/* PyEO Copyright (C) 2003 Maarten Keijzer 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 2 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, write to the Free Software Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA */ #ifndef PYEO_H #define PYEO_H #include #include #include #include #include struct index_error : public std::exception { index_error(std::string w) : what(w) {}; virtual ~index_error() throw() {} std::string what; }; class PyFitness : public boost::python::object { public : typedef PyFitness fitness_traits; // it's its own traits class :-) PyFitness() : boost::python::object() {} template PyFitness(const T& o) : boost::python::object(o) {} static unsigned nObjectives() { return objective_info.size(); } static double tol() { return 1e-6; } static bool maximizing(int which) { return objective_info[which] > 0; } static void setObjectivesSize(int sz) { objective_info.resize(sz, 0); } static void setObjectivesValue(unsigned which, int value) { if (which >= objective_info.size()) { throw index_error("Too few elements allocated, resize objectives first"); } objective_info[which] = value; } static std::vector objective_info; bool dominates(const PyFitness& oth) const; double operator[](int i) const { boost::python::extract x(object::operator[](i)); if (!x.check()) throw std::runtime_error("PyFitness: does not contain doubles"); return x(); } bool operator<(const PyFitness& other) const { if (objective_info.size() == 0) { const object& self = *this; const object& oth = other; return self < oth; } // otherwise use objective_info for (unsigned i = 0; i < objective_info.size(); ++i) { double a = objective_info[i] * operator[](i); double b = objective_info[i] * other[i]; if ( fabs(a - b) > tol()) { if (a < b) return true; return false; } } return false; } bool operator>(const PyFitness& other) const { return other.operator<(*this); } void printOn(std::ostream& os) const { const boost::python::object& o = *this; boost::python::api::operator<<(os,o); } friend std::ostream& operator<<(std::ostream& os, const PyFitness& p) { p.printOn(os); return os; } friend std::istream& operator>>(std::istream& is, PyFitness& p) { boost::python::object o; is >> o; p = o; return is; } }; struct PyEO : public EO< PyFitness > { typedef PyFitness Fitness; boost::python::object getFitness() const { return invalid()? Fitness(): fitness(); } void setFitness(boost::python::object f) { if (f == Fitness()) invalidate(); else fitness(f); } boost::python::object getGenome() const { return genome; } void setGenome(boost::python::object g) { genome = g; } boost::python::object genome; std::string to_string() const { std::string result; result += boost::python::extract(boost::python::str(getFitness())); result += ' '; result += boost::python::extract(boost::python::str(genome)); return result; } bool operator<(const PyEO& other) const { return EO::operator<(other); } bool operator>(const PyEO& other) const { return EO::operator>(other); } }; std::ostream& operator<<(std::ostream& os, const PyEO& _eo); struct PyEO_pickle_suite : boost::python::pickle_suite { typedef PyEO::Fitness Fitness; static boost::python::tuple getstate(const PyEO& _eo) { return boost::python::make_tuple(_eo.getFitness(), _eo.genome); } static void setstate(PyEO& _eo, boost::python::tuple pickled) { _eo.setFitness( Fitness(pickled[0]) ); _eo.genome = pickled[1]; } }; #endif