treeRegress_tpl.h

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/****************************************************************************
 *    Copyright (C) 2005 by Pierre-Henri WUILLEMIN et Christophe GONZALES   *
 *   {prenom.nom}_at_lip6.fr                                                *
 *                                                                          *
 *   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.              *
 ****************************************************************************/
#include <agrum/multidim/utils/FunctionGraphUtilities/internalNode.h>
#include <agrum/multidim/utils/FunctionGraphUtilities/operators/treeOperator.h>
#include <agrum/multidim/utils/FunctionGraphUtilities/operators/treeRegress.h>

#define ALLOCATE(x) SmallObjectAllocator::instance().allocate(x)
#define DEALLOCATE(x, y) SmallObjectAllocator::instance().deallocate(x, y)

namespace gum {

  template < typename GUM_SCALAR,
             template < typename >
             class COMBINEOPERATOR,
             template < typename >
             class PROJECTOPERATOR,
             template < typename >
             class TerminalNodePolicy >
  TreeRegress< GUM_SCALAR, COMBINEOPERATOR, PROJECTOPERATOR, TerminalNodePolicy >::
     TreeRegress(
        const MultiDimFunctionGraph< GUM_SCALAR, TerminalNodePolicy >* qAction,
        const Bijection<
           const DiscreteVariable*,
           const MultiDimFunctionGraph< GUM_SCALAR, TerminalNodePolicy >* > pxi) :
      __vFunc(qAction),
      __pxi(pxi) {
    GUM_CONSTRUCTOR(TreeRegress);
  }

  template < typename GUM_SCALAR,
             template < typename >
             class COMBINEOPERATOR,
             template < typename >
             class PROJECTOPERATOR,
             template < typename >
             class TerminalNodePolicy >
  TreeRegress< GUM_SCALAR, COMBINEOPERATOR, PROJECTOPERATOR, TerminalNodePolicy >::
     ~TreeRegress() {
    GUM_DESTRUCTOR(TreeRegress);
  }

  // This function is the main function. To be call every time an operation
  // between the two given Function Graphs is required
  template < typename GUM_SCALAR,
             template < typename >
             class COMBINEOPERATOR,
             template < typename >
             class PROJECTOPERATOR,
             template < typename >
             class TerminalNodePolicy >
  MultiDimFunctionGraph< GUM_SCALAR, TerminalNodePolicy >*
     TreeRegress< GUM_SCALAR,
                  COMBINEOPERATOR,
                  PROJECTOPERATOR,
                  TerminalNodePolicy >::compute() {
    MultiDimFunctionGraph< GUM_SCALAR, TerminalNodePolicy >* ret;
    if (__vFunc->isTerminalNode(__vFunc->root())) {
      ret = MultiDimFunctionGraph< GUM_SCALAR,
                                   TerminalNodePolicy >::getTreeInstance();
      ret->copy(*__vFunc);
    } else
      ret = __xPloreVFunc(__vFunc->root());
    return ret;
  }


  template < typename GUM_SCALAR,
             template < typename >
             class COMBINEOPERATOR,
             template < typename >
             class PROJECTOPERATOR,
             template < typename >
             class TerminalNodePolicy >
  MultiDimFunctionGraph< GUM_SCALAR, TerminalNodePolicy >*
     TreeRegress< GUM_SCALAR,
                  COMBINEOPERATOR,
                  PROJECTOPERATOR,
                  TerminalNodePolicy >::__xPloreVFunc(NodeId currentNodeId) {
    const InternalNode* currentNode = __vFunc->node(currentNodeId);

    std::vector< MultiDimFunctionGraph< GUM_SCALAR, TerminalNodePolicy >* >
       varbucket;

    for (Idx moda = 0; moda < currentNode->nodeVar()->domainSize(); ++moda) {
      MultiDimFunctionGraph< GUM_SCALAR, TerminalNodePolicy >* vpxi = nullptr;
      __context.insert(currentNode->nodeVar(), moda);
      if (__vFunc->isTerminalNode(currentNode->son(moda))) {
        GUM_SCALAR value = __vFunc->nodeValue(currentNode->son(moda));
        if (value) {
          vpxi = MultiDimFunctionGraph< GUM_SCALAR,
                                        TerminalNodePolicy >::getTreeInstance();
          vpxi->manager()->setRootNode(vpxi->manager()->addTerminalNode(value));
        }
      } else {
        vpxi = __xPloreVFunc(currentNode->son(moda));
      }

      if (vpxi != nullptr) {
        TreeOperator< GUM_SCALAR, COMBINEOPERATOR > combinope(
           vpxi, __pxi.second(currentNode->nodeVar()), __context);
        varbucket.push_back(combinope.compute());
      }
      delete vpxi;
      __context.erase(currentNode->nodeVar());
    }

    if (varbucket.empty()) return nullptr;

    MultiDimFunctionGraph< GUM_SCALAR, TerminalNodePolicy >* vp = varbucket.back();
    varbucket.pop_back();
    while (!varbucket.empty()) {
      MultiDimFunctionGraph< GUM_SCALAR, TerminalNodePolicy >* temp = vp;
      TreeOperator< GUM_SCALAR, PROJECTOPERATOR > projope(vp, varbucket.back());
      vp = projope.compute();
      delete temp;
      temp = varbucket.back();
      varbucket.pop_back();
      delete temp;
    }

    return vp;
  }

}   // namespace gum