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cmake-build-debug-sanitizer/.cmake/api/v1/reply/codemodel-v2-4fd774e771b62b1e2c4d.json

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-					"jsonFile" : "target-parksnrec-Debug-6e071c8bc600aeb142f9.json",
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cmake-build-debug-sanitizer/.cmake/api/v1/reply/index-2023-07-17T22-09-00-0931.json

@@ -26,7 +26,7 @@
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cmake-build-debug-sanitizer/.cmake/api/v1/reply/target-parksnrec-Debug-193b9c0e370adcf26028.json

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cmake-build-debug-sanitizer/build.ninja

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cmake-build-debug/.cmake/api/v1/reply/codemodel-v2-b3b659b06009313ea7ad.json

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cmake-build-debug/.cmake/api/v1/reply/target-parksnrec-Debug-5c237f55fd759a7c4e95.json

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cmake-build-debug/build.ninja

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cmake-build-minsizerel/.cmake/api/v1/reply/codemodel-v2-95d287cddf6237f2971b.json

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-2996	3150	1689549567149071210	parksnrec	73f5327ec08a5e2d
-4	2934	1689549600006150924	CMakeFiles/parksnrec.dir/src/parks/renderer/engine.cpp.o	875432a17ebda434
-2934	3087	1689549600159486097	parksnrec	73f5327ec08a5e2d
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-2903	3056	1689549620619725219	parksnrec	73f5327ec08a5e2d
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-3132	3287	1689549851594958154	parksnrec	73f5327ec08a5e2d
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-3102	3255	1689549989928880618	parksnrec	73f5327ec08a5e2d
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-2941	3095	1689550020032300544	parksnrec	73f5327ec08a5e2d
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-3890	4101	1689550068399079352	parksnrec	73f5327ec08a5e2d
-4	2924	1689550681105255736	CMakeFiles/parksnrec.dir/src/parks/renderer/engine.cpp.o	875432a17ebda434
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-4	2688	1689554689088744213	CMakeFiles/parksnrec.dir/src/parks/renderer/engine.cpp.o	875432a17ebda434
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-4	3132	1689554847800420683	CMakeFiles/parksnrec.dir/src/parks/renderer/engine.cpp.o	875432a17ebda434
-3132	3295	1689554847963752315	parksnrec	73f5327ec08a5e2d
-4	3316	1689554868226874620	CMakeFiles/parksnrec.dir/src/parks/renderer/engine.cpp.o	875432a17ebda434
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-4	3363	1689554886220020651	CMakeFiles/parksnrec.dir/src/parks/renderer/engine.cpp.o	875432a17ebda434
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-4	2987	1689556692430350996	CMakeFiles/parksnrec.dir/src/parks/renderer/engine.cpp.o	875432a17ebda434
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-3312	3471	1689558985533321697	parksnrec	73f5327ec08a5e2d
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-3217	3374	1689559037521957082	parksnrec	73f5327ec08a5e2d
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-3262	3416	1689628302032480074	parksnrec	73f5327ec08a5e2d
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-1483	1636	1689628425979658910	parksnrec	73f5327ec08a5e2d
-4	1451	1689628531811248878	CMakeFiles/parksnrec.dir/src/parks/renderer/resources.cpp.o	f83315eef0077471
-1451	1628	1689628531987913007	parksnrec	73f5327ec08a5e2d

cmake-build-relwithdebinfo/Testing/Temporary/LastTest.log

@@ -1,3 +1,3 @@
-Start testing: Jul 17 17:15 EDT
+Start testing: Jul 17 18:09 EDT
 ----------------------------------------------------------
-End testing: Jul 17 17:15 EDT
+End testing: Jul 17 18:09 EDT

cmake-build-relwithdebinfo/build.ninja

@@ -49,6 +49,20 @@ cmake_ninja_workdir = /home/brett/git/parksandrec/cmake-build-relwithdebinfo/
 
 build cmake_object_order_depends_target_parksnrec: phony || cmake_object_order_depends_target_BLT cmake_object_order_depends_target_assimp cmake_object_order_depends_target_glfw cmake_object_order_depends_target_zlibstatic
 
+build CMakeFiles/parksnrec.dir/src/genetic/v2/functions.cpp.o: CXX_COMPILER__parksnrec_unscanned_RelWithDebInfo /home/brett/git/parksandrec/src/genetic/v2/functions.cpp || cmake_object_order_depends_target_parksnrec
+  DEP_FILE = CMakeFiles/parksnrec.dir/src/genetic/v2/functions.cpp.o.d
+  FLAGS = -O2 -g -DNDEBUG -std=gnu++20 -fdiagnostics-color=always -Wall -Wextra -Wpedantic
+  INCLUDES = -I/home/brett/git/parksandrec/include -I/home/brett/git/parksandrec/libs/glfw/glfw-3.3.8/include -I/home/brett/git/parksandrec/libs/BLT/include -I/home/brett/git/parksandrec/cmake-build-relwithdebinfo/libs/BLT/config -I/home/brett/git/parksandrec/libs/assimp/code/../include -I/home/brett/git/parksandrec/cmake-build-relwithdebinfo/libs/assimp/code/../include
+  OBJECT_DIR = CMakeFiles/parksnrec.dir
+  OBJECT_FILE_DIR = CMakeFiles/parksnrec.dir/src/genetic/v2
+
+build CMakeFiles/parksnrec.dir/src/genetic/v2/genetic_program.cpp.o: CXX_COMPILER__parksnrec_unscanned_RelWithDebInfo /home/brett/git/parksandrec/src/genetic/v2/genetic_program.cpp || cmake_object_order_depends_target_parksnrec
+  DEP_FILE = CMakeFiles/parksnrec.dir/src/genetic/v2/genetic_program.cpp.o.d
+  FLAGS = -O2 -g -DNDEBUG -std=gnu++20 -fdiagnostics-color=always -Wall -Wextra -Wpedantic
+  INCLUDES = -I/home/brett/git/parksandrec/include -I/home/brett/git/parksandrec/libs/glfw/glfw-3.3.8/include -I/home/brett/git/parksandrec/libs/BLT/include -I/home/brett/git/parksandrec/cmake-build-relwithdebinfo/libs/BLT/config -I/home/brett/git/parksandrec/libs/assimp/code/../include -I/home/brett/git/parksandrec/cmake-build-relwithdebinfo/libs/assimp/code/../include
+  OBJECT_DIR = CMakeFiles/parksnrec.dir
+  OBJECT_FILE_DIR = CMakeFiles/parksnrec.dir/src/genetic/v2
+
 build CMakeFiles/parksnrec.dir/src/imgui/ImNodes.cpp.o: CXX_COMPILER__parksnrec_unscanned_RelWithDebInfo /home/brett/git/parksandrec/src/imgui/ImNodes.cpp || cmake_object_order_depends_target_parksnrec
   DEP_FILE = CMakeFiles/parksnrec.dir/src/imgui/ImNodes.cpp.o.d
   FLAGS = -O2 -g -DNDEBUG -std=gnu++20 -fdiagnostics-color=always -Wall -Wextra -Wpedantic
@@ -183,7 +197,7 @@ build CMakeFiles/parksnrec.dir/src/perlin.cpp.o: CXX_COMPILER__parksnrec_unscann
 #############################################
 # Link the executable parksnrec
 
-build parksnrec: CXX_EXECUTABLE_LINKER__parksnrec_RelWithDebInfo CMakeFiles/parksnrec.dir/src/imgui/ImNodes.cpp.o CMakeFiles/parksnrec.dir/src/imgui/ImNodesEz.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_demo.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_draw.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_impl_glfw.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_impl_opengl3.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_spectrum.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_tables.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_widgets.cpp.o CMakeFiles/parksnrec.dir/src/parks/app.cpp.o CMakeFiles/parksnrec.dir/src/parks/main.cpp.o CMakeFiles/parksnrec.dir/src/parks/renderer/OpenGL.cpp.o CMakeFiles/parksnrec.dir/src/parks/renderer/engine.cpp.o CMakeFiles/parksnrec.dir/src/parks/renderer/player.cpp.o CMakeFiles/parksnrec.dir/src/parks/renderer/resources.cpp.o CMakeFiles/parksnrec.dir/src/parks/window.cpp.o CMakeFiles/parksnrec.dir/src/perlin.cpp.o | libs/glfw/glfw-3.3.8/src/libglfw3.a libs/BLT/libBLT.a libs/assimp/lib/libassimp.a /usr/lib/librt.a /usr/lib/libm.so /usr/lib/libX11.so /usr/lib/libz.so libs/assimp/contrib/zlib/libzlibstatic.a || libs/BLT/libBLT.a libs/assimp/contrib/zlib/libzlibstatic.a libs/assimp/lib/libassimp.a libs/glfw/glfw-3.3.8/src/libglfw3.a
+build parksnrec: CXX_EXECUTABLE_LINKER__parksnrec_RelWithDebInfo CMakeFiles/parksnrec.dir/src/genetic/v2/functions.cpp.o CMakeFiles/parksnrec.dir/src/genetic/v2/genetic_program.cpp.o CMakeFiles/parksnrec.dir/src/imgui/ImNodes.cpp.o CMakeFiles/parksnrec.dir/src/imgui/ImNodesEz.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_demo.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_draw.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_impl_glfw.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_impl_opengl3.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_spectrum.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_tables.cpp.o CMakeFiles/parksnrec.dir/src/imgui/imgui_widgets.cpp.o CMakeFiles/parksnrec.dir/src/parks/app.cpp.o CMakeFiles/parksnrec.dir/src/parks/main.cpp.o CMakeFiles/parksnrec.dir/src/parks/renderer/OpenGL.cpp.o CMakeFiles/parksnrec.dir/src/parks/renderer/engine.cpp.o CMakeFiles/parksnrec.dir/src/parks/renderer/player.cpp.o CMakeFiles/parksnrec.dir/src/parks/renderer/resources.cpp.o CMakeFiles/parksnrec.dir/src/parks/window.cpp.o CMakeFiles/parksnrec.dir/src/perlin.cpp.o | libs/glfw/glfw-3.3.8/src/libglfw3.a libs/BLT/libBLT.a libs/assimp/lib/libassimp.a /usr/lib/librt.a /usr/lib/libm.so /usr/lib/libX11.so /usr/lib/libz.so libs/assimp/contrib/zlib/libzlibstatic.a || libs/BLT/libBLT.a libs/assimp/contrib/zlib/libzlibstatic.a libs/assimp/lib/libassimp.a libs/glfw/glfw-3.3.8/src/libglfw3.a
   FLAGS = -O2 -g -DNDEBUG
   LINK_FLAGS = -rdynamic
   LINK_LIBRARIES = libs/glfw/glfw-3.3.8/src/libglfw3.a  libs/BLT/libBLT.a  -lOpenGL  libs/assimp/lib/libassimp.a  -Wl,-Bstatic  -lrt  -Wl,-Bdynamic  -lm  -ldl  -lX11  /usr/lib/libz.so  libs/assimp/contrib/zlib/libzlibstatic.a  -lrt

include/genetic/old/genetic.h

@@ -12,6 +12,7 @@
 #include <queue>
 #include <blt/profiling/profiler.h>
 #include <unordered_set>
+#include <thread>
 
 namespace parks::genetic {
     
@@ -365,4 +366,154 @@ namespace parks::genetic {
     
 }
 
+namespace parks {
+    
+    constexpr unsigned int gtWidth = 512;
+    constexpr unsigned int gtHeight = 512;
+    constexpr unsigned int gtChannels = 4;
+    
+    std::unique_ptr<genetic::Program> p;
+    std::unique_ptr<genetic::Program> c;
+    std::unique_ptr<genetic::Program> old;
+    std::unique_ptr<genetic::Program> save;
+    double values[gtWidth * gtHeight * gtChannels];
+    unsigned char pixels[gtWidth * gtHeight * gtChannels];
+    
+    constexpr int threads = 16;
+    struct Region {
+        unsigned int x, y;
+    };
+    
+    std::mutex regionLock;
+    std::mutex maxLock;
+    std::mutex imageLock;
+    std::vector<Region> regions;
+    volatile bool running = true;
+    volatile bool completedThreads[threads]{false};
+    
+    volatile float renderingProgress[threads]{0};
+    volatile float displayProgress{0};
+    static std::thread* runningThread[threads]{nullptr};
+    
+    double g_minR, g_maxR;
+    double g_minG, g_maxG;
+    double g_minB, g_maxB;
+    
+    static void constructImage(bool outputConsole) {
+        // divide the image into regions
+        int divs = (int) (std::log(threads) / std::log(2)) * 2;
+        
+        unsigned int divWidth = gtWidth / divs;
+        unsigned int divHeight = gtHeight / divs;
+        
+        for (auto& b : completedThreads)
+            b = false;
+        
+        g_minR = std::numeric_limits<double>::max();
+        g_minG = std::numeric_limits<double>::max();
+        g_minB = std::numeric_limits<double>::max();
+        g_maxR = std::numeric_limits<double>::min();
+        g_maxG = std::numeric_limits<double>::min();
+        g_maxB = std::numeric_limits<double>::min();
+        
+        for (int i = 0; i < divs; i++) {
+            for (int j = 0; j < divs; j++) {
+                regions.push_back({i * divWidth, j * divHeight});
+            }
+        }
+        
+        if (runningThread[0] == nullptr) {
+            for (int threadID = 0; threadID < threads; threadID++) {
+                runningThread[threadID] = new std::thread(
+                        [=]() -> void {
+                            while (running) {
+                                Region r{};
+                                regionLock.lock();
+                                if (regions.empty()) {
+                                    regionLock.unlock();
+                                    completedThreads[threadID] = true;
+                                    std::this_thread::sleep_for(std::chrono::milliseconds(50));
+                                    continue;
+                                }
+                                completedThreads[threadID] = false;
+                                r = regions.back();
+                                regions.pop_back();
+                                regionLock.unlock();
+                                BLT_START_INTERVAL("Genetic", "Image Generation");
+                                double minR = std::numeric_limits<double>::max(), maxR = std::numeric_limits<double>::min();
+                                double minG = std::numeric_limits<double>::max(), maxG = std::numeric_limits<double>::min();
+                                double minB = std::numeric_limits<double>::max(), maxB = std::numeric_limits<double>::min();
+                                for (unsigned int i = r.x; i < r.x + divWidth; i++) {
+                                    for (unsigned int j = r.y; j < r.y + divHeight; j++) {
+                                        const auto pos = i * gtChannels + j * gtChannels * gtWidth;
+                                        renderingProgress[threadID] = (float) (j * gtChannels +
+                                                                               i * gtChannels *
+                                                                               gtWidth) /
+                                                                      (float) (gtWidth * gtHeight *
+                                                                               gtChannels);
+                                        BLT_START_INTERVAL("Genetic", "Tree Traversal");
+                                        genetic::Color c = p->apply((double) i, (double) j, 0);
+//                    float scale = 0.2;
+//                    genetic::Color c = genetic::Color{stb_perlin_noise3((float)i / (float)gtWidth / scale, (float)j / (float)gtHeight / scale, 0.43223, 0,0,0),
+//                                                      stb_perlin_noise3(0.234234, (float)j / (float)gtHeight / scale, (float)i / (float)gtWidth / scale, 0,0,0),
+//                                                      stb_perlin_noise3((float)i / (float)gtWidth / scale, 0.79546, (float)j / (float)gtHeight / scale, 0,0,0)};
+                                        BLT_END_INTERVAL("Genetic", "Tree Traversal");
+                                        auto v = c.v();
+                                        values[pos] = c.r;
+                                        values[pos + 1] = c.g;
+                                        values[pos + 2] = c.b;
+                                        values[pos + 3] = 255;
+                                        minR = std::min(minR, c.r);
+                                        minG = std::min(minG, c.g);
+                                        minB = std::min(minB, c.b);
+                                        maxR = std::max(maxR, c.r);
+                                        maxG = std::max(maxG, c.g);
+                                        maxB = std::max(maxB, c.b);
+                                        if (outputConsole && i % gtWidth == 0)
+                                            BLT_TRACE(
+                                                    "(%f, %f, %f) Value: %f @ %d,%d, adj: %d, %d, %d",
+                                                    c.r, c.g, c.b,
+                                                    v, i, j, pixels[i * gtChannels +
+                                                                    j * gtChannels * gtWidth],
+                                                    pixels[i * gtChannels +
+                                                           j * gtChannels * gtWidth + 1],
+                                                    pixels[i * gtChannels +
+                                                           j * gtChannels * gtWidth + 2]);
+                                    }
+                                }
+                                maxLock.lock();
+                                g_minR = std::min(g_minR, minR);
+                                g_minG = std::min(g_minG, minG);
+                                g_minB = std::min(g_minB, minB);
+                                g_maxR = std::max(g_maxR, maxR);
+                                g_maxG = std::max(g_maxG, maxG);
+                                g_maxB = std::max(g_maxB, maxB);
+                                maxLock.unlock();
+                                double dR = g_maxR - g_minR;
+                                double dG = g_maxG - g_minG;
+                                double dB = g_maxB - g_minB;
+                                for (unsigned int i = r.x; i < r.x + divWidth; i++) {
+                                    for (unsigned int j = r.y; j < r.y + divHeight; j++) {
+                                        const auto pos = i * gtChannels + j * gtChannels * gtWidth;
+                                        displayProgress = (float) (j * gtChannels +
+                                                                   i * gtChannels * gtWidth) /
+                                                          (float) (gtWidth * gtHeight * gtChannels);
+                                        pixels[pos] = (unsigned char) (
+                                                ((values[pos] - g_minR) / dR) *
+                                                255);
+                                        pixels[pos + 1] = (unsigned char) (
+                                                ((values[pos + 1] - g_minG) / dG) * 255);
+                                        pixels[pos + 2] = (unsigned char) (
+                                                ((values[pos + 2] - g_minB) / dB) * 255);
+                                    }
+                                }
+                                BLT_END_INTERVAL("Genetic", "Image Generation");
+                            }
+                        }
+                );
+            }
+        }
+    }
+}
+
 #endif //PARKSNREC_GENETIC_H

include/genetic/util.h

@@ -0,0 +1,193 @@
+//
+// Created by brett on 7/17/23.
+//
+
+#ifndef PARKSNREC_UTIL_H
+#define PARKSNREC_UTIL_H
+
+#include <random>
+#include <blt/std/time.h>
+#include <variant>
+#include "blt/math/vectors.h"
+#include "blt/std/logging.h"
+
+namespace parks {
+    
+    constexpr unsigned int WIDTH = 512;
+    constexpr unsigned int HEIGHT = 512;
+    constexpr unsigned int CHANNELS = 3;
+    
+    enum class ParameterType {
+        SCALAR, COLOR, VARIABLE, IMAGE
+    };
+    
+    struct Image {
+        std::shared_ptr<double> image;
+        unsigned int width, height;
+        
+        void write(unsigned int x, unsigned int y, const blt::vec3d& color) const {
+            auto pos = x * CHANNELS + y * width * CHANNELS;
+            image.get()[pos] = color.x();
+            image.get()[pos + 1] = color.y();
+            image.get()[pos + 2] = color.z();
+        }
+        
+        [[nodiscard]] blt::vec3d read(unsigned int x, unsigned int y) const {
+            auto pos = x * CHANNELS + y * width * CHANNELS;
+            auto r = image.get()[pos];
+            auto g = image.get()[pos + 1];
+            auto b = image.get()[pos + 2];
+            return blt::vec3d{r, g, b};
+        }
+    };
+    
+    struct Parameter {
+        private:
+            ParameterType type;
+            std::variant<double, blt::vec3d, unsigned int, Image> value;
+        public:
+            explicit Parameter(double s): value(s) {type = ParameterType::SCALAR;}
+            explicit Parameter(blt::vec3d c): value(c) {type = ParameterType::COLOR;}
+            explicit Parameter(unsigned int v): value(v) {type = ParameterType::VARIABLE;}
+            explicit Parameter(Image&& i): value(i) {type = ParameterType::IMAGE;}
+            
+            [[nodiscard]] ParameterType getType() const {
+                return type;
+            }
+            
+            template<typename T>
+            [[nodiscard]] T& get() {
+                return std::get<T>(value);
+            }
+            
+            template<typename T>
+            [[nodiscard]] const T& get() const {
+                return std::get<T>(value);
+            }
+            
+            template<typename Op>
+            Parameter apply(Op f, double scalar) const {
+                if (type == ParameterType::SCALAR)
+                    return Parameter{f(get<double>(), scalar)};
+                else if (type == ParameterType::COLOR) {
+                    auto color = get<blt::vec3d>();
+                    return Parameter{blt::vec3d{f(color.x(), scalar), f(color.y(), scalar), f(color.z(), scalar)}};
+                } else if (type == ParameterType::VARIABLE){
+                    return Parameter{f((double)get<unsigned int>(), scalar)};
+                } else if (type == ParameterType::IMAGE){
+                    auto image = get<Image>();
+                    auto newImage = Image{std::shared_ptr<double>(new double[image.width * image.height * CHANNELS]), image.width, image.height};
+                    
+                    for (unsigned int i = 0; i < image.width; i++){
+                        for (unsigned int j = 0; j < image.height; j++){
+                            auto oldColor = image.read(i, j);
+                            newImage.write(i, j, blt::vec3d{f(oldColor.x(), scalar), f(oldColor.y(), scalar), f(oldColor.z(), scalar)});
+                        }
+                    }
+                    
+                    return Parameter{std::move(newImage)};
+                }
+            }
+            
+            template<typename Op>
+            Parameter apply(Op f, const blt::vec3d& color) const {
+                if (type == ParameterType::SCALAR)
+                    return Parameter{blt::vec3d{f(get<double>(), color.x()), f(get<double>(), color.y()), f(get<double>(), color.z())}};
+                else if (type == ParameterType::COLOR) {
+                    auto ourColor = get<blt::vec3d>();
+                    return Parameter{blt::vec3d{f(ourColor.x(), color.x()), f(ourColor.y(), color.y()), f(ourColor.z(), color.z())}};
+                } else if (type == ParameterType::VARIABLE){
+                    return Parameter{blt::vec3d{f(get<unsigned int>(), color.x()), f(get<unsigned int>(), color.y()), f(get<unsigned int>(), color.z())}};
+                } else if (type == ParameterType::IMAGE){
+                    auto image = get<Image>();
+                    auto newImage = Image{std::shared_ptr<double>(new double[image.width * image.height * CHANNELS]), image.width, image.height};
+                    
+                    for (unsigned int i = 0; i < image.width; i++){
+                        for (unsigned int j = 0; j < image.height; j++){
+                            auto oldColor = image.read(i, j);
+                            newImage.write(i, j, blt::vec3d{f(oldColor.x(), color.x()), f(oldColor.y(), color.y()), f(oldColor.z(), color.z())});
+                        }
+                    }
+                    
+                    return Parameter{std::move(newImage)};
+                }
+            }
+            
+            template<typename Op>
+            Parameter apply(Op f, unsigned int variable) const {
+                if (type == ParameterType::SCALAR)
+                    return Parameter{f(get<double>(), (double) variable)};
+                else if (type == ParameterType::COLOR) {
+                    auto color = get<blt::vec3d>();
+                    return Parameter{blt::vec3d{f(color.x(), (double) variable), f(color.y(), (double)variable), f(color.z(), (double)variable)}};
+                } else if (type == ParameterType::VARIABLE){
+                    return Parameter{f(get<unsigned int>(), variable)};
+                } else if (type == ParameterType::IMAGE){
+                    auto image = get<Image>();
+                    auto newImage = Image{std::shared_ptr<double>(new double[image.width * image.height * CHANNELS]), image.width, image.height};
+                    
+                    for (unsigned int i = 0; i < image.width; i++){
+                        for (unsigned int j = 0; j < image.height; j++){
+                            auto oldColor = image.read(i, j);
+                            newImage.write(i, j, blt::vec3d{f(oldColor.x(), (double)variable), f(oldColor.y(), (double)variable), f(oldColor.z(), (double)variable)});
+                        }
+                    }
+                    
+                    return Parameter{std::move(newImage)};
+                }
+            }
+            
+            template<typename Op>
+            Parameter apply(Op f, const Image& image) const {
+                if (type == ParameterType::IMAGE){
+                    auto ourImage = get<Image>();
+                    if (ourImage.width != image.width || ourImage.height != image.height){
+                        BLT_ERROR("Unable to apply to images of differing sizes!");
+                        throw std::runtime_error("Unable to apply to images of differing sizes!");
+                    }
+                    auto newImage = Image{std::shared_ptr<double>(new double[ourImage.width * ourImage.height * CHANNELS]), ourImage.width, ourImage.height};
+                    
+                    for (unsigned int i = 0; i < ourImage.width; i++){
+                        for (unsigned int j = 0; j < ourImage.height; j++){
+                            auto oldColor = ourImage.read(i, j);
+                            auto newColor = image.read(i, j);
+                            newImage.write(i, j, blt::vec3d{f(oldColor.x(), (double)newColor.x()), f(oldColor.y(), (double)newColor.y()), f(oldColor.z(), (double)newColor.z())});
+                        }
+                    }
+                    
+                    return Parameter{std::move(newImage)};
+                } else {
+                    BLT_WARN("Please apply non-images to images instead of images to non-images");
+                }
+            }
+            
+            template<typename Op>
+            inline Parameter apply(Op f, const Parameter& param) const {
+                if (param.type == ParameterType::SCALAR)
+                    return apply(f, param.get<double>());
+                else if (type == ParameterType::COLOR)
+                    return apply(f, param.get<blt::vec3d>());
+                else if (type == ParameterType::VARIABLE)
+                    return apply(f, param.get<unsigned int>());
+                else
+                    return apply(f, param.get<Image>());
+            }
+    };
+    
+    inline static double randomDouble(double min, double max) {
+        std::mt19937 rng(blt::system::getCurrentTimeNanoseconds());
+        static std::uniform_real_distribution<double> gen(0, 1);
+        
+        return gen(rng) * (max - min) + min;
+    }
+    
+    inline static int randomInt(int min, int max) {
+        return (int)randomDouble(min, max);
+    }
+    
+    inline static bool chance(double bound = 0.5){
+        return randomDouble(0, 1) < bound;
+    }
+}
+
+#endif //PARKSNREC_UTIL_H

include/genetic/v2/functions.h

@@ -0,0 +1,69 @@
+//
+// Created by brett on 7/17/23.
+//
+
+#ifndef PARKSNREC_FUNCTIONS_H
+#define PARKSNREC_FUNCTIONS_H
+
+#include <memory>
+#include <vector>
+#include <genetic/util.h>
+
+namespace parks::genetic {
+    
+    namespace funcs {
+        
+        Parameter add(const std::vector<Parameter>& params) {
+            auto p1Type = params[0].getType();
+            auto p2Type = params[1].getType();
+            
+            if (p2Type == ParameterType::IMAGE && p1Type != ParameterType::IMAGE)
+                params[1].apply(std::plus(), params[0]);
+            else
+                params[0].apply(std::plus(), params[1]);
+        }
+        
+        Parameter sub(const std::vector<Parameter>& params) {
+            auto p1Type = params[0].getType();
+            auto p2Type = params[1].getType();
+            
+            if (p2Type == ParameterType::IMAGE && p1Type != ParameterType::IMAGE)
+                params[1].apply(std::minus(), params[0]);
+            else
+                params[0].apply(std::minus(), params[1]);
+        }
+        
+        Parameter multiply(const std::vector<Parameter>& params) {
+            auto p1Type = params[0].getType();
+            auto p2Type = params[1].getType();
+            
+            if (p2Type == ParameterType::IMAGE && p1Type != ParameterType::IMAGE)
+                params[1].apply(std::multiplies(), params[0]);
+            else
+                params[0].apply(std::multiplies(), params[1]);
+        }
+        
+        Parameter divide(const std::vector<Parameter>& params) {
+            auto p1Type = params[0].getType();
+            auto p2Type = params[1].getType();
+            
+            if (p2Type == ParameterType::IMAGE && p1Type != ParameterType::IMAGE)
+                params[1].apply(std::divides(), params[0]);
+            else
+                params[0].apply(std::divides(), params[1]);
+        }
+        
+        Parameter divide(const std::vector<Parameter>& params) {
+            auto p1Type = params[0].getType();
+            auto p2Type = params[1].getType();
+            
+            if (p2Type == ParameterType::IMAGE && p1Type != ParameterType::IMAGE)
+                params[1].apply(std::modulus(), params[0]);
+            else
+                params[0].apply(std::modulus(), params[1]);
+        }
+    }
+    
+}
+
+#endif //PARKSNREC_FUNCTIONS_H

include/genetic/v2/genetic.h

@@ -0,0 +1,24 @@
+//
+// Created by brett on 7/17/23.
+//
+
+#ifndef PARKSNREC_GENETIC_H
+#define PARKSNREC_GENETIC_H
+
+#include <genetic/util.h>
+#include <genetic/v2/functions.h>
+#include <blt/math/vectors.h>
+#include <memory>
+#include <functional>
+
+namespace parks::genetic {
+    
+    struct Function {
+        int paramCount;
+        std::vector<ParameterType> allowedParameterTypes;
+        std::function<Parameter(const std::vector<Parameter>&)> func;
+    };
+
+}
+
+#endif //PARKSNREC_GENETIC_H

src/genetic/v2/functions.cpp

@@ -0,0 +1,10 @@
+//
+// Created by brett on 7/17/23.
+//
+#include <genetic/v2/functions.h>
+
+namespace parks::genetic {
+
+
+
+}

src/genetic/v2/genetic_program.cpp

@@ -0,0 +1,10 @@
+//
+// Created by brett on 7/17/23.
+//
+#include <genetic/v2/genetic.h>
+
+namespace parks::genetic {
+
+
+
+}

src/parks/renderer/engine.cpp

@@ -9,20 +9,10 @@
 #include <thread>
 #include <mutex>
 #include <barrier>
+#include <genetic/old/genetic.h>
 
 namespace parks {
     
-    constexpr unsigned int gtWidth = 512;
-    constexpr unsigned int gtHeight = 512;
-    constexpr unsigned int gtChannels = 4;
-    
-    std::unique_ptr<genetic::Program> p;
-    std::unique_ptr<genetic::Program> c;
-    std::unique_ptr<genetic::Program> old;
-    std::unique_ptr<genetic::Program> save;
-    double values[gtWidth * gtHeight * gtChannels];
-    unsigned char pixels[gtWidth * gtHeight * gtChannels];
-    
     Engine::Engine(const Settings& settings): settings(settings) {
         vao.bind();
         vao.createVBO(
@@ -47,139 +37,6 @@ namespace parks {
         p = std::make_unique<genetic::Program>();
     }
     
-    constexpr int threads = 16;
-    struct Region {
-        unsigned int x, y;
-    };
-    
-    std::mutex regionLock;
-    std::mutex maxLock;
-    std::mutex imageLock;
-    std::vector<Region> regions;
-    volatile bool running = true;
-    volatile bool completedThreads[threads]{false};
-    
-    volatile float renderingProgress[threads] {0};
-    volatile float displayProgress {0};
-    static std::thread* runningThread[threads] {nullptr};
-    
-    double g_minR, g_maxR;
-    double g_minG, g_maxG;
-    double g_minB, g_maxB;
-    
-    static void constructImage(bool outputConsole){
-        // divide the image into regions
-        int divs = (int)(std::log(threads) / std::log(2)) * 2;
-        
-        unsigned int divWidth = gtWidth / divs;
-        unsigned int divHeight = gtHeight / divs;
-        
-        for (auto& b : completedThreads)
-            b = false;
-        
-        g_minR = std::numeric_limits<double>::max();
-        g_minG = std::numeric_limits<double>::max();
-        g_minB = std::numeric_limits<double>::max();
-        g_maxR = std::numeric_limits<double>::min();
-        g_maxG = std::numeric_limits<double>::min();
-        g_maxB = std::numeric_limits<double>::min();
-        
-        for (int i = 0; i < divs; i++){
-            for (int j = 0; j < divs; j++){
-                regions.push_back({i * divWidth, j * divHeight});
-            }
-        }
-        
-        if (runningThread[0] == nullptr){
-            for (int threadID = 0; threadID < threads; threadID++) {
-                runningThread[threadID] = new std::thread([=]() -> void {
-                            while (running) {
-                                Region r{};
-                                regionLock.lock();
-                                if (regions.empty()) {
-                                    regionLock.unlock();
-                                    completedThreads[threadID] = true;
-                                    std::this_thread::sleep_for(std::chrono::milliseconds(50));
-                                    continue;
-                                }
-                                completedThreads[threadID] = false;
-                                r = regions.back();
-                                regions.pop_back();
-                                regionLock.unlock();
-                                BLT_START_INTERVAL("Genetic", "Image Generation");
-                                double minR = std::numeric_limits<double>::max(), maxR = std::numeric_limits<double>::min();
-                                double minG = std::numeric_limits<double>::max(), maxG = std::numeric_limits<double>::min();
-                                double minB = std::numeric_limits<double>::max(), maxB = std::numeric_limits<double>::min();
-                                for (unsigned int i = r.x; i < r.x + divWidth; i++) {
-                                    for (unsigned int j = r.y; j < r.y + divHeight; j++) {
-                                        const auto pos = i * gtChannels + j * gtChannels * gtWidth;
-                                        renderingProgress[threadID] = (float) (j * gtChannels +
-                                                                     i * gtChannels * gtWidth) /
-                                                            (float) (gtWidth * gtHeight *
-                                                                     gtChannels);
-                                        BLT_START_INTERVAL("Genetic", "Tree Traversal");
-                                        genetic::Color c = p->apply((double) i, (double) j, 0);
-//                    float scale = 0.2;
-//                    genetic::Color c = genetic::Color{stb_perlin_noise3((float)i / (float)gtWidth / scale, (float)j / (float)gtHeight / scale, 0.43223, 0,0,0),
-//                                                      stb_perlin_noise3(0.234234, (float)j / (float)gtHeight / scale, (float)i / (float)gtWidth / scale, 0,0,0),
-//                                                      stb_perlin_noise3((float)i / (float)gtWidth / scale, 0.79546, (float)j / (float)gtHeight / scale, 0,0,0)};
-                                        BLT_END_INTERVAL("Genetic", "Tree Traversal");
-                                        auto v = c.v();
-                                        values[pos] = c.r;
-                                        values[pos + 1] = c.g;
-                                        values[pos + 2] = c.b;
-                                        values[pos + 3] = 255;
-                                        minR = std::min(minR, c.r);
-                                        minG = std::min(minG, c.g);
-                                        minB = std::min(minB, c.b);
-                                        maxR = std::max(maxR, c.r);
-                                        maxG = std::max(maxG, c.g);
-                                        maxB = std::max(maxB, c.b);
-                                        if (outputConsole && i % gtWidth == 0)
-                                            BLT_TRACE(
-                                                    "(%f, %f, %f) Value: %f @ %d,%d, adj: %d, %d, %d",
-                                                    c.r, c.g, c.b,
-                                                    v, i, j, pixels[i * gtChannels +
-                                                                    j * gtChannels * gtWidth],
-                                                    pixels[i * gtChannels +
-                                                           j * gtChannels * gtWidth + 1],
-                                                    pixels[i * gtChannels +
-                                                           j * gtChannels * gtWidth + 2]);
-                                    }
-                                }
-                                maxLock.lock();
-                                g_minR = std::min(g_minR, minR);
-                                g_minG = std::min(g_minG, minG);
-                                g_minB = std::min(g_minB, minB);
-                                g_maxR = std::max(g_maxR, maxR);
-                                g_maxG = std::max(g_maxG, maxG);
-                                g_maxB = std::max(g_maxB, maxB);
-                                maxLock.unlock();
-                                double dR = g_maxR - g_minR;
-                                double dG = g_maxG - g_minG;
-                                double dB = g_maxB - g_minB;
-                                for (unsigned int i = r.x; i < r.x + divWidth; i++) {
-                                    for (unsigned int j = r.y; j < r.y + divHeight; j++) {
-                                        const auto pos = i * gtChannels + j * gtChannels * gtWidth;
-                                        displayProgress = (float) (j * gtChannels +
-                                                                   i * gtChannels * gtWidth) /
-                                                          (float) (gtWidth * gtHeight * gtChannels);
-                                        pixels[pos] = (unsigned char) (((values[pos] - g_minR) / dR) *
-                                                                       255);
-                                        pixels[pos + 1] = (unsigned char) (
-                                                ((values[pos + 1] - g_minG) / dG) * 255);
-                                        pixels[pos + 2] = (unsigned char) (
-                                                ((values[pos + 2] - g_minB) / dB) * 255);
-                                    }
-                                }
-                                BLT_END_INTERVAL("Genetic", "Image Generation");
-                            }
-                        }
-                );
-            }
-        }
-    }
-    
     void Engine::run() {
         while (!Window::isCloseRequested()) {
             Window::preUpdate();