#pragma once /* * Copyright (C) 2024 Brett Terpstra * * This program is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program. If not, see . */ #ifndef BLT_GP_PROGRAM_H #define BLT_GP_PROGRAM_H #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include namespace blt::gp { static constexpr blt::size_t NONE_T = 0x0; static constexpr blt::size_t STATIC_T = 0x1; static constexpr blt::size_t TERMINAL_T = 0x2; struct argc_t { blt::size_t argc = 0; blt::size_t argc_context = 0; }; template class gp_operations { friend class gp_program; friend class blt::gp::detail::operator_storage_test; public: explicit gp_operations(type_system& system): system(system) {} template gp_operations& add_operator(const operation_t& op, bool is_static = false) { auto return_type_id = system.get_type().id(); auto operator_id = blt::gp::operator_id(operators.size()); auto& operator_list = op.get_argc() == 0 ? terminals : non_terminals; operator_list[return_type_id].push_back(operator_id); if constexpr (sizeof...(Args) > 0) { (add_non_context_argument(operator_id), ...); } argc_t argc; argc.argc_context = argc.argc = sizeof...(Args); ((std::is_same_v, Context> ? argc.argc -= 1 : (blt::size_t) nullptr), ...); BLT_ASSERT(argc.argc_context - argc.argc <= 1 && "Cannot pass multiple context as arguments!"); operator_argc[operator_id] = argc; operators.push_back(op.template make_callable()); transfer_funcs.push_back([](stack_allocator& to, stack_allocator& from) { to.push(from.pop()); }); if (is_static) static_types.insert(operator_id); return *this; } private: template void add_non_context_argument(blt::gp::operator_id operator_id) { if constexpr (!std::is_same_v>) { argument_types[operator_id].push_back(system.get_type()); } } type_system& system; // indexed from return TYPE ID, returns index of operator blt::expanding_buffer> terminals; blt::expanding_buffer> non_terminals; // indexed from OPERATOR ID (operator number) blt::expanding_buffer> argument_types; blt::expanding_buffer operator_argc; blt::hashset_t static_types; std::vector operators; std::vector transfer_funcs; }; class gp_program { public: /** * Note about context size: This is required as context is passed to every operator in the GP tree, this context will be provided by your * call to one of the evaluator functions. This was the nicest way to provide this as C++ lacks reflection * * @param system type system to use in tree generation * @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): system(system), engine(engine) {} void generate_tree(); [[nodiscard]] inline std::mt19937_64& get_random() { return engine; } [[nodiscard]] inline bool choice() { static std::uniform_int_distribution dist(0, 1); return dist(engine); } /** * @param cutoff precent in floating point form chance of the event happening. * @return */ [[nodiscard]] inline bool choice(double cutoff) { static std::uniform_real_distribution dist(0.0, 1.0); return dist(engine) < cutoff; } [[nodiscard]] inline type_system& get_typesystem() { return system; } inline operator_id select_terminal(type_id id) { std::uniform_int_distribution dist(0, terminals[id].size() - 1); return terminals[id][dist(engine)]; } inline operator_id select_non_terminal(type_id id) { std::uniform_int_distribution dist(0, non_terminals[id].size() - 1); return non_terminals[id][dist(engine)]; } inline std::vector& get_argument_types(operator_id id) { return argument_types[id]; } inline std::vector& get_type_terminals(type_id id) { return terminals[id]; } inline std::vector& get_type_non_terminals(type_id id) { return non_terminals[id]; } inline argc_t get_argc(operator_id id) { return operator_argc[id]; } inline detail::callable_t& get_operation(operator_id id) { return operators[id]; } inline detail::transfer_t& get_transfer_func(operator_id id) { return transfer_funcs[id]; } inline bool is_static(operator_id id) { return static_types.contains(static_cast(id)); } template inline void set_operations(gp_operations&& op) { terminals = std::move(op.terminals); 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; blt::gp::stack_allocator alloc; std::mt19937_64 engine; // indexed from return TYPE ID, returns index of operator blt::expanding_buffer> terminals; blt::expanding_buffer> non_terminals; // indexed from OPERATOR ID (operator number) blt::expanding_buffer> argument_types; blt::expanding_buffer operator_argc; blt::hashset_t static_types; std::vector operators; std::vector transfer_funcs; }; } #endif //BLT_GP_PROGRAM_H