template "' sprintf(this.template_in, p) ... + '" --poly ' num2str(this.poly) ' --traj 1 -v 0 --output-format timeword res.txt']; + if this.verbose + disp(cmd); + end + stat = system(cmd); + + if stat + warning('wordgen returned error, or incorrect command: %s', cmd); + p_cp(2:2:end, ipt) = 1; + else + fid= fopen('res.txt'); + tline = fgetl(fid); + tok = regexp(tline, '(.*?)\[(\w+)\] ', 'tokens'); + + for itok=1:numel(tok) + idx = find(strcmp(tok{itok}{2},this.labels), 1); + if isempty(idx) + error('Unknown label %s',tok{itok}{1}); + else + dt(itok) = str2num(tok{itok}{1})*time_scale; + idx_label(itok) = idx; + end + end + + idx = 1; + for isig = 1:numel(this.signals) % assign values from label to signals and control points + for i_tok = 1:this.num_cp(isig)-1 + if i_tok<= numel(dt) + p_cp(idx, ipt) = p_evt(this.num_evts... % events + +1 ... % time_scale + + (numel(this.signals)*(idx_label(i_tok)-1)+isig) ... + ,1) ; + p_cp(idx+1, ipt) = max(dt(i_tok), this.min_dt); + end + idx = idx+2; % jump over dt.. + end + if i_tok<= numel(dt) + p_cp(idx, ipt) = p_evt(this.num_evts+1+(numel(this.signals)*(idx_label(i_tok)-1)+isig),1) ; + end + idx = idx+1; + + end + + fclose(fid); + end + + end + end + + function type = getType(this) + type = 'varstep'; + end + + function args = getSignalGenArgs(this) + args = {'num_cp','TA_file','labels','method'}; + end + + end + + methods (Access=private) + + function i_evt = get_evt_idx(this) + i_evt = 1:this.num_evts; + end + + function i_labels = get_labels_idx(this) + i_labels= this.num_evts+1:this.num_evts+numel(this.signals)*numel(this.labels); + end + + + end + + +end diff --git a/Ext/Toolboxes/wordgen/TA_signal_gen2.m b/Ext/Toolboxes/wordgen/TA_signal_gen2.m new file mode 100644 index 00000000..aa911648 --- /dev/null +++ b/Ext/Toolboxes/wordgen/TA_signal_gen2.m @@ -0,0 +1,212 @@ +classdef TA_signal_gen2 < var_cp_signal_gen + properties + TA_file + num_evts + labels + wordgen_exe = './wordgen' + poly = 5 + expected_duration = 0 + template_in + template_out + params_cp + verbose=0 + min_dt = 1e-9 + end + + methods + function this= TA_signal_gen2(sigs, TA_file, labels, num_evt, method) + + if ~exist('method', 'var') + method = 'previous'; + end + + if ~iscell(sigs) + sigs= {sigs}; + end + if ~iscell(labels) + labels= {labels}; + end + + this = this@var_cp_signal_gen(sigs, repmat(num_evt+2,1, numel(sigs)), method); + + this.signals = [this.signals 'timeword']; + this.signals_domain(end+1) = BreachDomain('enum',[], 1:numel(labels)); + + this.params_cp = this.params; + this.TA_file = TA_file; + + if ispc + this.wordgen_exe = which('wordgen.exe'); + else + this.wordgen_exe = which('wordgen'); + end + + if isempty(this.wordgen_exe) + warning('wordgen executable not found.'); + end + + this.labels=labels; + + this.num_evts = num_evt; + this.params = {'time_scale'}; + + for ie = 0:num_evt-1 + this.params{end+1} = ['e' num2str(ie) '_dt']; + this.params{end+1} = ['e' num2str(ie) '_branching' ]; + for i_l=1:numel(labels) + for i_sig=1:numel(sigs) + this.params{end+1} = ['e' num2str(ie) '_' sigs{i_sig} '_' labels{i_l} '_val']; + end + end + end + + this.params = this.params; + this.params_domain = repmat(BreachDomain(),1,numel(this.params)); + this.p0 = zeros(numel(this.params),1); + this.p0(1) = 1; % timescale + idx_dt_branching = this.get_idx_dt_branching(); + this.p0(idx_dt_branching) = 0.5; + + this.template_in = repmat('%g[%g]', 1, num_evt); + this.template_out = [repmat('%g[%s] ', 1, num_evt-1) '%g[%s]']; + + end + + function [X,time] = computeSignals(this,p, time) % compute the signals + [p_cp, dts, labels_idx] = computeParams(this, p); + X = computeSignals@var_cp_signal_gen(this, p_cp, time); + dts(dts 0 + cmd_template = [cmd_template ... + '--expected-duration' num2str(this.expected_duration)]; + end + + cmd_template = [cmd_template ... + ' -v ' num2str(this.verbose)]; + + if ispc % for some reason caml cannot write cache file on windows + cmd_template = [cmd_template ... + ' --no-cache ']; + end + + cmd_template = [cmd_template ... + ' --traj 1 --exact-rational --output-format timeword res.txt']; + + + for ipt = 1:num_pts + + time_scale = p(1,ipt); + idx_dt_branching = this.get_idx_dt_branching(); + p_wordgen = p(idx_dt_branching,ipt); + + word_template = sprintf(this.template_in, p_wordgen); % form wordgen template for this run + + cmd = sprintf(cmd_template, word_template); + + +% cmd = [exe ' ' in_file ' --template "' sprintf(this.template_in, p_wordgen) ... +% '" --poly ' num2str(this.poly) ... +% ' --traj 1 --exact-rational --output-format timeword res.txt']; + + if this.verbose + disp(cmd); + end + stat = system(cmd); + + if stat + warning('wordgen returned error, or incorrect command: %s', cmd); + p_cp(2:2:end, ipt) = 1; + else + fid= fopen('res.txt'); + tline = fgetl(fid); + fclose(fid); + tok = regexp(tline, '(.*?)\[(\w+)\] ', 'tokens'); + + for itok=1:numel(tok) + idx = find(strcmp(tok{itok}{2},this.labels), 1); + if isempty(idx) + error('Unknown label %s',tok{itok}{2}); + else + dts(itok) = str2num(tok{itok}{1})*time_scale; + labels_idx(itok) = idx; + end + end + %fprintf('%g \n', sum(dts)/time_scale); + + idx = 1; + for isig = 1:numel(this.signals)-1 % assign values from label to signals and control points + for i_tok = 1:this.num_cp(isig)-1 + if i_tok<= numel(dts) + ilabel = labels_idx(i_tok); + iv = this.get_cp_idx(i_tok, isig, ilabel); + p_cp(idx, ipt) = p(iv); + p_cp(idx+1, ipt) = max(dts(i_tok), this.min_dt); + time_durations(idx) = max(dts(i_tok), this.min_dt); + end + idx = idx+2; % jump over dt.. + end + if i_tok<= numel(dts) + p_cp(idx, ipt) = p(this.num_evts+1+(numel(this.signals)*(labels_idx(i_tok)-1)+isig),1) ; + end + idx = idx+1; + end + + end + + end + end + + function type = getType(this) + type = 'varstep'; + end + + function args = getSignalGenArgs(this) + args = {'num_cp','TA_file','labels','method'}; + end + + end + + methods (Access=private) + + function idx = get_idx_dt_branching(this) + num_param_per_evt = 2+(numel(this.signals)-1)*numel(this.labels); + idx_dt = [0 rem((1:numel(this.params)-1)-1,num_param_per_evt)==0]; + idx_branching = [0 rem((1:numel(this.params)-1)-1,num_param_per_evt)==1]; + idx= idx_dt|idx_branching; + end + + function iv = get_cp_idx(this, ie, isig, ilabel) + num_param_per_evt = 2+(numel(this.signals)-1)*numel(this.labels); + iv = 1+... % timescale + (ie-1)*num_param_per_evt+... % num events + 2+... % dt,branching + (ilabel-1)*(numel(this.signals)-1)+... % skips labels + isig; + end + + function i_labels = get_labels_idx(this) + i_labels= this.num_evts+1:this.num_evts+numel(this.signals)*numel(this.labels); + end + + + end + + +end diff --git a/Ext/Toolboxes/wordgen/driving_HSCC21_v1.pcmp b/Ext/Toolboxes/wordgen/driving_HSCC21_v1.pcmp new file mode 100644 index 0000000000000000000000000000000000000000..d427b21c050aa0f3e86396f97f972bcc3382f835 GIT binary patch literal 24778 zcmeHPTaX;pdF~!g>w<18gs#?Q1_^0}B^cd|q(!J_c2^k3Rndzd5}OJ#fy6PoAQq5t zNL&fv3Y1~jSjGu<(uM5=W6GYgt5PnfOi`8BJZ$AD$x9Tcl83~pD42_3ceVNc+v(HY zGvmmpY$_ha%ub)nf6jk7-}%nz)BX5`zkD@{qLui>_$G+~3sz;X&oxJ&DcaGKT zCvSeRex%;qRj;2v(j2LuJJL+EEX`V3J595Tjo;2Xtxno%EtRfbI+{))W4bdvJ)KTP zZ%n7tDgKLQvUV%Qzp3cWViJ{l%aUfbRC_9V+tOyTXuf3^vviTR+EnYOmN=7*2L(ng z|D8NPnn5Dfc{fj!{; z)`DQS9e=1>RPbF&-=3jO{Jk-Y<|v0G&QQiybe8&(MYD8ygBLjJ?!fgiwgBV=S82K$rYQ$p(AV&6e4*?*%t2hOwHhqAn`Wp3^nRT@HuQo9vvGe)!jieikZKh5|){> z+F_xV0Ej6%0}77CGO01HpCKyYRA( zITV=9JE;a66%+H2TW9XjF}GIj2ye2@*P!pvbhSnM0ywK{sHW*Cxk6pF0#a@E 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brake 01 +[f] (s=2) & (y>1) & (y<2) -> (s'=1) & (y'=0); //brake to coasting 00 +[g] (s=2) & (y>1) & (x>3) -> (s'=0) & (x'=0) & (y'=0); //brake to acceleration 10 +[h] (s=1) & (y>1) & (x>3) -> (s'=0) & (x'=0) & (y'=0); //coasting to acceleration 10 + +endmodule diff --git a/Ext/Toolboxes/wordgen/init_TA_signal_gen.m b/Ext/Toolboxes/wordgen/init_TA_signal_gen.m new file mode 100644 index 00000000..56d74ff8 --- /dev/null +++ b/Ext/Toolboxes/wordgen/init_TA_signal_gen.m @@ -0,0 +1,83 @@ +InitBreach + +%% TA based signal generator setup +num_evt = 10; +%sg2 = TA_signal_gen2({'throttle', 'brake'},'driving_NFM_v2.prism',{'a','b','c','d','e','f','g','h'}, num_evt); +sg2 = TA_signal_gen2({'throttle', 'brake'},'driving_HSCC21_v1.prism',{'a','b','c','d','e','f','g','h'}, num_evt); +sg2.verbose = true; +S0 = BreachSignalGen(sg2); +ts = 1; +time = 0:.005:100; +sg2.min_dt = .01; + +S0.SetParam('time_scale',ts); +S0.SetTime(time); + +%% Assign values +p_throttle_init = S0.expand_param_name('.*throttle_init_val'); +p_brake_init = S0.expand_param_name('.*brake_init_val'); + +p_throttle_a = S0.expand_param_name('.*throttle_a_val'); +p_brake_a = S0.expand_param_name('.*brake_a_val'); + +p_throttle_b = S0.expand_param_name('.*throttle_b_val'); +p_brake_b = S0.expand_param_name('.*brake_b_val'); + +p_throttle_c = S0.expand_param_name('.*throttle_c_val'); +p_brake_c = S0.expand_param_name('.*brake_c_val'); + +p_throttle_d = S0.expand_param_name('.*throttle_d_val'); +p_brake_d = S0.expand_param_name('.*brake_d_val'); + +p_throttle_e = S0.expand_param_name('.*throttle_e_val'); +p_brake_e = S0.expand_param_name('.*brake_e_val'); + +p_throttle_f = S0.expand_param_name('.*throttle_f_val'); +p_brake_f = S0.expand_param_name('.*brake_f_val'); + +p_throttle_g = S0.expand_param_name('.*throttle_g_val'); +p_brake_g = S0.expand_param_name('.*brake_g_val'); + +p_throttle_h = S0.expand_param_name('.*throttle_h_val'); +p_brake_h = S0.expand_param_name('.*brake_h_val'); + + +%% +acc_range = [0 100]; +brake_range = [100 325]; + +%% +S0.SetParamRanges(p_throttle_init, acc_range); +S0.SetParam(p_brake_init, 0); + +%% Ranges for label a +S0.SetParam(p_throttle_a, 0); +S0.SetParam(p_brake_a, 0); + +%% Ranges for label b +S0.SetParam(p_throttle_b, 0); +S0.SetParamRanges(p_brake_b, brake_range); + +%% +S0.SetParamRanges(p_throttle_c, acc_range); +S0.SetParam(p_brake_c, 0); + +S0.SetParam(p_throttle_d, 0); +S0.SetParamRanges(p_brake_d, brake_range); + +S0.SetParam(p_throttle_e, 0); +S0.SetParamRanges(p_brake_e, brake_range); + +S0.SetParam(p_throttle_f, 0); +S0.SetParam(p_brake_f, 0); + +S0.SetParamRanges(p_throttle_g, acc_range); +S0.SetParam(p_brake_g, 0); + +S0.SetParamRanges(p_throttle_h, acc_range); +S0.SetParam(p_brake_h, 0); + +pvar = S0.GetVariables(); +pevts = S0.expand_param_name('e.*_dt'); +pbranching = S0.expand_param_name('e.*_branching'); + diff --git a/Ext/Toolboxes/wordgen/test_TA_signal_gen.m b/Ext/Toolboxes/wordgen/test_TA_signal_gen.m new file mode 100644 index 00000000..8c3e84b4 --- /dev/null +++ b/Ext/Toolboxes/wordgen/test_TA_signal_gen.m @@ -0,0 +1,36 @@ +%% TA based signal generator setup +% +init_TA_signal_gen; + +S1 = S0.copy(); +S1.SetParamRanges([pevts pbranching], [0 1]); +pvar = S1.GetVariables(); +S1.SampleDomain(pvar,100); + +S1.Sim(); +figure; +S1.PlotSignals(); + +%% Checking reachable labels +STL_ReadFile('Autotrans_spec.stl'); +Rreach_labels = BreachRequirement({req_a, req_b, req_c, req_d, req_e, req_f, req_g, req_h}); +Rreach_labels.Eval(phi1); +BreachSamplesPlot(Rreach_labels); + +%% +S2 = S0.copy(); +mdl = 'Autotrans_wordgen'; +Ba = BreachSimulinkSystem(mdl); +Ba.SetTime(time); +Ba.SetInputGen(S2); +Ba.SetParamRanges([pevts pbranching], [0 1]); +Ba.SampleDomain(pvar,10); +Ba.Sim(); + + +Rreach_labels = BreachRequirement({req_a, req_b, req_c, req_d, req_e, req_f, req_g, req_h}); +Rreach_labels.Eval(Ba) + +%% +BreachSamplesPlot(Rreach_labels); + diff --git a/Ext/Toolboxes/wordgen/test_TA_signal_gen_corners.m b/Ext/Toolboxes/wordgen/test_TA_signal_gen_corners.m new file mode 100644 index 00000000..eac53b12 --- /dev/null +++ b/Ext/Toolboxes/wordgen/test_TA_signal_gen_corners.m @@ -0,0 +1,13 @@ +%% testing corners with events +% +num_evt = 5; +init_TA_signal_gen; + +S1 = S0.copy(); +S1.SetParamRanges([pevts pbranching], [0.01 0.99]); +pvar = S1.GetVariables(); +S1.CornerSample(2); + +S1.Sim(); +figure; +S1.PlotSignals(); diff --git a/Ext/Toolboxes/wordgen/test_duration_TA_signal_gen.m b/Ext/Toolboxes/wordgen/test_duration_TA_signal_gen.m new file mode 100644 index 00000000..9124b39a --- /dev/null +++ b/Ext/Toolboxes/wordgen/test_duration_TA_signal_gen.m @@ -0,0 +1,20 @@ +%% TA based signal generator setup +% +init_TA_signal_gen; + +S1 = S0.copy(); +S1.SetParamRanges([pevts pbranching], [0 1]); +pvar = S1.GetVariables(); +%S1.SampleDomain(pvar,100); + +S1.Sim(); +figure; +S1.PlotSignals(); + +%% Checking time duration + +dt_evt = 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b/InitBreach.m index 5c937502..f35a62be 100644 --- a/InitBreach.m +++ b/InitBreach.m @@ -115,6 +115,8 @@ function InitBreach(br_dir, force_init, varargin) [br_dir filesep 'Ext' filesep 'Toolboxes' filesep 'YAMLmatlab' filesep 'extras'], ... [br_dir filesep 'Ext' filesep 'Toolboxes' filesep 'snobfit'], ... [br_dir filesep 'Ext' filesep 'Toolboxes' filesep 'minq'], ... + [br_dir filesep 'Ext' filesep 'Toolboxes' filesep 'wordgen'], ... + [br_dir filesep 'Ext' filesep 'Toolboxes' filesep 'turbo'], ... }; addpath(list_path{:}); diff --git a/Params/HaltonRefine.m b/Params/HaltonRefine.m index 967da346..28d533f4 100644 --- a/Params/HaltonRefine.m +++ b/Params/HaltonRefine.m @@ -36,7 +36,7 @@ %See also QuasiRefine Refine RandomLogRefine LogNRefine % -if(nb<=1) +if(nb<1) return; end diff --git a/Params/Pcheck_traj_ref.m b/Params/Pcheck_traj_ref.m index a33cedf5..428043ed 100644 --- a/Params/Pcheck_traj_ref.m +++ b/Params/Pcheck_traj_ref.m @@ -1,9 +1,9 @@ function P = Pcheck_traj_ref(P) -% Pcheck_traj_ref(P) checks traj_ref consistency with +% Pcheck_traj_ref(P) checks traj_ref consistency if isfield(P,'traj') pts_row = P.pts(1:P.DimP,:)'; - for ir = 1:numel(P.traj_ref); + for ir = 1:numel(P.traj_ref) if ~isequal(pts_row(ir,:), P.traj{P.traj_ref(ir)}.param) warning('inconsistent traj_ref'); end diff --git a/Params/Preset_traj_ref.m b/Params/Preset_traj_ref.m index e7b6f2c1..faf9b6c5 100644 --- a/Params/Preset_traj_ref.m +++ b/Params/Preset_traj_ref.m @@ -31,6 +31,7 @@ num_traj=0; end + pts_indices_to_compute = find(~logical(P.traj_ref)); if isempty(pts_indices_to_compute) P.traj_to_compute = []; diff --git a/Params/QuasiRefine.m b/Params/QuasiRefine.m index d558b8a1..e5220c42 100644 --- a/Params/QuasiRefine.m +++ b/Params/QuasiRefine.m @@ -37,7 +37,7 @@ % % process inputs -if(nb<=1) +if(nb<1) return; end nb = floor(nb); diff --git a/Plots/BreachSamplesPlot.m b/Plots/BreachSamplesPlot.m index 7ac2e609..f2ea8292 100644 --- a/Plots/BreachSamplesPlot.m +++ b/Plots/BreachSamplesPlot.m @@ -179,7 +179,7 @@ function update_data(this) vals_cum_pos = vals_pos>=0; num_req = size(vals_pos,1); - for ir = 1:num_req % for each requirequirement + for ir = 1:num_req % for each requirement ifalse = find(vals_pos(ir,:)==0,1); if ifalse vals_cum_pos(ir, ifalse:end)=0; diff --git a/Plots/BreachSignalsPlot.m b/Plots/BreachSignalsPlot.m index c5a28fb4..6b478b10 100644 --- a/Plots/BreachSignalsPlot.m +++ b/Plots/BreachSignalsPlot.m @@ -5,11 +5,12 @@ Fig Axes Summary + annot end properties(SetAccess=protected, GetAccess=public) ipts - zero_rob_line_name = 'zero robustness line' + zero_rob_line_name = 'zero robustness line' end methods @@ -132,6 +133,19 @@ function DeleteAxes(this, pos) end end + function ClearAxes(this,pos) + if nargin<2 + pos=1; + end + ax= this.Axes.ax(pos); + cla(ax); + axes(ax); + this.Axes(pos).signals = {}; + title(''); + legend off; + end + + function AddSignals(this,sigs,ax,itraces) if ischar(sigs) sigs = {sigs}; @@ -241,7 +255,33 @@ function PlotDiagnostics(this, req) this.update_legend(ax); end - + + function set_disp_param(this,params) + this.annot.show_params = params; + this.update_annot() + end + + function update_annot(this) + if isstruct(this.annot)&&~isempty(this.Axes) + ax = this.Axes(1).ax; + l = legend(ax); + if isfield(this.annot,'show_params')&&~isempty(this.annot.show_params) + params = this.annot.show_params; + values = this.BrSet.GetParam(params, this.ipts); + sta = list_manip.to_string_values(params, values); + pos = get(l,'Position'); + posa = pos + [0 -pos(4) 0 0]; + if ~isfield(this.annot,'params_textbox')||isempty(this.annot.params_textbox) + this.annot.params_textbox = annotation('textbox',posa, 'String', sprintf(sta), 'FitBoxToText', 'on', 'Interpreter', 'None', 'EdgeColor',[1 1 1]); + else + delete(this.annot.params_textbox); + this.annot.params_textbox = annotation('textbox',posa, 'String', sprintf(sta), 'FitBoxToText', 'on', 'Interpreter', 'None', 'EdgeColor',[1 1 1]); + end + + end + end + end + function update_legend(this, ax) l = legend('-DynamicLegend'); c = flipud(get(ax, 'Children')); @@ -275,7 +315,8 @@ function update_legend(this, ax) st{end+1} = lst; end end - + + end if num_patch>0 @@ -326,8 +367,9 @@ function update_axes(this, ax) end function set_ipts(this,ipts) - this.ipts= ipts; + this.ipts= ipts; this.update_axes(); + this.update_annot(); this.update_title(); end @@ -338,6 +380,7 @@ function next_ipts(this, num) end this.ipts = min(this.ipts+num, this.Summary.num_traces); this.update_axes(); + this.update_annot(); this.update_title(); end @@ -347,6 +390,7 @@ function prev_ipts(this,num) end this.ipts = max(1,this.ipts-num); this.update_axes(); + this.update_annot(); this.update_title(); end @@ -463,7 +507,7 @@ function update_title(this) uimenu(cm, 'Label', 'Add axes below', 'Callback', @(o,e)ctxtfn_add_axes_below(ax, o,e)); uimenu(cm, 'Label', 'Reset axes','Separator', 'on', 'Callback', @(o,e)ctxtfn_reset_axes(ax, o,e)); uimenu(cm, 'Label', 'Delete axes', 'Callback', @(o,e)ctxtfn_delete_axes(ax, o,e)); - + function ctxtfn_add_axes_above(ax, ~,~) for ia = 1:numel(this.Axes) if isequal(ax,this.Axes(ia).ax) @@ -525,7 +569,7 @@ function get_mnu(this,ax,mnu_parent, phi,ir,o,e) i0 = 1; end - [st_phis, phi_ids, not_expanded] =tree_disp(phi,0,2); + [st_phis, ~, not_expanded] =tree_disp(phi,0,2); for i = i0:numel(st_phis) phi_str = strtrim(st_phis{i}); @@ -612,60 +656,65 @@ function do_nothing() l = []; return end - + pos = this.get_pos_from_ax(ax); - - this.Axes(pos).signals = union(this.Axes(pos).signals, sig); + + this.Axes(pos).signals = union(this.Axes(pos).signals, sig); if ~exist('ipts', 'var') ipts= this.ipts; end - + axes(ax); hold on; - itraj = unique(this.BrSet.P.traj_ref(ipts), 'stable'); - + itraj_list = unique(this.BrSet.P.traj_ref(ipts), 'stable'); + if ~iscell(sig) sig= {sig}; - end - time = this.BrSet.P.traj{itraj}.time; - ch = get(ax,'Children'); - if isempty(ch) - set(ax, 'XLimMode', 'auto', 'YLimMode', 'auto'); end - - for s = sig - % find out if it's a robustness signal or not - if isa(this.BrSet,'BreachRequirement') - [~, b, ~, bb]= this.BrSet.FindSignalsIdx(s{1}); - else - b=true; + + + for itraj=itraj_list + time = this.BrSet.P.traj{itraj}.time; + ch = get(ax,'Children'); + if isempty(ch) + set(ax, 'XLimMode', 'auto', 'YLimMode', 'auto'); end - if b||bb - sig_values = this.BrSet.GetSignalValues(s{1}, itraj); - l = this.get_line_from_signal_name(ax, s{1}); - if isempty(l) - l = plot(time , sig_values, 'DisplayName', s{1}); + + for s = sig + % find out if it's a robustness signal or not + if isa(this.BrSet,'BreachRequirement') + [~, b, ~, bb]= this.BrSet.FindSignalsIdx(s{1}); else - set(l, 'XData',time,'YData',sig_values); + b=true; end - - else % try robustnes... should be obsolete - warning('Not sure what I am doing here, plot_signal but trying robustness signal ?'); - l = this.get_line_from_signal_name(ax, s{1}); - [t,r]= this.BrSet.GetRobustSat(1, itraj, s{1}); - if isempty(l) - l = plot(t, r, 'DisplayName', s{1}); - else - set(l,'XData',t,'YData',r); - end - if isempty(this.get_line_from_signal_name(ax,this.zero_rob_line_name)) - plot(time, 0*time, 'DisplayName', this.zero_rob_line_name, 'LineStyle', '--', 'Color','r'); + if b||bb + sig_values = this.BrSet.GetSignalValues(s{1}, itraj); + l = this.get_line_from_signal_name(ax, s{1}); + if isempty(l) + l = plot(time , sig_values, 'DisplayName', s{1}); + else + set(l, 'XData',time,'YData',sig_values); + end + + else % try robustnes... should be obsolete + warning('Not sure what I am doing here, plot_signal but trying robustness signal ?'); + l = this.get_line_from_signal_name(ax, s{1}); + [t,r]= this.BrSet.GetRobustSat(1, itraj, s{1}); + if isempty(l) + l = plot(t, r, 'DisplayName', s{1}); + else + set(l,'XData',t,'YData',r); + end + if isempty(this.get_line_from_signal_name(ax,this.zero_rob_line_name)) + plot(time, 0*time, 'DisplayName', this.zero_rob_line_name, 'LineStyle', '--', 'Color','r'); + end + end - end end - + end end -end \ No newline at end of file +end + diff --git a/Plots/SplotBoxPts.m b/Plots/SplotBoxPts.m index 5d54eb5e..41d42d71 100644 --- a/Plots/SplotBoxPts.m +++ b/Plots/SplotBoxPts.m @@ -37,6 +37,7 @@ function SplotBoxPts(P, proj, ipts, opt, col, alph) if ~isnumeric(proj) proj = FindParam(P,proj); end + proj = proj(proj>0); proj = proj(proj<=size(P.pts,1)); if isempty(proj) diff --git a/Plots/m_src/fig_resize.m b/Plots/m_src/fig_resize.m index 44fdd275..f17dafc0 100644 --- a/Plots/m_src/fig_resize.m +++ b/Plots/m_src/fig_resize.m @@ -20,6 +20,10 @@ function fig_resize(h, x_scal, y_scal) % fig_resize(gcf, 2, 0.5) % +if nargin==2 + y_scal=x_scal; +end + old_pos = get(h,'Position'); %pos([1 2]) = [0 0]; pos = old_pos; diff --git a/Plots/m_src/flatbar3.m b/Plots/m_src/flatbar3.m new file mode 100644 index 00000000..c0d4d7fd --- /dev/null +++ b/Plots/m_src/flatbar3.m @@ -0,0 +1,42 @@ +function flatbar3(X,Y,Z,widthx,widthy) + +[n_y, n_x]=size(Z); + +if isscalar(widthx) + widthx = ones(1,n_x)*widthx; +end + +if isscalar(widthy) + widthy = ones(1,n_y)*widthy; +end + +for j=1:n_y + for k=1:n_x + if ~isnan(Z(j,k)) + drawbar(X(j,k),Y(j,k),Z(j,k),widthx(k)/2,widthy(j)/2) + end + end +end + +zlim=[min(Z(:)) max(Z(:))]; +if zlim(1)>0 + zlim(1)=0; +end +if zlim(2)<0 + zlim(2)=0; +end + +axis([min(X(:))-widthx(1) max(X(:))+widthx(end) min(Y(:))-widthy(1) max(Y(:))+widthy(end) zlim]) +Zmin = min(Z(:)); +Zmax = max(Z(:)); +if Zmin==Zmax + Zmax = Zmin+min(abs(Zmax),1)/1e3; +end +caxis([Zmin Zmax]); + +end + +function drawbar(x,y,z,widthx,widthy) +h(1)=patch([-widthx -widthx widthx widthx]+x,[-widthy widthy widthy -widthy]+y,[0 0 0 0],'b'); +set(h,'facecolor','flat','FaceVertexCData',z) +end \ No newline at end of file diff --git a/Plots/m_src/scatterbar3.m b/Plots/m_src/scatterbar3.m new file mode 100644 index 00000000..02ae9820 --- /dev/null +++ b/Plots/m_src/scatterbar3.m @@ -0,0 +1,42 @@ +function scatterbar3(X,Y,Z,widthx,widthy) + +[n_y, n_x]=size(Z); + +if isscalar(widthx) + widthx = ones(1,n_x)*widthx; +end + +if isscalar(widthy) + widthy = ones(1,n_y)*widthy; +end + +for j=1:n_y + for k=1:n_x + if ~isnan(Z(j,k)) + drawbar(X(j,k),Y(j,k),Z(j,k),widthx(k)/2,widthy(j)/2) + end + end +end + +zlim=[min(Z(:)) max(Z(:))]; +if zlim(1)>0 + zlim(1)=0; +end +if zlim(2)<0 + zlim(2)=0; +end + +axis([min(X(:))-widthx(1) max(X(:))+widthx(end) min(Y(:))-widthy(1) max(Y(:))+widthy(end) zlim]) +caxis([min(Z(:)) max(Z(:))]) + +end + +function drawbar(x,y,z,widthx,widthy) +h(1)=patch([-widthx -widthx widthx widthx]+x,[-widthy widthy widthy -widthy]+y,[0 0 0 0],'b'); +h(2)=patch(widthx.*[-1 -1 1 1]+x,widthy.*[-1 -1 -1 -1]+y,z.*[0 1 1 0],'b'); +h(3)=patch(widthx.*[-1 -1 -1 -1]+x,widthy.*[-1 -1 1 1]+y,z.*[0 1 1 0],'b'); +h(4)=patch([-widthx -widthx widthx widthx]+x,[-widthy widthy widthy -widthy]+y,[z z z z],'b'); +h(5)=patch(widthx.*[-1 -1 1 1]+x,widthy.*[1 1 1 1]+y,z.*[0 1 1 0],'b'); +h(6)=patch(widthx.*[1 1 1 1]+x,widthy.*[-1 -1 1 1]+y,z.*[0 1 1 0],'b'); +set(h,'facecolor','flat','FaceVertexCData',z) +end \ No newline at end of file diff --git a/README.md b/README.md index 62a1613f..b30e96d5 100644 --- a/README.md +++ b/README.md @@ -22,11 +22,10 @@ - [Going further](#going-further-3) - [Interfacing a generic simulator](#interfacing-a-generic-simulator) -[link](#section) - # Introduction Breach is a Matlab toolbox for time series analysis and simulation-based analysis of dynamical/CPS/Hybrid systems. It can be useful to the prospective user (you) in the following situations: + - You have **time series data** and wants to check whether it satisfies some property - You need **signal temporal logic (STL) monitoring capability**, e.g., to check formal requirements on your data - You have a **Simulink models** and wants to perform **extensive testing** by running multiple simulations (e.g., parameter sweep) and quickly browse through the results, and/or assert whether some (STL) property is satisfied by simulations (random/Monte-Carlo testing) diff --git a/VERSION b/VERSION index 9ab8337f..ed21137e 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -1.9.1 +1.10.0 \ No newline at end of file

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