//                                               -*- C++ -*-
/**
 *  @brief Regression from a data sample upon a particular basis
 *
 *  Copyright 2005-2018 Airbus-EDF-IMACS-Phimeca
 *
 *  This library is free software: you can redistribute it and/or modify
 *  it under the terms of the GNU Lesser General Public License as published by
 *  the Free Software Foundation, either version 3 of the License, or
 *  (at your option) any later version.
 *
 *  This library 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 Lesser General Public License for more details.
 *
 *  You should have received a copy of the GNU Lesser General Public License
 *  along with this library.  If not, see <http://www.gnu.org/licenses/>.
 *
 */
#ifndef OPENTURNS_APPROXIMATIONALGORITHM_HXX
#define OPENTURNS_APPROXIMATIONALGORITHM_HXX

#include "openturns/TypedInterfaceObject.hxx"
#include "openturns/ApproximationAlgorithmImplementation.hxx"

BEGIN_NAMESPACE_OPENTURNS



/**
 * @class ApproximationAlgorithm
 *
 * Regression from a data sample upon a particular basis
 */
class OT_API ApproximationAlgorithm
  : public TypedInterfaceObject<ApproximationAlgorithmImplementation>
{
  CLASSNAME

public:

  typedef TypedInterfaceObject<ApproximationAlgorithmImplementation>::Implementation Implementation;

  /** Constructor from implementation */
  ApproximationAlgorithm(const ApproximationAlgorithmImplementation & implementation);

  /** Constructor from implementation */
  ApproximationAlgorithm(const Implementation & p_implementation);

  /** Sample accessors */
  Sample getX() const;
  Sample getY() const;

  /** Weights accessors */
  Point getWeight() const;

  /** Basis accessor */
  Basis getPsi() const;

  /** Verbosity accessor */
  void setVerbose(const Bool verbose);
  Bool getVerbose() const;

  /** String converter */
  String __repr__() const;
  String __str__(const String & offset = "") const;

  /** Perform approximation */
  void run();
#ifndef SWIG
  void run(const DesignProxy & proxy);
#endif

  /** Acccessor to the coefficients of the selected metamodel on the provided basis */
  Point getCoefficients();

  /** Acccessor to the residual of the selected metamodel on the provided basis */
  Scalar getResidual();

  /** Acccessor to the residual of the selected metamodel on the provided basis */
  Scalar getRelativeError();

}; /* class ApproximationAlgorithm */



END_NAMESPACE_OPENTURNS

#endif /* OPENTURNS_APPROXIMATIONALGORITHM_HXX */
