diff --git a/.clang-format b/.clang-format new file mode 100644 index 0000000..cacf673 --- /dev/null +++ b/.clang-format @@ -0,0 +1,3 @@ +--- +BasedOnStyle: Google +IndentWidth: 2 \ No newline at end of file diff --git a/.gitignore b/.gitignore index eb2c859..11206a8 100644 --- a/.gitignore +++ b/.gitignore @@ -4,6 +4,9 @@ result # cmake build +# clangd +.cache + # direnv files .direnv .envrc \ No newline at end of file diff --git a/CMakeLists.txt b/CMakeLists.txt index 9ec5b83..68c3f0b 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -1,9 +1,11 @@ cmake_minimum_required(VERSION 4.0) -project(slopefit) - +set(CMAKE_C_COMPILER clang) +set(CMAKE_CXX_COMPILER clang++) set(CMAKE_CXX_STANDARD 23) +project(slopefit) + add_compile_options(-Wall -Werror -Wpedantic) find_package(Eigen3 REQUIRED) @@ -20,15 +22,27 @@ file(GLOB_RECURSE SOURCES lib/*.cpp) add_library(autoopt STATIC ${SOURCES}) target_include_directories(autoopt PUBLIC include) target_link_libraries(autoopt PUBLIC Eigen3::Eigen) +target_link_libraries(autoopt PRIVATE fftw3) nanobind_add_module(slopefit NOMINSIZE src/module.cpp) +nanobind_add_stub( + slopefit_stub + MODULE slopefit + OUTPUT slopefit.pyi + PYTHON_PATH $ + DEPENDS slopefit +) + target_link_libraries(slopefit PRIVATE autoopt) -install(TARGETS slopefit DESTINATION slopefit) +install(TARGETS slopefit DESTINATION .) +install(FILES $/slopefit.pyi DESTINATION .) # add tests if gtest is found +enable_testing() +add_subdirectory(tests) + find_library(GTestPackage gtest QUIET) if(GTestPackage) - enable_testing() - add_subdirectory(tests) + endif() diff --git a/build.nix b/build.nix index 046235d..50b1480 100644 --- a/build.nix +++ b/build.nix @@ -2,17 +2,34 @@ cmake, ninja, eigen, + fftw, + clang-tools, python3Packages, + doCheck ? false, + gtest, }: python3Packages.buildPythonPackage { pname = "slopefit"; version = "0.1.0"; pyproject = true; - buildInputs = [ eigen ]; + dependencies = [ + python3Packages.numpy + python3Packages.matplotlib + python3Packages.pyside6 + python3Packages.pandas + python3Packages.pyqtgraph + ]; + + buildInputs = [ + eigen + fftw + ] + ++ (if doCheck then [ gtest ] else [ ]); nativeBuildInputs = [ cmake + clang-tools ninja python3Packages.scikit-build-core python3Packages.nanobind diff --git a/examples/microMAX_hsru_mispu_Y-0_absum.dat b/examples/microMAX_hsru_mispu_Y-0_absum.dat new file mode 100644 index 0000000..92a67b5 --- /dev/null +++ b/examples/microMAX_hsru_mispu_Y-0_absum.dat @@ -0,0 +1,74076 @@ +#AKF-Messkopf / Testpoint GTSSLINE +#Name :max-iv +#STARTZEIT :09:15:01 11/12/25 +#Bemerkung :MicroMax-Beamline HSRU JTEC - mMispu ab - SerNr ist links bei A +#Number of Readings :10 +#delay between readings :0 +#Axis (0-X,1-Y):0 +#Y-Axis mit Absetzen :0 +#Hin und Her :1 +#Runs :25 +#Start [mm] :552 +#END [mm] :848 +#Stepwidth [mm] :0.2 +#Wait after positioning [sec] :0 +#Velocity :0 +#Object-X0 :550 +#Object-Y0 :-15 +#Object-Winkel :0 +#Blende [mm]:2.5 +#Object-XSize :300 +#Object-YSize :30 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os.path as path - -build_dir = path.join(path.dirname(__file__), '..', 'build') -print('Adding build directory to sys.path:', build_dir) -sys.path.append(build_dir) - -import slopefit as sf -import numpy as np -import matplotlib.pyplot as plt - - -fl = 1200.0 # mm -theta_mrad = 3.0 # mrad -theta_rad = theta_mrad * 1e-3 -theta = theta_rad / np.pi * 180.0 # deg - -parab = sf.ParabolaParams(fl, theta) - -filename = 'microMAX_vsru_mispu_absum.dat' -dirname = path.dirname(__file__) - -data = sf.import_dat_file(path.join(dirname, filename)) - -# flip both x and y -data[:, 0] = -data[:, 0] -data[:, 1] = -data[:, 1] - -n_skip = 20 -data = data[n_skip:-n_skip, :] - -ref = parab(data[:, 0]) - -# convert ref from slope to rad -# ref = np.arctan(ref) -# convert to arcsec -# ref = ref / np.pi * 180.0 * 3600.0 - - -plt.plot(data[:, 0], data[:, 1], 'x') -plt.plot(data[:, 0], ref, '-') -plt.xlabel('x (mm)') -plt.ylabel('slope (arcsec)') -plt.show() - -d_parab = sf.ParabolaParams(100.0, 0.00001) - -fitted = sf.fit_parabola(data, parab, d_parab) - -print('Fitted parameters:') -print('fl =', fitted.focal_length) -print('theta =', fitted.theta * np.pi * 1e3 / 180.0, 'mrad') - -fitted_ref = fitted(data[:, 0]) - -plt.plot(data[:, 0], data[:, 1], 'x') -plt.plot(data[:, 0], fitted_ref, '-') -plt.xlabel('x (mm)') -plt.ylabel('slope (arcsec)') -plt.show() \ No newline at end of file diff --git a/flake.lock b/flake.lock index 5a799b0..80c4994 100644 --- a/flake.lock +++ b/flake.lock @@ -20,11 +20,11 @@ }, "nixpkgs": { "locked": { - "lastModified": 1768564909, - "narHash": "sha256-Kell/SpJYVkHWMvnhqJz/8DqQg2b6PguxVWOuadbHCc=", + "lastModified": 1789546076, + "narHash": "sha256-zVxLZiSnmaaPLwnhj7pwmqe3axBg/C6nG5JZsJMh2g4=", "owner": "nixos", "repo": "nixpkgs", - "rev": "e4bae1bd10c9c57b2cf517953ab70060a828ee6f", + "rev": "b1b875982b17dabde9b4a37f3e229e74913e6db3", "type": "github" }, "original": { diff --git a/flake.nix b/flake.nix index 36cb9f4..a9479c6 100644 --- a/flake.nix +++ b/flake.nix @@ -21,7 +21,7 @@ rec { packages = rec { slopefit = pkgs.callPackage pkg { }; - slopefit-with-tests = pkgs.callPackage pkg { }; + slopefit-with-tests = pkgs.callPackage pkg { doCheck = true; }; default = slopefit; }; devShells = { diff --git a/include/autoopt/btls.hpp b/include/autoopt/btls.hpp index 89e0a6b..3ed238c 100644 --- a/include/autoopt/btls.hpp +++ b/include/autoopt/btls.hpp @@ -1,7 +1,5 @@ #pragma once -#include - #include "autoopt/optimization_problem.hpp" namespace autoopt { diff --git a/include/autoopt/ellipse.hpp b/include/autoopt/ellipse_new.hpp similarity index 63% rename from include/autoopt/ellipse.hpp rename to include/autoopt/ellipse_new.hpp index 40f49aa..5f249ed 100644 --- a/include/autoopt/ellipse.hpp +++ b/include/autoopt/ellipse_new.hpp @@ -1,16 +1,25 @@ #pragma once +#include "autoopt/parameters.hpp" #include "autoopt/quadric.hpp" namespace autoopt { -template -struct ellipse { - T left_arm; - T right_arm; - T entrance_angle; +struct ellipse_new : curve_base { + // T focal_length; + ellipse_new() : curve_base() { + initial = Eigen::VectorXd::Zero(4); + delta = Eigen::VectorXd::Zero(4); + param_names = + std::vector{"left arm", "right arm", "entrance angle", "rotation"}; + } - constexpr quadric to_quadric() const { + template + quadric grapher_from_params(const Eigen::VectorX& params) const { + T left_arm = params(0); + T right_arm = params(1); + T entrance_angle = params(2); + T alpha = params(3); T a = (left_arm + right_arm) / T{2}; T a2 = a * a; @@ -43,8 +52,8 @@ struct ellipse { T E = -B * c_x - T{2} * C * c_y; T F = A * c_x * c_x + B * c_x * c_y + C * c_y * c_y - a2 * b2; - return quadric(A, B, C, D, E, F); + return quadric(A, B, C, D, E, F).rotated_by(alpha); } }; -} // namespace autoopt \ No newline at end of file +} // namespace autoopt diff --git a/include/autoopt/importer.hpp b/include/autoopt/importer.hpp new file mode 100644 index 0000000..58cbe01 --- /dev/null +++ b/include/autoopt/importer.hpp @@ -0,0 +1,23 @@ +#pragma once + +#include +#include +#include +#include +#include + +namespace autoopt { +struct raw_data { + Eigen::VectorXd _xs; + std::vector _yss; +}; + +std::generator> parse_dat_file( + const std::filesystem::path& filename); + +std::pair, std::vector> parse_row(auto& iter, + auto sentinel); + +raw_data read_data(const std::filesystem::path& filename); + +} \ No newline at end of file diff --git a/include/autoopt/interface.hpp b/include/autoopt/interface.hpp deleted file mode 100644 index 4165cbc..0000000 --- a/include/autoopt/interface.hpp +++ /dev/null @@ -1,16 +0,0 @@ -#pragma once - -#include - -namespace autoopt { - -Eigen::VectorX fit_ellipse( - const std::vector>& data, - const Eigen::VectorX& inital_params, - const Eigen::VectorX& delta); - -Eigen::VectorX fit_parabola( - const std::vector>& data, - const Eigen::VectorX& inital_params, - const Eigen::VectorX& delta); -} // namespace autoopt diff --git a/include/autoopt/optimization_problem.hpp b/include/autoopt/optimization_problem.hpp index d863592..a29e2b3 100644 --- a/include/autoopt/optimization_problem.hpp +++ b/include/autoopt/optimization_problem.hpp @@ -1,7 +1,5 @@ #pragma once -#include - #include "autoopt/derivative.hpp" namespace autoopt { @@ -76,7 +74,7 @@ struct log_barrier_optimization_problem auto base_grad = _base_problem.gradient(params); Eigen::VectorX barrier_grad = autoopt::gradient( [this](const Eigen::VectorX& p) { - return barrier_term(p); + return this->barrier_term(p); }, params); Eigen::VectorX total_grad(params.size()); @@ -88,7 +86,7 @@ struct log_barrier_optimization_problem auto base_hess = _base_problem.hessian(params); Eigen::MatrixX barrier_hess = autoopt::hessian( [this](const Eigen::VectorX& p) { - return barrier_term(p); + return this->barrier_term(p); }, params); Eigen::MatrixX total_hess(params.size(), params.size()); diff --git a/include/autoopt/optimizer.hpp b/include/autoopt/optimizer.hpp new file mode 100644 index 0000000..c187b32 --- /dev/null +++ b/include/autoopt/optimizer.hpp @@ -0,0 +1,64 @@ +#pragma once + +#include + +#include +#include +#include +#include "autoopt/parabola_new.hpp" +#include "autoopt/ellipse_new.hpp" +#include "autoopt/importer.hpp" + +namespace autoopt { + +enum CurveType { + Parabola, + Ellipse +}; + +using curves = std::variant; + +struct optimizer { + +public: + void import_file(std::filesystem::path file_path); + void set_lower_bound(double lb); + void set_upper_bound(double ub); + + void set_curve_type(int curve_type); + void set_initial(size_t i, double value); + void set_delta(size_t i, double value); + void flip_curve(); + void calc_fit(); + + void set_plot_input_cb(std::function yss)> cb); + void set_plot_slope_cb(std::function cb); + void set_init_bounds_cb(std::function cb); + void set_update_table_cb(std::function> entries)> cb); + void set_plot_error_cb(std::function cb); + +private: + struct data { + raw_data _raw; + double lb, ub; + }; + std::optional _data; + std::optional _test_data; + curves _curve; + std::optional> _fit_result; + + std::function yss)> _plot_input_cb; + std::function _init_bounds_cb; + std::function _plot_slope_cb; + std::function> entries)> _param_table_cb; + std::function _plot_error_cb; + + void update_test_data(); + void init_bounds_cb(); + void plot_input_cb(); + void plot_slope_cb(); + void update_table_cb(); + void plot_error_cb(); +}; + +} // namespace autoopt diff --git a/include/autoopt/parabola.hpp b/include/autoopt/parabola.hpp deleted file mode 100644 index 151cb7a..0000000 --- a/include/autoopt/parabola.hpp +++ /dev/null @@ -1,27 +0,0 @@ -#pragma once - -#include "autoopt/quadric.hpp" - -namespace autoopt -{ - -template -struct parabola { - // T focal_length; - T exit_arm; - T entrance_angle; - - quadric to_quadric() const { - // T a = T{1} / (T{4} * focal_length); - // T x = T{2} * focal_length / std::tan(entrance_angle); - // T y = a * x * x; - T x = exit_arm * std::sin(T{2.0} * entrance_angle); - T f = T{0.5} * (T{1.0} - std::cos(T{2.0} * entrance_angle)) * exit_arm; - T a = T{1.0} / (T{4.0} * f); - T y = a * x * x; - quadric q = quadric(a, T{0}, T{0}, T{0}, T{-1.0}, T{0}); - return q.translated_by(-x, -y).rotated_by(entrance_angle - T{M_PI_2}); - } -}; - -} // namespace autoopt diff --git a/include/autoopt/parabola_new.hpp b/include/autoopt/parabola_new.hpp new file mode 100644 index 0000000..c397c13 --- /dev/null +++ b/include/autoopt/parabola_new.hpp @@ -0,0 +1,33 @@ +#pragma once + +#include "autoopt/parameters.hpp" +#include "autoopt/quadric.hpp" + +namespace autoopt { + +struct parabola_new : curve_base { + // T focal_length; + parabola_new() : curve_base() { + initial = Eigen::VectorXd::Zero(3); + delta = Eigen::VectorXd::Zero(3); + param_names = + std::vector{"focus", "entrance angle", "rotation"}; + } + + template + quadric grapher_from_params(const Eigen::VectorX& params) const { + T exit_arm = params(0); + T entrance_angle = params(1); + T alpha = params(2); + + T x = exit_arm * std::sin(T{2.0} * entrance_angle); + T f = T{0.5} * (T{1.0} - std::cos(T{2.0} * entrance_angle)) * exit_arm; + T a = T{1.0} / (T{4.0} * f); + T y = a * x * x; + quadric q = quadric(a, T{0}, T{0}, T{0}, T{-1.0}, T{0}); + return q.translated_by(-x, -y).rotated_by(entrance_angle - T{M_PI_2} + + alpha); + } +}; + +} // namespace autoopt diff --git a/include/autoopt/parameters.hpp b/include/autoopt/parameters.hpp new file mode 100644 index 0000000..6d55b5b --- /dev/null +++ b/include/autoopt/parameters.hpp @@ -0,0 +1,76 @@ +#pragma once + +#include +#include +#include +#include +#include +#include +#include +#include + +#include "autoopt/util.hpp" + +namespace autoopt { + +struct test_data { + Eigen::VectorXd _xs; + Eigen::VectorXd _ys; + double _center; + + size_t size() const { return _xs.size(); } + + std::pair operator[](size_t i) const { + return {_xs(i) - _center, _ys(i)}; + }; +}; + +struct curve_base { + Eigen::VectorXd initial; + Eigen::VectorXd delta; + std::vector param_names; + bool flip = false; + + std::pair fit(this auto&& self, + const test_data& measurements) { + auto opt_func = [&](const Eigen::VectorX& params) { + auto grapher = self.template grapher_from_params(params); + T error{0.0}; + for (size_t i = 0; i < measurements.size(); i++) { + auto [x, y] = measurements[i]; + T distance = T{self.flip ? -1.0 : 1.0} * + std::atan(grapher.slope_at(T{self.flip ? -x : x})) - + T{arcsec2rad(y)}; + error = error + distance * distance; + } + return error / T(measurements.size()); + }; + + auto_diff_optimization_problem problem(opt_func, self.initial); + + log_barrier_optimization_problem lb_problem(problem, self.delta, 1e-4); + + while (lb_problem._barrier_strength > 1e-20) { + btls(lb_problem); + lb_problem._barrier_strength *= 1e-2; + } + + Eigen::VectorX fitted_params = problem.x(); + return {fitted_params, std::sqrt(problem.objective(fitted_params))}; + } + + Eigen::VectorXd plot(this auto&& self, const test_data& measurements, + std::optional params = {}) { + auto grapher = self.template grapher_from_params( + params.value_or(self.initial)); + Eigen::VectorXd ys(measurements.size()); + for (size_t i = 0; i < measurements.size(); i++) { + double x = measurements[i].first; + ys(i) = rad2arcsec((self.flip ? -1.0 : 1.0) * + atan(grapher.slope_at(self.flip ? -x : x))); + } + return ys; + } +}; + +} // namespace autoopt diff --git a/include/autoopt/reactive.hpp b/include/autoopt/reactive.hpp new file mode 100644 index 0000000..1c9fc76 --- /dev/null +++ b/include/autoopt/reactive.hpp @@ -0,0 +1,79 @@ + +#include +#include +#include +#include + +namespace autoopt { + +template +struct source { + T _value; + std::uint64_t _version = 0; + + source() = default; + explicit source(T value) : _value(std::move(value)) {} + + virtual T& get() { return _value; }; + + bool set(T value) { + if (value == _value) return false; + _value = std::move(value); + ++_version; + return true; + } +}; + +template +struct transform : source { + std::function _func; + std::tuple&...> _sources; + std::array _versions{}; + + transform(std::function func, source&... sources) + : _func(func), _sources(sources...) { + this->_value = std::apply([&](source&... sources) { + return _func(sources.get()...); + }, _sources); + this->_versions = current_versions(); + } + + virtual O& get() override { + auto cur_versions = current_versions(); + if (_versions == cur_versions) return this->_value; + + O next = std::apply([&](source&... sources) { + return _func(sources.get()...); + }, _sources); + + if (next != this->_value) { + this->_value = next; + ++this->_version; + } + return this->_value; + } + + private: + std::array current_versions() { + return std::apply([&](source&... sources){ + + return std::array{sources._version...}; + }, _sources); + } +}; + +template +struct sink { + source& _upstream; + std::uint64_t _version; + std::function _cb; + + void maybe_update() { + if (_version != _upstream._version) { + _cb(_upstream.get()); + _version = _upstream._version; + } + } +}; + +} // namespace autoopt \ No newline at end of file diff --git a/lib/importer.cpp b/lib/importer.cpp new file mode 100644 index 0000000..875259a --- /dev/null +++ b/lib/importer.cpp @@ -0,0 +1,73 @@ +#include "autoopt/importer.hpp" + +namespace autoopt { +std::generator> parse_dat_file( + const std::filesystem::path& filename) { + // check if file exists + if (!std::filesystem::exists(filename)) { + throw std::runtime_error("File does not exist: " + filename.string()); + } + + std::fstream file(filename, std::ios::in); + + std::string line; + while (std::getline(file, line)) { + if (line.empty() || line == "\r" || line[0] == '#') { + continue; + } + std::istringstream iss(line); + double x, y; + iss >> x; + for (size_t i = 1; i < 5; ++i) { + iss >> y; // skip unused columns + } + + co_yield {x, -y}; + } + co_return; +} + +std::pair, std::vector> parse_row(auto& iter, + auto sentinel) { + std::vector xs; + std::vector ys; + xs.push_back((*iter).first); + ys.push_back((*iter).second); + ++iter; + double last_x = xs[0]; + bool forward = last_x < (*iter).first; + while (iter != sentinel && ((forward && last_x < (*iter).first) || + (!forward && last_x > (*iter).first))) { + xs.push_back((*iter).first); + ys.push_back((*iter).second); + last_x = (*iter).first; + ++iter; + } + if (!forward) { + std::reverse(xs.begin(), xs.end()); + std::reverse(ys.begin(), ys.end()); + } + return std::make_pair(std::move(xs), std::move(ys)); +} + +raw_data read_data(const std::filesystem::path &filename){ + auto lines = parse_dat_file(filename); + + raw_data result; + + auto it = lines.begin(); + while (it != lines.end()) { + auto [xs, ys] = parse_row(it, lines.end()); + if (result._xs.rows() == 0) { + result._xs = Eigen::VectorXd(xs.size()); + std::copy(xs.begin(), xs.end(), result._xs.begin()); + } + Eigen::VectorXd ys_vec = Eigen::VectorXd(ys.size()); + std::copy(ys.begin(), ys.end(), ys_vec.begin()); + result._yss.push_back(ys_vec); + } + + return result; +} + +} // namespace autoopt \ No newline at end of file diff --git a/lib/interface.cpp b/lib/interface.cpp deleted file mode 100644 index 3c1b063..0000000 --- a/lib/interface.cpp +++ /dev/null @@ -1,89 +0,0 @@ -#include -#include -#include -#include -#include -#include -#include - -Eigen::VectorX autoopt::fit_ellipse( - const std::vector>& data, - const Eigen::VectorX& initial_params, - const Eigen::VectorX& delta) { - auto opt_func = [&](const Eigen::VectorX& params) { - ellipse ellip(params(0), params(1), params(2)); - quadric quad = ellip.to_quadric().rotated_by(params(3)); - T error = T(0); - for (const auto& [x, y] : data) { - T y_fit = quad.slope_at(T(x)); - error = error + (y_fit - T(y)) * (y_fit - T(y)); - } - return error / T(data.size()); - }; - - auto_diff_optimization_problem problem(opt_func, initial_params); - - log_barrier_optimization_problem lb_problem(problem, delta, 1e-4); - - while (lb_problem._barrier_strength > 1e-20) { - btls(lb_problem); - lb_problem._barrier_strength *= 1e-2; - } - - Eigen::VectorX fitted_params = problem.x(); - - std::cout << "Fitted parameters: " << std::setprecision(10) - << fitted_params.transpose() << std::endl; - - double obj_value = problem.objective(fitted_params); - std::cout << "Objective value: " << obj_value << std::endl; - - // rms in radians - std::cout << "RMS error: " << std::sqrt(obj_value) << " radians" << std::endl; - // rms in arcsec - double rms_arcsec = std::sqrt(obj_value) * (3600.0 * 180.0 / M_PI); - std::cout << "RMS error: " << rms_arcsec << " arcsec" << std::endl; - - return fitted_params; -} - -Eigen::VectorX autoopt::fit_parabola( - const std::vector>& data, - const Eigen::VectorX& initial_params, - const Eigen::VectorX& delta) { - auto opt_func = [&](const Eigen::VectorX& params) { - parabola parab(params(0), params(1)); - quadric quad = parab.to_quadric().rotated_by(params(2)); - T error = T(0); - for (const auto& [x, y] : data) { - T y_fit = quad.slope_at(T(x)); - error = error + (y_fit - T(y)) * (y_fit - T(y)); - } - return error / T(data.size()); - }; - - auto_diff_optimization_problem problem(opt_func, initial_params); - - log_barrier_optimization_problem lb_problem(problem, delta, 1e-4); - - while (lb_problem._barrier_strength > 1e-20) { - btls(lb_problem); - lb_problem._barrier_strength *= 1e-2; - } - - Eigen::VectorX fitted_params = problem.x(); - - std::cout << "Fitted parameters: " << std::setprecision(10) - << fitted_params.transpose() << std::endl; - - double obj_value = problem.objective(fitted_params); - std::cout << "Objective value: " << obj_value << std::endl; - - // rms in radians - std::cout << "RMS error: " << std::sqrt(obj_value) << " radians" << std::endl; - // rms in arcsec - double rms_arcsec = std::sqrt(obj_value) * (3600.0 * 180.0 / M_PI); - std::cout << "RMS error: " << rms_arcsec << " arcsec" << std::endl; - - return fitted_params; -} \ No newline at end of file diff --git a/lib/optimizer.cpp b/lib/optimizer.cpp new file mode 100644 index 0000000..a611e2f --- /dev/null +++ b/lib/optimizer.cpp @@ -0,0 +1,224 @@ +#include "autoopt/optimizer.hpp" + +#include +#include + +#include +#include +#include +#include +#include +#include +#include + +#include "autoopt/ellipse_new.hpp" +#include "autoopt/parabola_new.hpp" + +namespace autoopt { + +void optimizer::import_file(std::filesystem::path file_path) { + _data = data{}; + _data->_raw = read_data(file_path); + _data->lb = *_data->_raw._xs.begin(); + _data->ub = *(_data->_raw._xs.end() - 1); + plot_input_cb(); + init_bounds_cb(); + update_test_data(); + update_table_cb(); +} + +void optimizer::set_lower_bound(double lb) { + if (_data) { + _data->lb = lb; + } + update_test_data(); +} + +void optimizer::set_upper_bound(double ub) { + if (_data) { + _data->ub = ub; + } + update_test_data(); +} + +void optimizer::set_curve_type(int ct) { + if (ct == _curve.index()) return; + switch (ct) { + case CurveType::Parabola: + _curve = parabola_new{}; + break; + case CurveType::Ellipse: + _curve = ellipse_new{}; + break; + } + update_table_cb(); +} + +void optimizer::set_initial(size_t i, double value) { + _fit_result.reset(); + std::visit( + [&](auto& curve) -> void { + if (i >= curve.initial.size()) { + throw std::runtime_error("index out of bounds"); + } + curve.initial(i) = value; + }, + _curve); + plot_slope_cb(); +} + +void optimizer::set_delta(size_t i, double value) { + _fit_result.reset(); + std::visit( + [&](auto& curve) -> void { + if (i >= curve.delta.size()) { + throw std::runtime_error("index out of bounds"); + } + curve.delta(i) = value; + }, + _curve); + plot_slope_cb(); +} + +void optimizer::flip_curve() { + std::visit([](auto& curve) { curve.flip = !curve.flip; }, _curve); + plot_slope_cb(); +} + +void optimizer::calc_fit() { + _fit_result = + std::visit([&](auto& curve) { return curve.fit(*_test_data); }, _curve); + plot_slope_cb(); + for (auto param : _fit_result->first) { + std::println("param: {}", param); + } + plot_error_cb(); +} + +void optimizer::set_plot_input_cb( + std::function yss)> + cb) { + _plot_input_cb = cb; +} + +void optimizer::set_init_bounds_cb( + std::function cb) { + _init_bounds_cb = cb; +} + +void optimizer::set_plot_slope_cb( + std::function + cb) { + _plot_slope_cb = cb; +} + +void optimizer::set_update_table_cb( + std::function< + void(std::vector> entries)> + cb) { + _param_table_cb = cb; +} + +void optimizer::set_plot_error_cb( + std::function cb) { + _plot_error_cb = cb; +} + +void optimizer::update_test_data() { + _fit_result.reset(); + if (!_data) { + _test_data.reset(); + return; + } + auto lb_it = std::lower_bound(_data->_raw._xs.begin(), _data->_raw._xs.end(), + _data->lb); + auto ub_it = std::upper_bound(_data->_raw._xs.begin(), _data->_raw._xs.end(), + _data->ub); + ssize_t n_samples = std::distance(lb_it, ub_it); + if (n_samples < 1) { + _test_data.reset(); + plot_input_cb(); + return; + } + + size_t start_index = std::distance(_data->_raw._xs.begin(), lb_it); + + Eigen::VectorXd xs(n_samples); + Eigen::VectorXd ys = Eigen::VectorXd::Zero(n_samples); + + std::copy(lb_it, ub_it, xs.begin()); + for (size_t i = 0; i < n_samples; i++) { + for (auto r : _data->_raw._yss) { + ys(i) += r(start_index + i); + } + ys(i) /= _data->_raw._yss.size(); + } + double center = (*lb_it + *std::prev(ub_it)) / 2; + _test_data.emplace(xs, ys, center); + plot_slope_cb(); +} + +void optimizer::init_bounds_cb() { + if (_init_bounds_cb) { + _init_bounds_cb(_data->_raw._xs(0), _data->_raw._xs.tail(1)(0), + _data->_raw._xs(1) - _data->_raw._xs(0)); + } +} + +void optimizer::plot_input_cb() { + if (_plot_input_cb) { + _plot_input_cb(_data->_raw._xs, _data->_raw._yss); + } +} + +void optimizer::plot_slope_cb() { + if (_plot_slope_cb) { + auto ys_curve = + std::visit([&](auto curve) { return curve.plot(*_test_data); }, _curve); + _plot_slope_cb(_test_data->_xs, _test_data->_ys, ys_curve); + } +} + +void optimizer::update_table_cb() { + std::vector> res; + std::visit( + [&](T& curve) { + for (size_t i = 0; i < curve.param_names.size(); i++) { + res.emplace_back(curve.param_names[i], curve.initial[i], + curve.delta[i]); + } + }, + _curve); + _param_table_cb(res); +} + +void optimizer::plot_error_cb() { + if (_plot_error_cb) { + Eigen::VectorXd ys_curve = std::visit( + [&](auto curve) { return curve.plot(*_test_data, _fit_result->first); }, + _curve); + Eigen::VectorXd error = _test_data->_ys - ys_curve; + _plot_error_cb(_test_data->_xs, error); + + + + fftw_complex* out = fftw_alloc_complex(error.size()); + double* input = &error(0); + fftw_plan plan = fftw_plan_dft_r2c_1d(error.size(), input, out, FFTW_FORWARD); + fftw_execute(plan); + fftw_destroy_plan(plan); + Eigen::VectorXd out_abs(error.size()); + for (size_t i = 0; i < error.size(); i++) { + out_abs(i) = out[i][0] * out[i][0] + out[i][1]*out[i][1]; + } + fftw_free(out); + std::println("begin fftw"); + for (auto v : out_abs) { + std::println(" {}", v); + } + std::println("end fftw"); + } +} + +} // namespace autoopt diff --git a/pyproject.toml b/pyproject.toml index d84817e..824850b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -10,9 +10,6 @@ minimum-version = "0.4" # Setuptools-style build caching in a local directory build-dir = "build/{wheel_tag}" -# Build stable ABI wheels for CPython 3.12+ -wheel.py-api = "cp312" - [project] name = "slopefit" version = "0.1.0" @@ -22,6 +19,11 @@ authors = [ description = "fit conic sections" readme = "README.md" requires-python = ">=3.9" +dependencies = [ + "numpy", + "matplotlib" + "pyside6" +] classifiers = [ "Programming Language :: Python :: 3", "Operating System :: OS Independent", diff --git a/src/module.cpp b/src/module.cpp index 816ebd2..f1ca74f 100644 --- a/src/module.cpp +++ b/src/module.cpp @@ -1,266 +1,53 @@ +#include #include #include +#include +#include +#include +#include #include -#include +#include +#include -#include -#include -#include -#include -#include +#include +#include #include -#include -#include -#include -#include -#include -#include -#include +#include +#include namespace nb = nanobind; -struct input_data { - size_t n_points; - double* data; +namespace std { - input_data(size_t n) : n_points(n) { - if (n_points == 0) { - data = nullptr; +template +struct formatter> { + constexpr auto parse(format_parse_context& ctx) { return ctx.begin(); } + + auto format(const optional& opt, format_context& ctx) const { + if (opt) { + return format_to(ctx.out(), "{}", opt.value()); } else { - data = new double[n_points * 2]; + return format_to(ctx.out(), "None"); } } - - input_data(const input_data&) = delete; - input_data& operator=(const input_data&) = delete; - - input_data(input_data&& other) noexcept - : n_points(other.n_points), data(other.data) { - other.data = nullptr; - other.n_points = 0; - } - - input_data& operator=(input_data&& other) noexcept { - if (this != &other) { - delete[] data; - n_points = other.n_points; - data = other.data; - other.data = nullptr; - other.n_points = 0; - } - return *this; - } - - ~input_data() { delete[] data; } - - void set_point(size_t i, double x, double y) { - data[i * 2] = x; - data[i * 2 + 1] = y; - } }; -input_data read_data(const std::filesystem::path& filename) { - // check if file exists - if (!std::filesystem::exists(filename)) { - throw std::runtime_error("File does not exist: " + filename.string()); - } - - std::fstream file(filename, std::ios::in); - - std::unordered_map index_map; - std::vector x_values; - std::vector> data_points; - - std::string line; - - size_t index = 0; - - double x_avg = 0.0; - - while (std::getline(file, line)) { - if (line.empty() || line[0] == '#') { - std::cout << "Skipped: " << line << std::endl; - continue; - } - std::istringstream iss(line); - double x, y; - iss >> x; - for (size_t i = 1; i < 5; ++i) { - iss >> y; // skip unused columns - } - - y = autoopt::arcsec2rad(-y); - - if (index_map.find(x) == index_map.end()) { - index_map[x] = index++; - x_values.push_back(x); - data_points.emplace_back(); - data_points.back().push_back(y); - x_avg += x; - continue; - } - data_points[index_map[x]].push_back(y); - } - x_avg /= x_values.size(); - - input_data result(index); - for (size_t i = 0; i < x_values.size(); ++i) { - double x = x_values[i]; - double y_avg = 0.0; - for (double y : data_points[i]) { - y_avg += y; - } - y_avg /= data_points[i].size(); - result.set_point(i, x - x_avg, y_avg); - } - return result; -} - -struct ellipse_params { - double left_arm; - double right_arm; - double theta; -}; - -struct parabola_params { - double focal_length; - double theta; -}; +} // namespace std NB_MODULE(slopefit, m) { - m.def("import_dat_file", [](std::string filename) { - input_data data = read_data(filename); - std::cout << "First data point: (" << data.data[0] << ", " << data.data[1] - << ")" << std::endl; - nb::ndarray array(data.data, {data.n_points, 2}); - return nb::cast(array); - }); - - nb::class_(m, "EllipseParams") - .def(nb::init()) - .def_rw("left_arm", &ellipse_params::left_arm) - .def_rw("right_arm", &ellipse_params::right_arm) - .def_rw("theta", &ellipse_params::theta) - .def("__repr__", [](const ellipse_params& params) { - std::ostringstream oss; - oss << "EllipseParams(left_arm=" << params.left_arm - << ", right_arm=" << params.right_arm << ", theta=" << params.theta - << ")"; - return oss.str(); - }).def("__call__", [](const ellipse_params& params, nb::ndarray> xs) { - auto e = autoopt::ellipse(params.left_arm, params.right_arm, - autoopt::deg2rad(params.theta)); - autoopt::quadric q = e.to_quadric(); - Eigen::VectorXd ys(xs.shape(0)); - for (size_t i = 0; i < xs.shape(0); ++i) { - ys(i) = q.slope_at(xs(i)); - } - return ys; - }) - ; - nb::class_(m, "ParabolaParams") - .def(nb::init()) - .def_rw("focal_length", ¶bola_params::focal_length) - .def_rw("theta", ¶bola_params::theta) - .def("__repr__", [](const parabola_params& params) { - std::ostringstream oss; - oss << "ParabolaParams(focal_length=" << params.focal_length - << ", theta=" << params.theta << ")"; - return oss.str(); - }) - .def("__call__", [](const parabola_params& params, nb::ndarray> xs) { - auto p = autoopt::parabola(params.focal_length, autoopt::deg2rad(params.theta)); - autoopt::quadric q = p.to_quadric(); - Eigen::VectorXd ys(xs.shape(0)); - for (size_t i = 0; i < xs.shape(0); ++i) { - ys(i) = q.slope_at(xs(i)); - } - return ys; - }); - - m.def( - "fit_ellipse", - [](nb::ndarray> data, ellipse_params initial_params, - ellipse_params delta) -> ellipse_params { - std::cout << "Fitting ellipse to data with " << data.shape(0) - << " points." << std::endl; - - if (data.shape(1) != 2) { - throw std::runtime_error("Data array must have shape (n_points, 2)"); - } - - std::vector> data_vec; - for (size_t i = 0; i < data.shape(0); ++i) { - data_vec.emplace_back(data(i, 0), data(i, 1)); - } - - std::cout << "Initial parameters: " - << "left_arm=" << initial_params.left_arm - << ", right_arm=" << initial_params.right_arm - << ", theta=" << initial_params.theta << std::endl; - - double midpoint_y = data_vec[data_vec.size() / 2].second; - - Eigen::VectorX init_params(4); - init_params(0) = initial_params.left_arm; - init_params(1) = initial_params.right_arm; - init_params(2) = autoopt::deg2rad(initial_params.theta); - init_params(3) = midpoint_y; - - Eigen::VectorX deltas(4); - deltas(0) = delta.left_arm; - deltas(1) = delta.right_arm; - deltas(2) = autoopt::deg2rad(delta.theta); - deltas(3) = autoopt::deg2rad(0.1); - - std::cout << "calculating fit..." << std::endl; - Eigen::VectorX fitted_params = - autoopt::fit_ellipse(data_vec, init_params, deltas); - ellipse_params result; - result.left_arm = fitted_params(0); - result.right_arm = fitted_params(1); - result.theta = autoopt::rad2deg(fitted_params(2)); - return result; - }); - - m.def( - "fit_parabola", - [](nb::ndarray> data, parabola_params initial_params, - parabola_params delta) -> parabola_params { - std::cout << "Fitting parabola to data with " << data.shape(0) - << " points." << std::endl; - - if (data.shape(1) != 2) { - throw std::runtime_error("Data array must have shape (n_points, 2)"); - } - - std::vector> data_vec; - for (size_t i = 0; i < data.shape(0); ++i) { - data_vec.emplace_back(data(i, 0), data(i, 1)); - } - - std::cout << "Initial parameters: " - << "focal_length=" << initial_params.focal_length - << ", theta=" << initial_params.theta << std::endl; - - double midpoint_y = data_vec[data_vec.size() / 2].second; - - Eigen::VectorX init_params(3); - init_params(0) = initial_params.focal_length; - init_params(1) = autoopt::deg2rad(initial_params.theta); - init_params(2) = midpoint_y; - - Eigen::VectorX deltas(3); - deltas(0) = delta.focal_length; - deltas(1) = autoopt::deg2rad(delta.theta); - deltas(2) = autoopt::deg2rad(0.1); - - std::cout << "calculating fit..." << std::endl; - Eigen::VectorX fitted_params = - autoopt::fit_parabola(data_vec, init_params, deltas); - parabola_params result; - result.focal_length = fitted_params(0); - result.theta = autoopt::rad2deg(fitted_params(1)); - return result; - }); + nb::class_(m, "Optimizer") + .def(nb::init<>()) + .def("import_file", &autoopt::optimizer::import_file) + .def("set_lower_bound", &autoopt::optimizer::set_lower_bound) + .def("set_upper_bound", &autoopt::optimizer::set_upper_bound) + .def("set_curve_type", &autoopt::optimizer::set_curve_type) + .def("set_initial", &autoopt::optimizer::set_initial) + .def("set_delta", &autoopt::optimizer::set_delta) + .def("flip_curve", &autoopt::optimizer::flip_curve) + .def("calc_fit", &autoopt::optimizer::calc_fit) + .def("set_plot_input_cb", &autoopt::optimizer::set_plot_input_cb) + .def("set_init_bounds_cb", &autoopt::optimizer::set_init_bounds_cb) + .def("set_plot_slope_cb", &autoopt::optimizer::set_plot_slope_cb) + .def("set_update_table_cb", &autoopt::optimizer::set_update_table_cb) + .def("set_plot_error_cb", &autoopt::optimizer::set_plot_error_cb); } \ No newline at end of file diff --git a/tests/ellipse.cpp b/tests/ellipse.cpp deleted file mode 100644 index 52cf3f0..0000000 --- a/tests/ellipse.cpp +++ /dev/null @@ -1,79 +0,0 @@ -#include - -#include -#include -#include -#include -#include -#include - -using namespace autoopt; - -TEST(Ellipse, Slope) { - ellipse e{100, 1000, deg2rad(1.0)}; // entrance angle 1 degree - quadric q = e.to_quadric(); - - EXPECT_NEAR(q.slope_at(-10), -0.0010305116165301856, 1e-9); - EXPECT_NEAR(q.slope_at(0), 0.0, 1e-9); - EXPECT_NEAR(q.slope_at(10), 0.00090001261192696272, 1e-9); -} - -TEST(Ellipse, ParamGradient) { - std::vector> data_points = { - {-10.0, -0.00103}, {0.0, 0.0}, {10, 0.0009}}; - - Eigen::VectorX params(4); - params << 100, 1000, deg2rad(1.0), 0.0; - - auto loss_func = [&data_points](const Eigen::VectorX& p) { - ellipse e{T{p(0)}, T{p(1)}, T{p(2)}}; - quadric q = e.to_quadric().rotated_by(T{p(3)}); - T loss = T{0}; - for (const auto& [x, y_true] : data_points) { - T y_pred = q.slope_at(T{x}); - T error = y_pred - T{y_true}; - loss = loss + error * error; - } - return loss / T(data_points.size()); - }; - - auto_diff_optimization_problem problem(loss_func, params); - - auto grad = problem.gradient(params); - - std::cout << grad << std::endl; - - EXPECT_NEAR(grad(0), -3.54845114759293e-12, 1e-15); // d/d(left_arm) - EXPECT_NEAR(grad(1), -3.0016523630530093e-14, 1e-15); // d/d(right_arm) - EXPECT_NEAR(grad(2), 2.0569619167404501e-08, 1e-15); // d/d(entrance_angle) - EXPECT_NEAR(grad(3), -3.3267028547673413e-07, 1e-15); // d/d(rotation_angle) - - auto hess = problem.hessian(params); - - std::cout << hess << std::endl; - - Eigen::VectorX params_delta(4); - params_delta << 10.0, 10.0, deg2rad(0.1), deg2rad(0.1); - - - // log barrier - log_barrier_optimization_problem log_barrier_problem( - problem, - params_delta, - 1e-5); - - while (log_barrier_problem._barrier_strength > 1e-20) { - btls(log_barrier_problem); - log_barrier_problem._barrier_strength *= 1e-2; - } - - std::cout << "Optimum params:" << std::endl; - std::cout << "left_arm: " << log_barrier_problem.x()(0) << std::endl; - std::cout << "right_arm: " << log_barrier_problem.x()(1) << std::endl; - std::cout << "entrance_angle: " << rad2deg(log_barrier_problem.x()(2)) << std::endl; - std::cout << "rotation_angle: " << rad2deg(log_barrier_problem.x()(3)) << std::endl; - std::cout << "Optimum objective:" << std::endl; - std::cout << problem.objective(problem.x()) << std::endl; - std::cout << "Optimum grad:" << std::endl; - std::cout << problem.gradient(problem.x()) << std::endl; -} \ No newline at end of file diff --git a/tests/quadric.cpp b/tests/quadric.cpp index bb58cb8..732de51 100644 --- a/tests/quadric.cpp +++ b/tests/quadric.cpp @@ -1,7 +1,6 @@ #include #include "autoopt/quadric.hpp" -#include using namespace autoopt; diff --git a/tests/reacitve.cpp b/tests/reacitve.cpp new file mode 100644 index 0000000..0c792a5 --- /dev/null +++ b/tests/reacitve.cpp @@ -0,0 +1,21 @@ +#include + +#include + +TEST(Reactive, Simple) { + using namespace autoopt; + + source s1(0); + source s2(0); + source s3(0); + transform t1([](int x, int y) { return x + y; }, s1,s2); + transform t2([](int x, int y) { return x + y; }, s2,s3); + + ASSERT_EQ(t2.get(), 0); + ASSERT_TRUE(s1.set(1)); + ASSERT_EQ(t2.get(), 1); + s2.set(2); + ASSERT_EQ(t2.get(), 3); + s3.set(3); + ASSERT_EQ(t2.get(), 6); +} \ No newline at end of file diff --git a/tests/test_fit.cpp b/tests/test_fit.cpp deleted file mode 100644 index b91764d..0000000 --- a/tests/test_fit.cpp +++ /dev/null @@ -1,82 +0,0 @@ -#include - -#include -#include -#include -#include -#include -#include -#include -#include - - -using namespace autoopt; - -std::vector> read_data(const std::string& filename) { - std::fstream file(filename, std::ios::in); - - std::unordered_map index_map; - std::vector x_values; - std::vector> data_points; - - std::string line; - - size_t index = 0; - - double x_avg = 0.0; - - for(;std::getline(file, line);) { - if (line.empty() || line[0] == '#') { - continue; - } - std::istringstream iss(line); - double x, y; - iss >> x; - for (size_t i = 1; i < 5; ++i) { - iss >> y; // skip unused columns - } - - y = arcsec2rad(-y); - - if (index_map.find(x) == index_map.end()) { - index_map[x] = index++; - x_values.push_back(x); - data_points.emplace_back(); - data_points.back().push_back(y); - x_avg += x; - continue; - } - data_points[index_map[x]].push_back(y); - } - x_avg /= x_values.size(); - std::vector> result; - for (size_t i = 40; i < x_values.size() - 40; ++i) { - double x = x_values[i]; - double y_avg = 0.0; - for (double y : data_points[i]) { - y_avg += y; - } - y_avg /= data_points[i].size(); - result.emplace_back(x - x_avg, y_avg); - } - return result; -} - -TEST(Fit, EllipseFit) { - auto data_points = read_data("tests/input/ellipse.dat"); - - std::cout << "Read " << data_points.size() << " data points." << std::endl; - - auto mid_point = data_points[data_points.size() / 2]; - - std::cout << "Mid point: (" << mid_point.first << ", " << mid_point.second << ")" << std::endl; - - Eigen::VectorX initial_params(4); - initial_params << 6900.0, 500.0, deg2rad(2.0), mid_point.second; - - Eigen::VectorX delta(4); - delta << 10.0, 10.0, deg2rad(0.1), deg2rad(0.1); - - auto res = fit_ellipse(data_points, initial_params, delta); - std::cout << res.transpose() << std::endl; -} diff --git a/tests/test_rework.cpp b/tests/test_rework.cpp new file mode 100644 index 0000000..914413b --- /dev/null +++ b/tests/test_rework.cpp @@ -0,0 +1,49 @@ +#include + +#include +#include +#include "autoopt/util.hpp" + + +using namespace autoopt; + + +TEST(New, Parabola) { + parabola_new parab; + parab.flip = false; + parab.initial(0) = 50.0; + parab.initial(1) = autoopt::deg2rad(1.0); + parab.initial(2) = autoopt::deg2rad(0.05); + + parab.delta(0) = 10.0; + parab.delta(1) = autoopt::deg2rad(0.1); + parab.delta(2) = autoopt::deg2rad(0.1); + + test_data td; + td._xs = Eigen::VectorXd(21); + td._ys = Eigen::VectorXd(21); + td._center = 10.0; + + for (size_t i = 0; i < 21; i++) { + td._xs(i) = static_cast(i); + } + + auto res = parab.plot(td); + + for (auto y : res) { + std::println("y: {}", y); + } + + td._ys = res; + + parab.initial(0) = 54.0; + parab.initial(1) = autoopt::deg2rad(1.05); + + auto [fit, rms] = parab.fit(td); + + for (auto y : fit) { + std::println("fit: {}", y); + } + + std::println("RMS: {}", rms); +} diff --git a/todo.md b/todo.md new file mode 100644 index 0000000..838367e --- /dev/null +++ b/todo.md @@ -0,0 +1,9 @@ +# main class + +methods: +- import_file +- adjust_bounds +- select_curve +- set_param +- flip +- calc_fit \ No newline at end of file diff --git a/ui/__init__.py b/ui/__init__.py new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/ui/__init__.py @@ -0,0 +1 @@ + diff --git a/ui/app.py b/ui/app.py new file mode 100644 index 0000000..c16b27d --- /dev/null +++ b/ui/app.py @@ -0,0 +1,221 @@ +import PySide6.QtWidgets as qw +import PySide6.QtCore as qc +from PySide6.QtCore import Slot, Qt +import PySide6.QtGui as qg +import pyqtgraph as pg + +import sys + +sys.path.append('../build') + +import slopefit as sf + +class ParamTableModel(qc.QAbstractTableModel): + HEADERS = ['property', 'initial value', 'delta'] + init_changed = qc.Signal(int, float) + delta_changed = qc.Signal(int, float) + + def __init__(self, parent = None): + super().__init__(parent) + self._rows = [] + + def rowCount(self, parent=qc.QModelIndex()): + return len(self._rows) + + def columnCount(self, parent=qc.QModelIndex()): + return len(self.HEADERS) + + def data(self, index, role=Qt.ItemDataRole.DisplayRole): + if not index.isValid(): + return None + row, col = index.row(), index.column() + value = self._rows[row][col] + + if role in (Qt.ItemDataRole.DisplayRole, Qt.ItemDataRole.EditRole): + return "" if value is None else str(value) + if role == Qt.ItemDataRole.TextAlignmentRole and col > 0: + return int(Qt.AlignmentFlag.AlignRight | Qt.AlignmentFlag.AlignVCenter) + return None + + def setData(self, index, value, role=Qt.ItemDataRole.EditRole): + if not index.isValid() or role != Qt.ItemDataRole.EditRole: + return False + row, col = index.row(), index.column() + if col == 0: # name column: plain text + return False + else: # x / dx columns: float + try: + self._rows[row][col] = float(value) if value != "" else None + except ValueError: + return False + self.dataChanged.emit(index, index, [Qt.ItemDataRole.DisplayRole, Qt.ItemDataRole.EditRole]) + if col == 1: + self.init_changed.emit(row, float(value)) + elif col == 2: + self.delta_changed.emit(row, float(value)) + return True + + def flags(self, index): + if not index.isValid() or index.column() == 0: + return Qt.ItemFlag.NoItemFlags + return Qt.ItemFlag.ItemIsEnabled | Qt.ItemFlag.ItemIsSelectable | Qt.ItemFlag.ItemIsEditable + + def headerData(self, section, orientation, role=Qt.ItemDataRole.DisplayRole): + if role == Qt.ItemDataRole.DisplayRole and orientation == Qt.Orientation.Horizontal: + return self.HEADERS[section] + return None + + def set_params(self, params): + self.beginResetModel() + self._rows = [[name, v, d] for (name, v, d) in params] + self.endResetModel() + + + +class MainWindow(qw.QMainWindow): + def __init__(self): + super().__init__() + self.setWindowTitle('slopefit') + + + self.input_plot = pg.PlotWidget() + + self.lower_bounds = qw.QDoubleSpinBox() + self.lower_bounds.setValue(0.0) + self.lower_bounds.valueChanged.connect(self.set_lb) + + self.upper_bounds = qw.QDoubleSpinBox() + self.upper_bounds.setValue(0.0) + self.upper_bounds.valueChanged.connect(self.set_ub) + + + bounds_layout = qw.QHBoxLayout() + bounds_layout.addWidget(self.lower_bounds) + bounds_layout.addWidget(self.upper_bounds) + + bounds_widget = qw.QWidget() + bounds_widget.setLayout(bounds_layout) + + self.slope_plot = pg.PlotWidget() + + self.curve_box = qw.QComboBox() + self.curve_box.addItems(['parabola', 'ellipse']) + self.curve_box.currentIndexChanged.connect(self.set_curve_i) + + self.table = qw.QTableView() + self.param_model = ParamTableModel() + self.param_model.init_changed.connect(self.set_init) + self.param_model.delta_changed.connect(self.set_delta) + self.table.setModel(self.param_model) + self.table.horizontalHeader().setSectionResizeMode(qw.QHeaderView.Stretch) + + self.flip_curve = qw.QCheckBox() + self.flip_curve.checkStateChanged.connect(self.set_check) + + self.fit_button = qw.QPushButton() + self.fit_button.setText("calculate fit") + self.fit_button.clicked.connect(self.do_fit) + + self.error_plot = pg.PlotWidget() + plot_group_1 = qw.QHBoxLayout() + plot_group_1.addWidget(self.input_plot) + plot_group_1.addWidget(self.slope_plot) + + layout = qw.QVBoxLayout() + layout.addWidget(qw.QWidget(layout=plot_group_1)) + layout.addWidget(bounds_widget) + layout.addWidget(self.flip_curve) + layout.addWidget(self.curve_box) + layout.addWidget(self.table) + layout.addWidget(self.fit_button) + layout.addWidget(self.error_plot) + + central_widget = qw.QWidget() + central_widget.setLayout(layout) + self.setCentralWidget(central_widget) + + self.init_menu() + + self.optimizer = sf.Optimizer() + self.optimizer.set_plot_input_cb(self.plot_input_cb) + self.optimizer.set_init_bounds_cb(self.init_bounds_cb) + self.optimizer.set_plot_slope_cb(self.plot_slope_cb) + self.optimizer.set_update_table_cb(self.update_table_cb) + self.optimizer.set_plot_error_cb(self.plot_error_cb) + + @Slot(float) + def set_lb(self, lb): + self.optimizer.set_lower_bound(lb) + + @Slot(float) + def set_ub(self, ub): + self.optimizer.set_upper_bound(ub) + + @Slot(int) + def set_curve_i(self, i): + self.optimizer.set_curve_type(i) + + @Slot(int, float) + def set_init(self, i, v): + self.optimizer.set_initial(i, v) + + @Slot(int, float) + def set_delta(self, i, v): + self.optimizer.set_delta(i, v) + + @Slot(bool) + def set_check(self, flip): + self.optimizer.flip_curve() + + @Slot() + def do_fit(self): + self.optimizer.calc_fit() + + def init_menu(self): + import_action = qg.QAction('&import', self) + import_action.triggered.connect(self.import_file) + + menu = self.menuBar() + file_menu = menu.addMenu('&file') + file_menu.addAction(import_action) + + def import_file(self): + print("import file...") + fn, _ = qw.QFileDialog.getOpenFileName(self, caption='import file...', filter='data files (*.dat)') + print(f"open file {fn}") + self.optimizer.import_file(fn) + + def plot_input_cb(self, xs, yss): + self.input_plot.clear() + for ys in yss: + self.input_plot.plot(xs, ys) + + def init_bounds_cb(self, lb, ub, step): + self.lower_bounds.setRange(lb, ub) + self.lower_bounds.setSingleStep(step) + self.lower_bounds.setValue(lb) + + self.upper_bounds.setRange(lb, ub) + self.upper_bounds.setSingleStep(step) + self.upper_bounds.setValue(ub) + + def plot_slope_cb(self, xs, ys_data, ys_curve): + self.slope_plot.clear() + self.slope_plot.plot(xs, ys_data) + self.slope_plot.plot(xs, ys_curve) + + def update_table_cb(self, entries): + self.param_model.set_params(entries) + print(entries) + + def plot_error_cb(self, xs, ys): + self.error_plot.clear() + self.error_plot.plot(xs, ys) + + +app = qw.QApplication(sys.argv) + +window = MainWindow() +window.show() + +app.exec() \ No newline at end of file diff --git a/ui/model.py b/ui/model.py new file mode 100644 index 0000000..77fe7a1 --- /dev/null +++ b/ui/model.py @@ -0,0 +1,4 @@ +import PySide6.QtWidgets + + +