MueLu_AvatarInterface.hpp

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// @HEADER
// *****************************************************************************
//        MueLu: A package for multigrid based preconditioning
//
// Copyright 2012 NTESS and the MueLu contributors.
// SPDX-License-Identifier: BSD-3-Clause
// *****************************************************************************
// @HEADER
 
#ifndef MUELU_AVATARINTERFACE_HPP
#define MUELU_AVATARINTERFACE_HPP
 
#include <string>
#include "Teuchos_Comm.hpp"
#include "Teuchos_RCP.hpp"
#include "Teuchos_ArrayRCP.hpp"
#include "Teuchos_ParameterList.hpp"
#include "MueLu_BaseClass.hpp"
 
#ifdef HAVE_MUELU_AVATAR
 
// Forward declaration
struct Avatar_struct;
typedef struct Avatar_struct Avatar_handle;
 
namespace MueLu {
 
class AvatarInterface : public BaseClass {
 public:
  AvatarInterface(Teuchos::RCP<const Teuchos::Comm<int> >& comm)
    : comm_(comm) {}
 
  AvatarInterface(Teuchos::RCP<const Teuchos::Comm<int> >& comm, Teuchos::ParameterList& inParams)
    : comm_(comm)
    , params_(inParams){};
 
  ~AvatarInterface() { Cleanup(); }
 
  Teuchos::RCP<const Teuchos::ParameterList> GetValidParameterList() const;
 
  // Sets the input parameters for the AvatarInterface
  void SetParameterList(Teuchos::ParameterList& inParams) { params_ = inParams; }
 
  // Sets up Avatar
  void Setup();
 
  // Calls Avatar to set MueLu Parameters
  void SetMueLuParameters(const Teuchos::ParameterList& problemFeatures, Teuchos::ParameterList& mueluParams, bool overwrite = true) const;
 
  // Clean up the handle
  void Cleanup();
 
  // Returns 1 if the given parameters are within same
  // same domain as training data, 0 otherwise
  int checkBounds(std::string trialString, Teuchos::ArrayRCP<std::string> boundsString) const;
 
  int hybrid(float* probabilities, std::vector<int> acceptableCombos) const;
 
  int highProb(float* probabilities, std::vector<int> acceptableCombos) const;
 
  int lowCrash(float* probabilities, std::vector<int> acceptableCombos) const;
 
  int weighted(float* probabilities, std::vector<int> acceptableCombos) const;
 
 private:
  // Utility functions
  Teuchos::ArrayRCP<std::string> ReadFromFiles(const char* param_name) const;
  void GenerateFeatureString(const Teuchos::ParameterList& problemFeatures, std::string& featureString) const;
  std::string ParamsToString(const std::vector<int>& indices) const;
  void SetIndices(int id, std::vector<int>& indices) const;
  void GenerateMueLuParametersFromIndex(int id, Teuchos::ParameterList& pl) const;
  void UnpackMueLuMapping();
 
  // Cached data
  Teuchos::RCP<const Teuchos::Comm<int> > comm_;
  mutable Teuchos::ParameterList params_;  // The mutable is a hack to deal with issues in Teuchos
  Teuchos::ArrayRCP<std::string> avatarStrings_;
  Teuchos::ArrayRCP<std::string> namesStrings_;
  Teuchos::Array<std::string> filestem_;
  Teuchos::ArrayRCP<std::string> boundsString_;
  int avatarGoodClass_;
  int heuristicToUse_;
 
  // RCP's don't handle opaque pointers well
  Avatar_handle* avatarHandle_;
 
  Teuchos::Array<std::string> mueluParameterName_;
  Teuchos::Array<std::string> avatarParameterName_;
 
  Teuchos::ArrayRCP<Teuchos::Array<double> > mueluParameterValues_;
  Teuchos::ArrayRCP<Teuchos::Array<double> > avatarParameterValues_;
};
 
}  // namespace MueLu
 
#endif  // HAVE_MUELU_AVATAR
 
#endif  // MUELU_AVATARINTERFACE_HPP