#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