silly little guy

CMakeLists.txt

@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.25)
-project(blt-gp VERSION 0.0.38)
+project(blt-gp VERSION 0.0.40)
 
 include(CTest)
 

examples/gp_test_1.cpp

@@ -311,7 +311,7 @@ namespace blt::gp::detail
     class operator_storage_test
     {
         public:
-            explicit operator_storage_test(blt::gp::gp_operations<context>& ops): ops(ops)
+            explicit operator_storage_test(blt::gp::operator_builder<context>& ops): ops(ops)
             {}
             
             inline blt::gp::detail::callable_t& operator[](blt::size_t index)
@@ -320,7 +320,7 @@ namespace blt::gp::detail
             }
         
         private:
-            blt::gp::gp_operations<context>& ops;
+            blt::gp::operator_builder<context>& ops;
     };
 }
 
@@ -413,9 +413,9 @@ int main()
         return ctx.x;
     });
     
-    blt::gp::type_system system;
+    blt::gp::type_provider system;
     system.register_type<float>();
-    blt::gp::gp_operations<context> ops{system};
+    blt::gp::operator_builder<context> ops{system};
     
     //BLT_TRACE(blt::type_string<decltype(silly_op_3)::first::type>());
     //BLT_TRACE(typeid(decltype(silly_op_3)::first::type).name());

examples/gp_test_2.cpp

@@ -23,7 +23,7 @@
 
 static constexpr long SEED = 41912;
 
-blt::gp::type_system type_system;
+blt::gp::type_provider type_system;
 blt::gp::gp_program program(type_system, std::mt19937_64{SEED}); // NOLINT
 
 blt::gp::operation_t add([](float a, float b) {
@@ -52,7 +52,7 @@ int main()
 {
     type_system.register_type<float>();
     
-    blt::gp::gp_operations silly{type_system};
+    blt::gp::operator_builder silly{type_system};
     silly.add_operator(add);
     silly.add_operator(sub);
     silly.add_operator(mul);

examples/gp_test_3.cpp

@@ -22,7 +22,7 @@
 
 static constexpr long SEED = 41912;
 
-blt::gp::type_system type_system;
+blt::gp::type_provider type_system;
 blt::gp::gp_program program(type_system, std::mt19937_64{SEED}); // NOLINT
 
 blt::gp::operation_t add([](float a, float b) { return a + b; });
@@ -54,7 +54,7 @@ int main()
     type_system.register_type<float>();
     type_system.register_type<bool>();
     
-    blt::gp::gp_operations silly{type_system};
+    blt::gp::operator_builder silly{type_system};
     silly.add_operator(add);
     silly.add_operator(sub);
     silly.add_operator(mul);

examples/gp_test_4.cpp

@@ -22,7 +22,7 @@
 
 static constexpr long SEED = 41912;
 
-blt::gp::type_system type_system;
+blt::gp::type_provider type_system;
 blt::gp::gp_program program(type_system, std::mt19937_64{SEED}); // NOLINT
 
 blt::gp::operation_t add([](float a, float b) { return a + b; });
@@ -54,25 +54,25 @@ int main()
     type_system.register_type<float>();
     type_system.register_type<bool>();
     
-    blt::gp::gp_operations silly{type_system};
+    blt::gp::operator_builder builder{type_system};
-    silly.add_operator(add);
+    builder.add_operator(add);
-    silly.add_operator(sub);
+    builder.add_operator(sub);
-    silly.add_operator(mul);
+    builder.add_operator(mul);
-    silly.add_operator(pro_div);
+    builder.add_operator(pro_div);
     
-    silly.add_operator(op_if);
+    builder.add_operator(op_if);
-    silly.add_operator(eq_f);
+    builder.add_operator(eq_f);
-    silly.add_operator(eq_b);
+    builder.add_operator(eq_b);
-    silly.add_operator(lt);
+    builder.add_operator(lt);
-    silly.add_operator(gt);
+    builder.add_operator(gt);
-    silly.add_operator(op_and);
+    builder.add_operator(op_and);
-    silly.add_operator(op_or);
+    builder.add_operator(op_or);
-    silly.add_operator(op_xor);
+    builder.add_operator(op_xor);
-    silly.add_operator(op_not);
+    builder.add_operator(op_not);
     
-    silly.add_operator(lit, true);
+    builder.add_operator(lit, true);
     
-    program.set_operations(std::move(silly));
+    program.set_operations(builder.build());
     
     blt::gp::ramped_half_initializer_t pop_init;
     

include/blt/gp/fwdecl.h

@@ -29,7 +29,7 @@ namespace blt::gp
     
     class type;
     
-    class type_system;
+    class type_provider;
     
     struct op_container_t;
     

include/blt/gp/program.h

@@ -28,6 +28,7 @@
 #include <utility>
 #include <iostream>
 #include <random>
+#include <algorithm>
 
 #include <blt/std/ranges.h>
 #include <blt/std/hashmap.h>
@@ -52,24 +53,37 @@ namespace blt::gp
         blt::size_t argc_context = 0;
     };
     
+    struct operator_storage
+    {
+        // indexed from return TYPE ID, returns index of operator
+        blt::expanding_buffer<std::vector<operator_id>> terminals;
+        blt::expanding_buffer<std::vector<operator_id>> non_terminals;
+        // indexed from OPERATOR ID (operator number)
+        blt::expanding_buffer<std::vector<type>> argument_types;
+        blt::expanding_buffer<argc_t> operator_argc;
+        blt::hashset_t<operator_id> static_types;
+        std::vector<detail::callable_t> operators;
+        std::vector<detail::transfer_t> transfer_funcs;
+    };
+    
     template<typename Context = detail::empty_t>
-    class gp_operations
+    class operator_builder
     {
             friend class gp_program;
             
             friend class blt::gp::detail::operator_storage_test;
         
         public:
-            explicit gp_operations(type_system& system): system(system)
+            explicit operator_builder(type_provider& system): system(system)
             {}
             
             template<typename Return, typename... Args>
-            gp_operations& add_operator(const operation_t<Return(Args...)>& op, bool is_static = false)
+            operator_builder& add_operator(const operation_t<Return(Args...)>& op, bool is_static = false)
             {
                 auto return_type_id = system.get_type<Return>().id();
-                auto operator_id = blt::gp::operator_id(operators.size());
+                auto operator_id = blt::gp::operator_id(storage.operators.size());
                 
-                auto& operator_list = op.get_argc() == 0 ? terminals : non_terminals;
+                auto& operator_list = op.get_argc() == 0 ? storage.terminals : storage.non_terminals;
                 operator_list[return_type_id].push_back(operator_id);
                 
                 if constexpr (sizeof...(Args) > 0)
@@ -84,16 +98,68 @@ namespace blt::gp
                 
                 BLT_ASSERT(argc.argc_context - argc.argc <= 1 && "Cannot pass multiple context as arguments!");
                 
-                operator_argc[operator_id] = argc;
+                storage.operator_argc[operator_id] = argc;
                 
-                operators.push_back(op.template make_callable<Context>());
+                storage.operators.push_back(op.template make_callable<Context>());
-                transfer_funcs.push_back([](stack_allocator& to, stack_allocator& from) {
+                storage.transfer_funcs.push_back([](stack_allocator& to, stack_allocator& from) {
                     to.push(from.pop<Return>());
                 });
                 if (is_static)
-                    static_types.insert(operator_id);
+                    storage.static_types.insert(operator_id);
                 return *this;
             }
+            
+            operator_storage&& build()
+            {
+                blt::hashset_t<type_id> has_terminals;
+                
+                for (const auto& v : blt::enumerate(storage.terminals))
+                {
+                    if (!v.second.empty())
+                        has_terminals.insert(v.first);
+                }
+                
+                blt::expanding_buffer<std::vector<std::pair<operator_id, blt::size_t>>> operators_ordered_terminals;
+                
+                for (const auto& op_r : blt::enumerate(storage.non_terminals))
+                {
+                    if (op_r.second.empty())
+                        continue;
+                    auto return_type = op_r.first;
+                    std::vector<std::pair<operator_id, blt::size_t>> ordered_terminals;
+                    for (const auto& op : op_r.second)
+                    {
+                        // count number of terminals
+                        blt::size_t terminals = 0;
+                        for (const auto& type : storage.argument_types[op])
+                        {
+                            if (has_terminals.contains(type.id()))
+                                terminals++;
+                        }
+                        ordered_terminals.emplace_back(op, terminals);
+                    }
+                    bool found = false;
+                    for (const auto& terms : ordered_terminals)
+                    {
+                        if (terms.second != 0)
+                        {
+                            found = true;
+                            break;
+                        }
+                    }
+                    if (!found)
+                    {
+                        BLT_ABORT(("Failed to find non-terminals "));
+                    }
+                    
+                    std::sort(ordered_terminals.begin(), ordered_terminals.end(), [](const auto& a, const auto& b) {
+                        return a.second > b.second;
+                    });
+                    operators_ordered_terminals[return_type] = ordered_terminals;
+                }
+                
+                return std::move(storage);
+            }
         
         private:
             template<typename T>
@@ -101,21 +167,12 @@ namespace blt::gp
             {
                 if constexpr (!std::is_same_v<Context, detail::remove_cv_ref<T>>)
                 {
-                    argument_types[operator_id].push_back(system.get_type<T>());
+                    storage.argument_types[operator_id].push_back(system.get_type<T>());
                 }
             }
             
-            type_system& system;
+            type_provider& system;
-            
+            operator_storage storage;
-            // indexed from return TYPE ID, returns index of operator
-            blt::expanding_buffer<std::vector<operator_id>> terminals;
-            blt::expanding_buffer<std::vector<operator_id>> non_terminals;
-            // indexed from OPERATOR ID (operator number)
-            blt::expanding_buffer<std::vector<type>> argument_types;
-            blt::expanding_buffer<argc_t> operator_argc;
-            blt::hashset_t<operator_id> static_types;
-            std::vector<detail::callable_t> operators;
-            std::vector<detail::transfer_t> transfer_funcs;
     };
     
     class gp_program
@@ -129,7 +186,7 @@ namespace blt::gp
              * @param engine random engine to use throughout the program. TODO replace this with something better
              * @param context_size number of arguments which are always present as "context" to the GP system / operators
              */
-            explicit gp_program(type_system& system, std::mt19937_64 engine):
+            explicit gp_program(type_provider& system, std::mt19937_64 engine):
                     system(system), engine(engine)
             {}
             
@@ -156,23 +213,23 @@ namespace blt::gp
                 return dist(engine) < cutoff;
             }
             
-            [[nodiscard]] inline type_system& get_typesystem()
+            [[nodiscard]] inline type_provider& get_typesystem()
             {
                 return system;
             }
             
             inline operator_id select_terminal(type_id id)
             {
-                std::uniform_int_distribution<blt::size_t> dist(0, terminals[id].size() - 1);
+                std::uniform_int_distribution<blt::size_t> dist(0, storage.terminals[id].size() - 1);
-                return terminals[id][dist(engine)];
+                return storage.terminals[id][dist(engine)];
             }
             
             inline operator_id select_non_terminal(type_id id)
             {
-                std::uniform_int_distribution<blt::size_t> dist(0, non_terminals[id].size() - 1);
+                std::uniform_int_distribution<blt::size_t> dist(0, storage.non_terminals[id].size() - 1);
-                return non_terminals[id][dist(engine)];
+                return storage.non_terminals[id][dist(engine)];
             }
-            
+
 //            inline operator_id select_non_terminal_too_deep(type_id id)
 //            {
 //                std::uniform_int_distribution<blt::size_t> dist(0, non_terminals[id].size() - 1);
@@ -189,65 +246,51 @@ namespace blt::gp
             
             inline std::vector<type>& get_argument_types(operator_id id)
             {
-                return argument_types[id];
+                return storage.argument_types[id];
             }
             
             inline std::vector<operator_id>& get_type_terminals(type_id id)
             {
-                return terminals[id];
+                return storage.terminals[id];
             }
             
             inline std::vector<operator_id>& get_type_non_terminals(type_id id)
             {
-                return non_terminals[id];
+                return storage.non_terminals[id];
             }
             
             inline argc_t get_argc(operator_id id)
             {
-                return operator_argc[id];
+                return storage.operator_argc[id];
             }
             
             inline detail::callable_t& get_operation(operator_id id)
             {
-                return operators[id];
+                return storage.operators[id];
             }
             
             inline detail::transfer_t& get_transfer_func(operator_id id)
             {
-                return transfer_funcs[id];
+                return storage.transfer_funcs[id];
             }
             
             inline bool is_static(operator_id id)
             {
-                return static_types.contains(static_cast<blt::size_t>(id));
+                return storage.static_types.contains(static_cast<blt::size_t>(id));
             }
             
-            template<typename Context>
+            inline void set_operations(operator_storage&& op)
-            inline void set_operations(gp_operations<Context>&& op)
             {
-                terminals = std::move(op.terminals);
+                storage = std::move(op);
-                non_terminals = std::move(op.non_terminals);
-                argument_types = std::move(op.argument_types);
-                static_types = std::move(op.static_types);
-                operator_argc = std::move(op.operator_argc);
-                operators = std::move(op.operators);
-                transfer_funcs = std::move(op.transfer_funcs);
             }
         
         private:
-            type_system& system;
+            type_provider& system;
             blt::gp::stack_allocator alloc;
-            std::mt19937_64 engine;
             
-            // indexed from return TYPE ID, returns index of operator
+            operator_storage storage;
-            blt::expanding_buffer<std::vector<operator_id>> terminals;
+            
-            blt::expanding_buffer<std::vector<operator_id>> non_terminals;
+            std::mt19937_64 engine;
-            // indexed from OPERATOR ID (operator number)
-            blt::expanding_buffer<std::vector<type>> argument_types;
-            blt::expanding_buffer<argc_t> operator_argc;
-            blt::hashset_t<operator_id> static_types;
-            std::vector<detail::callable_t> operators;
-            std::vector<detail::transfer_t> transfer_funcs;
     };
     
 }

include/blt/gp/typesystem.h

@@ -80,10 +80,10 @@ namespace blt::gp
      * Is a provider for the set of types possible in a GP program
      * also provides a set of functions for converting between C++ types and BLT GP types
      */
-    class type_system
+    class type_provider
     {
         public:
-            type_system() = default;
+            type_provider() = default;
             
             template<typename T>
             inline type register_type()
@@ -98,6 +98,17 @@ namespace blt::gp
                 return types[blt::type_string_raw<T>()];
             }
             
+            inline type get_type(type_id id)
+            {
+                for (const auto& v : types)
+                {
+                    if (v.second.id() == id)
+                        return v.second;
+                }
+                BLT_ABORT(("Type " + std::to_string(id) + " does not exist").c_str());
+                std::exit(0);
+            }
+            
             /**
              * This function is slow btw
              * @param engine

src/generators.cpp

@@ -59,12 +59,12 @@ namespace blt::gp
         {
             auto top = tree_generator.top();
             tree_generator.pop();
+            //BLT_INFO("%ld D: %ld (%ld left)", top.id, top.depth, tree_generator.size());
             
             tree.get_operations().emplace_back(
                     args.program.get_operation(top.id),
                     args.program.get_transfer_func(top.id),
-                    args.program.is_static(top.id)
+                    args.program.is_static(top.id));
-                                              );
             max_depth = std::max(max_depth, top.depth);
             
             if (args.program.is_static(top.id))
@@ -159,10 +159,16 @@ namespace blt::gp
         auto remainder = args.size % steps;
         population_t pop;
         
+        BLT_INFO(steps);
+        BLT_INFO(per_step);
+        BLT_INFO(remainder);
+        
         for (auto depth : blt::range(args.min_depth, args.max_depth))
         {
+            BLT_TRACE(depth);
             for (auto i = 0ul; i < per_step; i++)
             {
+                BLT_DEBUG(i);
                 if (args.program.choice())
                     pop.getIndividuals().push_back(full.generate({args.program, args.root_type, args.min_depth, depth}));
                 else