File: MIP_scip_wrap.cpp

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minizinc 2.9.2%2Bdfsg1-1
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// * -*- mode: C++; c-basic-offset: 2; indent-tabs-mode: nil -*- */

/*
 *  Main authors:
 *     Gleb Belov <gleb.belov@monash.edu>
 */

/* This Source Code Form is subject to the terms of the Mozilla Public
 * License, v. 2.0. If a copy of the MPL was not distributed with this
 * file, You can obtain one at http://mozilla.org/MPL/2.0/. */

#ifdef _MSC_VER
#define _CRT_SECURE_NO_WARNINGS
#endif

#include <minizinc/exception.hh>
#include <minizinc/solvers/MIP/MIP_scip_wrap.hh>
#include <minizinc/utils.hh>

#include <array>
#include <cmath>
#include <cstring>
#include <fstream>
#include <iomanip>
#include <iostream>
#include <sstream>
#include <stdexcept>
#include <string>

using namespace std;

/// Load SCIP DLL with the given path
ScipPlugin::ScipPlugin(const std::string& dll) : _inner(dll) { load(); }

/// Load SCIP DLL with default search paths on Windows
ScipPlugin::ScipPlugin()
    : _inner(
#ifdef _WIN32
          {
              "libscip",
              "scip",
              "C:\\Program Files\\SCIPOptSuite 9.2.4\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.2.3\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.2.2\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.2.1\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.2.0\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.1.4\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.1.3\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.1.2\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.1.1\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.1.0\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.0.4\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.0.3\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.0.2\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.0.1\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 9.0.0\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 8.1.0\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 8.0.4\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 8.0.3\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 8.0.2\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 8.0.1\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 8.0.0\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 7.0.3\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 7.0.2\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 7.0.1\\bin\\libscip.dll",
              "C:\\Program Files\\SCIPOptSuite 7.0.0\\bin\\libscip.dll",
              "C:\\Program Files (x86)\\SCIPOptSuite 7.0.1\\bin\\scip.dll",
              "C:\\Program Files (x86)\\SCIPOptSuite 7.0.0\\bin\\scip.dll",
          }
#else
          std::vector<std::string>({
              "libscip",
              "/home/linuxbrew/.linuxbrew/lib/libscip.so",
              "/opt/homebrew/lib/libscip.dylib",
          })
#endif
      ) {
  load();
}

void ScipPlugin::load() {
  load_symbol_dynamic(_inner, SCIPmajorVersion);
  load_symbol_dynamic(_inner, SCIPminorVersion);
  load_symbol_dynamic(_inner, SCIPtechVersion);
  load_symbol_dynamic(_inner, SCIPsubversion);
  load_symbol_dynamic(_inner, SCIPprintError);
  load_symbol_dynamic(_inner, SCIPcreate);
  load_symbol_dynamic(_inner, SCIPincludeDefaultPlugins);
  load_symbol_dynamic(_inner, SCIPcreateProbBasic);
  load_symbol_dynamic(_inner, SCIPfree);
  load_symbol_dynamic(_inner, SCIPcreateVarBasic);
  load_symbol_dynamic(_inner, SCIPaddVar);
  load_symbol_dynamic(_inner, SCIPreleaseVar);
  load_symbol_dynamic(_inner, SCIPinfinity);
  load_symbol_dynamic(_inner, SCIPcreateConsBasicLinear);
  load_symbol_dynamic(_inner, SCIPcreateConsBasicQuadratic);
  load_symbol_dynamic(_inner, SCIPaddCons);
  load_symbol_dynamic(_inner, SCIPreleaseCons);
  load_symbol_dynamic(_inner, SCIPchgVarLbGlobal);
  load_symbol_dynamic(_inner, SCIPchgVarUbGlobal);
  load_symbol_dynamic(_inner, SCIPgetNegatedVar);
  load_symbol_dynamic(_inner, SCIPcreateConsBasicIndicator);
  load_symbol_dynamic(_inner, SCIPcreateConsBasicBounddisjunction);
  load_symbol_dynamic(_inner, SCIPcreateConsBasicCumulative);
  load_symbol_dynamic(_inner, SCIPcreateConsBasicOrbisack);
  load_symbol_dynamic(_inner, SCIPcreateConsBasicOrbitope);
  load_symbol_dynamic(_inner, SCIPgetNSolsFound);
  load_symbol_dynamic(_inner, SCIPgetNSols);
  load_symbol_dynamic(_inner, SCIPsetIntParam);
  load_symbol_dynamic(_inner, SCIPsetRealParam);
  load_symbol_dynamic(_inner, SCIPwriteOrigProblem);
  load_symbol_dynamic(_inner, SCIPsetMessagehdlrQuiet);
  load_symbol_dynamic(_inner, SCIPmessagehdlrCreate);
  load_symbol_dynamic(_inner, SCIPsetMessagehdlr);
  load_symbol_dynamic(_inner, SCIPreadParams);
  load_symbol_dynamic(_inner, SCIPwriteParams);
  load_symbol_dynamic(_inner, SCIPsolve);
  load_symbol_dynamic(_inner, SCIPgetStatus);
  load_symbol_dynamic(_inner, SCIPgetPrimalbound);
  load_symbol_dynamic(_inner, SCIPgetDualbound);
  load_symbol_dynamic(_inner, SCIPgetSolVals);
  load_symbol_dynamic(_inner, SCIPgetBestSol);
  load_symbol_dynamic(_inner, SCIPgetNTotalNodes);
  load_symbol_dynamic(_inner, SCIPgetNNodes);
  load_symbol_dynamic(_inner, SCIPgetNNodesLeft);
  load_symbol_dynamic(_inner, SCIPfreeTransform);
  load_symbol_dynamic(_inner, SCIPsetObjsense);
  load_symbol_dynamic(_inner, SCIPeventhdlrGetName);
  load_symbol_dynamic(_inner, SCIPcatchEvent);
  load_symbol_dynamic(_inner, SCIPdropEvent);
  load_symbol_dynamic(_inner, SCIPeventGetType);
  load_symbol_dynamic(_inner, SCIPgetSolOrigObj);
  load_symbol_dynamic(_inner, SCIPincludeEventhdlrBasic);
  load_symbol_dynamic(_inner, SCIPsetEventhdlrInit);
  load_symbol_dynamic(_inner, SCIPsetEventhdlrExit);
  load_symbol_dynamic(_inner, SCIPmessagePrintErrorHeader);
  load_symbol_dynamic(_inner, SCIPmessagePrintError);
  load_symbol_dynamic(_inner, SCIPgetNVars);
  load_symbol_dynamic(_inner, SCIPgetNConss);
  load_symbol_dynamic(_inner, SCIPgetParams);
  load_symbol_dynamic(_inner, SCIPgetNParams);
  load_symbol_dynamic(_inner, SCIPparamGetName);
  load_symbol_dynamic(_inner, SCIPparamGetType);
  load_symbol_dynamic(_inner, SCIPparamGetDesc);
  load_symbol_dynamic(_inner, SCIPparamGetBoolDefault);
  load_symbol_dynamic(_inner, SCIPparamGetCharAllowedValues);
  load_symbol_dynamic(_inner, SCIPparamGetCharDefault);
  load_symbol_dynamic(_inner, SCIPparamGetIntDefault);
  load_symbol_dynamic(_inner, SCIPparamGetIntMin);
  load_symbol_dynamic(_inner, SCIPparamGetIntMax);
  load_symbol_dynamic(_inner, SCIPparamGetLongintDefault);
  load_symbol_dynamic(_inner, SCIPparamGetLongintMin);
  load_symbol_dynamic(_inner, SCIPparamGetLongintMax);
  load_symbol_dynamic(_inner, SCIPparamGetRealDefault);
  load_symbol_dynamic(_inner, SCIPparamGetRealMin);
  load_symbol_dynamic(_inner, SCIPparamGetRealMax);
  load_symbol_dynamic(_inner, SCIPparamGetStringDefault);
  load_symbol_dynamic(_inner, SCIPgetParam);
  load_symbol_dynamic(_inner, SCIPchgBoolParam);
  load_symbol_dynamic(_inner, SCIPchgIntParam);
  load_symbol_dynamic(_inner, SCIPchgLongintParam);
  load_symbol_dynamic(_inner, SCIPchgRealParam);
  load_symbol_dynamic(_inner, SCIPchgCharParam);
  load_symbol_dynamic(_inner, SCIPchgStringParam);
}

#define SCIP_PLUGIN_CALL_R(plugin, x)                                         \
  {                                                                           \
    SCIP_RETCODE _ret = (x);                                                  \
    if (_ret != SCIP_OKAY) {                                                  \
      (plugin)->SCIPmessagePrintErrorHeader(__FILE__, __LINE__);              \
      (plugin)->SCIPmessagePrintError("Error <%d> in function call\n", _ret); \
      return _ret;                                                            \
    }                                                                         \
  }

string MIPScipWrapper::getDescription(FactoryOptions& factoryOpt,
                                      MiniZinc::SolverInstanceBase::Options* opt) {
  ostringstream oss;
  oss << "MIP wrapper for SCIP " << getVersion(factoryOpt, opt)
      << ". Compiled";
  return oss.str();
}
string MIPScipWrapper::getVersion(FactoryOptions& factoryOpt,
                                  MiniZinc::SolverInstanceBase::Options* opt) {
  try {
    auto* p = factoryOpt.scipDll.empty() ? new ScipPlugin() : new ScipPlugin(factoryOpt.scipDll);
    ostringstream oss;
    oss << p->SCIPmajorVersion() << '.' << p->SCIPminorVersion() << '.' << p->SCIPtechVersion()
        << '.' << p->SCIPsubversion();
    delete p;
    return oss.str();
  } catch (MiniZinc::PluginError&) {
    return "<unknown version>";
  }
}
vector<string> MIPScipWrapper::getRequiredFlags(FactoryOptions& factoryOpt) {
  try {
    ScipPlugin p;
    return {};
  } catch (MiniZinc::PluginError&) {
    return {"--scip-dll"};
  }
}

vector<string> MIPScipWrapper::getFactoryFlags() { return {"--scip-dll"}; };

string MIPScipWrapper::getId() { return "scip"; }

string MIPScipWrapper::getName() { return "SCIP"; }

vector<string> MIPScipWrapper::getTags() { return {"mip", "float", "api"}; }

vector<string> MIPScipWrapper::getStdFlags() { return {"-i", "-p", "-s"}; }

void MIPScipWrapper::Options::printHelp(ostream& os) {
  os << "SCIP  MIP wrapper options:"
     << std::endl
     // -s                  print statistics
     //            << "  --readParam <file>  read SCIP parameters from file
     //               << "--writeParam <file> write SCIP parameters to file
     //               << "--tuneParam         instruct SCIP to tune parameters instead of solving
     << "--writeModel <file> write model to <file> (.lp, .mps, ...?)" << std::endl
     << "-i                  print intermediate solutions for optimization problems" << std::endl
     << "-p <N>, --parallel <N>\n    use N threads, default: 1"
     << std::endl
     //   << "--nomippresolve     disable MIP presolving   NOT IMPL" << std::endl
     << "--solver-time-limit <N>       stop search after N milliseconds" << std::endl
     << "--workmem <N>       maximal amount of RAM used, MB" << std::endl
     << "--readParam <file>  read SCIP parameters from file" << std::endl
     << "--writeParam <file> write SCIP parameters to file"
     << std::endl
     //   << "--tuneParam         instruct SCIP to tune parameters instead of solving   NOT IMPL"

     << "--absGap <n>        absolute gap |primal-dual| to stop" << std::endl
     << "--relGap <n>        relative gap |primal-dual|/<solver-dep> to stop. Default 1e-8, set "
        "<0 "
        "to use backend's default"
     << std::endl
     << "--intTol <n>        integrality tolerance for a variable. Default 1e-8"
     << std::endl
     //   << "--objDiff <n>       objective function discretization. Default 1.0" << std::endl
     << "--scip-dll <file>   load the SCIP library from the given file (absolute path or file "
        "basename), default 'scip'"
     << std::endl
     << std::endl;
}

static inline bool beginswith(const string& s, const string& t) {
  return s.compare(0, t.length(), t) == 0;
}

bool MIPScipWrapper::FactoryOptions::processOption(int& i, std::vector<std::string>& argv,
                                                   const std::string& workingDir) {
  MiniZinc::CLOParser cop(i, argv);
  return cop.get("--scip-dll", &scipDll);
}

bool MIPScipWrapper::Options::processOption(int& i, vector<string>& argv,
                                            const std::string& workingDir) {
  MiniZinc::CLOParser cop(i, argv);
  std::string buffer;
  if (cop.get("-i")) {
    flagIntermediate = true;
  } else if (string(argv[i]) == "-f" ||
             string(argv[i]) == "--free-search") {  // NOLINT: Allow repeated empty if
    //     std::cerr << "  Flag -f: ignoring fixed strategy anyway." << std::endl;
  } else if (cop.get("--writeModel", &buffer)) {
    sExportModel = MiniZinc::FileUtils::file_path(buffer, workingDir);
  } else if (cop.get("-p --parallel", &nThreads)) {        // NOLINT: Allow repeated empty if
  } else if (cop.get("--solver-time-limit", &nTimeout)) {  // NOLINT: Allow repeated empty if
  } else if (cop.get("--workmem", &nWorkMemLimit)) {       // NOLINT: Allow repeated empty if
  } else if (cop.get("--readParam", &buffer)) {
    sReadParams = MiniZinc::FileUtils::file_path(buffer, workingDir);
  } else if (cop.get("--writeParam", &buffer)) {
    sWriteParams = MiniZinc::FileUtils::file_path(buffer, workingDir);
  } else if (cop.get("--absGap", &absGap)) {  // NOLINT: Allow repeated empty if
  } else if (cop.get("--relGap", &relGap)) {  // NOLINT: Allow repeated empty if
  } else if (cop.get("--intTol", &intTol)) {  // NOLINT: Allow repeated empty if
    //   } else if ( cop.get( "--objDiff", &objDiff ) ) {
  } else {
    return false;
  }
  return true;
}

// NOLINTNEXTLINE(readability-identifier-naming)
void MIPScipWrapper::SCIP_PLUGIN_CALL(SCIP_RETCODE retcode, const string& msg, bool fTerm) {
  /* evaluate return code of the SCIP process */
  if (retcode != SCIP_OKAY) {
    /* write error back trace */
    _plugin->SCIPprintError(retcode);
    string msgAll = ("  MIPScipWrapper runtime error, see output:  " + msg);
    cerr << msgAll << endl;
    if (fTerm) {
      cerr << "TERMINATING." << endl;
      throw runtime_error(msgAll);
    }
  }
}

SCIP_RETCODE MIPScipWrapper::openSCIP() {
  if (_factoryOptions.scipDll.empty()) {
    _plugin = new ScipPlugin();
  } else {
    _plugin = new ScipPlugin(_factoryOptions.scipDll);
  }

  SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPcreate(&_scip));
  SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPincludeDefaultPlugins(_scip));

  /* create empty problem */
  SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPcreateProbBasic(_scip, "mzn_scip"));
  return SCIP_OKAY;
}

SCIP_RETCODE MIPScipWrapper::closeSCIP() {
  SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPfree(&_scip));

  delete _plugin;
  /// and at last:
  //   MIPWrapper::cleanup();
  return SCIP_OKAY;
}

std::vector<MiniZinc::SolverConfig::ExtraFlag> MIPScipWrapper::getExtraFlags(
    FactoryOptions& factoryOpt) {
  try {
    MIPScipWrapper msw(factoryOpt, nullptr);
    auto* params = msw._plugin->SCIPgetParams(msw._scip);
    int num_params = msw._plugin->SCIPgetNParams(msw._scip);
    std::vector<MiniZinc::SolverConfig::ExtraFlag> res;
    res.reserve(num_params);
    for (int i = 0; i < num_params; i++) {
      auto* param = params[i];
      std::string name = std::string(msw._plugin->SCIPparamGetName(param));
      if (name == "lp/threads" || name == "limits/time" || name == "limits/memory" ||
          name == "limits/absgap" || name == "limits/gap" || name == "numerics/feastol") {
        // Handled by stdFlags
        continue;
      }
      // Replace / in param name with _ (can't use - as some names have - in them already)
      auto type = msw._plugin->SCIPparamGetType(param);
      std::string desc(msw._plugin->SCIPparamGetDesc(param));
      MiniZinc::SolverConfig::ExtraFlag::FlagType param_type;
      std::vector<std::string> param_range;
      std::string param_default;
      switch (type) {
        case SCIP_ParamType::SCIP_PARAMTYPE_BOOL:
          param_type = MiniZinc::SolverConfig::ExtraFlag::FlagType::T_BOOL;
          param_range = {"true", "false"};
          param_default = msw._plugin->SCIPparamGetBoolDefault(param) != 0 ? "true" : "false";
          break;
        case SCIP_ParamType::SCIP_PARAMTYPE_CHAR: {
          param_type = MiniZinc::SolverConfig::ExtraFlag::FlagType::T_STRING;
          param_default = msw._plugin->SCIPparamGetCharDefault(param);
          auto* allowed_values = msw._plugin->SCIPparamGetCharAllowedValues(param);
          if (allowed_values != nullptr) {
            for (int i = 0; i < strlen(allowed_values); i++) {
              param_range.emplace_back(1, allowed_values[i]);
            }
          }
          break;
        }
        case SCIP_ParamType::SCIP_PARAMTYPE_INT:
          param_type = MiniZinc::SolverConfig::ExtraFlag::FlagType::T_INT;
          param_range.push_back(std::to_string(msw._plugin->SCIPparamGetIntMin(param)));
          param_range.push_back(std::to_string(msw._plugin->SCIPparamGetIntMax(param)));
          param_default = std::to_string(msw._plugin->SCIPparamGetIntDefault(param));
          break;
        case SCIP_ParamType::SCIP_PARAMTYPE_LONGINT:
          param_type = MiniZinc::SolverConfig::ExtraFlag::FlagType::T_INT;
          param_range.push_back(std::to_string(msw._plugin->SCIPparamGetLongintMin(param)));
          param_range.push_back(std::to_string(msw._plugin->SCIPparamGetLongintMax(param)));
          param_default = std::to_string(msw._plugin->SCIPparamGetLongintDefault(param));
          break;
        case SCIP_ParamType::SCIP_PARAMTYPE_REAL:
          param_type = MiniZinc::SolverConfig::ExtraFlag::FlagType::T_FLOAT;
          param_range.push_back(std::to_string(msw._plugin->SCIPparamGetRealMin(param)));
          param_range.push_back(std::to_string(msw._plugin->SCIPparamGetRealMax(param)));
          param_default = std::to_string(msw._plugin->SCIPparamGetRealDefault(param));
          break;
        case SCIP_ParamType::SCIP_PARAMTYPE_STRING:
          param_type = MiniZinc::SolverConfig::ExtraFlag::FlagType::T_STRING;
          param_default = msw._plugin->SCIPparamGetStringDefault(param);
          break;
        default:
          break;
      }
      res.emplace_back("--scip-" + name, desc, param_type, param_range, param_default);
    }
    return res;
  } catch (MiniZinc::PluginError&) {
    return {};
  }
  return {};
}

SCIP_RETCODE MIPScipWrapper::doAddVarsSCIP(size_t n, double* obj, double* lb, double* ub,
                                           MIPWrapper::VarType* vt, string* names) {
  /// Convert var types:
  //   vector<char> ctype(n);
  //   vector<char*> pcNames(n);
  for (size_t j = 0; j < n; ++j) {
    //     pcNames[i] = (char*)names[i].c_str();
    SCIP_VARTYPE ctype;
    switch (vt[j]) {
      case REAL:
        ctype = SCIP_VARTYPE_CONTINUOUS;
        break;
      case INT:
        ctype = SCIP_VARTYPE_INTEGER;
        break;
      case BINARY:
        ctype = SCIP_VARTYPE_BINARY;
        break;
      default:
        throw runtime_error("  MIPWrapper: unknown variable type");
    }
    _scipVars.resize(_scipVars.size() + 1);
    if (fPhase1Over) {
      assert(_scipVars.size() == colObj.size());
    }
    SCIP_PLUGIN_CALL_R(
        _plugin, _plugin->SCIPcreateVarBasic(_scip, &_scipVars.back(), names[j].c_str(), lb[j],
                                             ub[j], obj[j], ctype));
    SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPaddVar(_scip, _scipVars.back()));
  }
  //   retcode = SCIP_newcols (env, lp, n, obj, lb, ub, ctype.data(), pcNames.data());
  //   wrap_assert( !retcode,  "Failed to declare variables." );
  return SCIP_OKAY;
}

SCIP_RETCODE MIPScipWrapper::delSCIPVars() {
  for (auto& v : _scipVars) {
    _plugin->SCIPreleaseVar(_scip, &v);
  }
  return SCIP_OKAY;
}

SCIP_RETCODE MIPScipWrapper::addRowSCIP(int nnz, int* rmatind, double* rmatval,
                                        MIPWrapper::LinConType sense, double rhs, int mask,
                                        const string& rowName) {
  /// Convert var types:
  double lh = -getInfBound();
  double rh = getInfBound();
  switch (sense) {
    case LQ:
      rh = rhs;
      break;
    case EQ:
      lh = rh = rhs;
      break;
    case GQ:
      lh = rhs;
      break;
    default:
      throw runtime_error("  MIPWrapper: unknown constraint type");
  }
  const int ccnt = 0;
  const int rcnt = 1;
  const int rmatbeg[] = {0};
  char* pRName = (char*)rowName.c_str();
  // ignoring mask for now.  TODO
  SCIP_CONS* cons;
  vector<SCIP_VAR*> ab(nnz);

  for (int j = 0; j < nnz; ++j) {
    ab[j] = _scipVars[rmatind[j]];
  }

  SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPcreateConsBasicLinear(_scip, &cons, rowName.c_str(), nnz,
                                                                 ab.data(), rmatval, lh, rh));
  SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPaddCons(_scip, cons));
  SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPreleaseCons(_scip, &cons));
  return SCIP_OKAY;
  //   retcode = SCIP_addrows (env, lp, ccnt, rcnt, nnz, &rhs,
  //         &ssense, rmatbeg, rmatind, rmatval,
  //         nullptr, &pRName);
  //   wrap_assert( !retcode,  "Failed to add constraint." );
}

void MIPScipWrapper::setVarBounds(int iVar, double lb, double ub) {
  SCIP_PLUGIN_CALL(lb <= ub ? SCIP_OKAY : SCIP_ERROR, "scip interface: setVarBounds: lb>ub");
  setVarLB(iVar, lb);
  setVarUB(iVar, ub);
}

void MIPScipWrapper::setVarLB(int iVar, double lb) {
  auto res = _plugin->SCIPchgVarLbGlobal(_scip, _scipVars[iVar], lb);
  SCIP_PLUGIN_CALL(res, "scip interface: failed to set var lb.");
}

void MIPScipWrapper::setVarUB(int iVar, double ub) {
  auto res = _plugin->SCIPchgVarUbGlobal(_scip, _scipVars[iVar], ub);
  SCIP_PLUGIN_CALL(res, "scip interface: failed to set var ub.");
}

void MIPScipWrapper::addIndicatorConstraint(int iBVar, int bVal, int nnz, int* rmatind,
                                            double* rmatval, MIPWrapper::LinConType sense,
                                            double rhs, const string& rowName) {
  MZN_ASSERT_HARD_MSG(0 <= bVal && 1 >= bVal, "SCIP: addIndicatorConstraint: bVal not 0/1");
  //// Make sure in order to notice the indices of lazy constr: also here?   TODO
  //  ++ nRows;

  SCIP_CONS* cons;
  vector<SCIP_VAR*> ab(nnz);
  SCIP_VAR*
      indicator_var;  // SCIP 6.0.1 requires that the implication is active for indicator_x == 1

  for (int j = 0; j < nnz; ++j) {
    ab[j] = _scipVars[rmatind[j]];
  }

  indicator_var = _scipVars[iBVar];
  if (0 == bVal) {
    SCIP_PLUGIN_CALL(_plugin->SCIPgetNegatedVar(_scip, indicator_var, &indicator_var));
  }

  if (LQ == sense || EQ == sense) {
    SCIP_PLUGIN_CALL(_plugin->SCIPcreateConsBasicIndicator(
        _scip, &cons, rowName.c_str(), indicator_var, nnz, ab.data(), rmatval, rhs));
    SCIP_PLUGIN_CALL(_plugin->SCIPaddCons(_scip, cons));
    SCIP_PLUGIN_CALL(_plugin->SCIPreleaseCons(_scip, &cons));
  }
  if (GQ == sense || EQ == sense) {
    std::vector<double> rmatvalNEG(nnz);
    for (int i = nnz; (i--) != 0;) {
      rmatvalNEG[i] = -rmatval[i];
    }
    SCIP_PLUGIN_CALL(_plugin->SCIPcreateConsBasicIndicator(
        _scip, &cons, rowName.c_str(), indicator_var, nnz, ab.data(), rmatvalNEG.data(), -rhs));
    SCIP_PLUGIN_CALL(_plugin->SCIPaddCons(_scip, cons));
    SCIP_PLUGIN_CALL(_plugin->SCIPreleaseCons(_scip, &cons));
  }
}

void MIPScipWrapper::addBoundsDisj(int n, double* fUB, double* bnd, int* vars, int nF, double* fUBF,
                                   double* bndF, int* varsF, const string& rowName) {
  SCIP_CONS* cons;
  std::vector<SCIP_VAR*> v(n + nF);
  std::vector<SCIP_BOUNDTYPE> bt(n + nF);
  std::vector<SCIP_Real> bs(n + nF);

  for (int j = 0; j < n; ++j) {
    v[j] = _scipVars[vars[j]];
    bt[j] = (fUB[j] != 0.0) ? SCIP_BOUNDTYPE_UPPER : SCIP_BOUNDTYPE_LOWER;
    bs[j] = bnd[j];
  }
  for (int j = 0; j < nF; ++j) {
    v[n + j] = _scipVars[varsF[j]];
    bt[n + j] = (fUBF[j] != 0.0) ? SCIP_BOUNDTYPE_UPPER : SCIP_BOUNDTYPE_LOWER;
    bs[n + j] = bndF[j];
  }

  SCIP_PLUGIN_CALL(_plugin->SCIPcreateConsBasicBounddisjunction(
      _scip, &cons, rowName.c_str(), static_cast<int>(v.size()), v.data(), bt.data(), bs.data()));
  SCIP_PLUGIN_CALL(_plugin->SCIPaddCons(_scip, cons));
  SCIP_PLUGIN_CALL(_plugin->SCIPreleaseCons(_scip, &cons));
}

void MIPScipWrapper::addCumulative(int nnz, int* rmatind, double* d, double* r, double b,
                                   const string& rowName) {
  SCIP_CONS* cons;
  vector<SCIP_VAR*> ab(nnz);
  vector<int> nd(nnz);
  vector<int> nr(nnz);

  for (int j = 0; j < nnz; ++j) {
    ab[j] = _scipVars[rmatind[j]];
    nd[j] = (int)round(d[j]);
    nr[j] = (int)round(r[j]);
  }

  SCIP_PLUGIN_CALL(_plugin->SCIPcreateConsBasicCumulative(
      _scip, &cons, rowName.c_str(), nnz, ab.data(), nd.data(), nr.data(), (int)round(b)));

  SCIP_PLUGIN_CALL(_plugin->SCIPaddCons(_scip, cons));
  SCIP_PLUGIN_CALL(_plugin->SCIPreleaseCons(_scip, &cons));
}

/// Lex-lesseq binary, currently SCIP only
/// TODO check all variables are binary, SCIP 7.0.2 does not
void MIPScipWrapper::addLexLesseq(int nnz, int* rmatind1, int* rmatind2, bool isModelCons,
                                  const std::string& rowName) {
  SCIP_CONS* cons;
  vector<SCIP_VAR*> vars1(nnz);
  vector<SCIP_VAR*> vars2(nnz);

  for (int j = 0; j < nnz; ++j) {
    vars1[j] = _scipVars[rmatind1[j]];
    vars2[j] = _scipVars[rmatind2[j]];
  }

  SCIP_PLUGIN_CALL(_plugin->SCIPcreateConsBasicOrbisack(
      _scip, &cons, rowName.c_str(), vars2.data(), vars1.data(),  // it's actually lex_greatereq
      nnz, FALSE, FALSE, (SCIP_Bool)isModelCons));
  SCIP_PLUGIN_CALL(_plugin->SCIPaddCons(_scip, cons));
  SCIP_PLUGIN_CALL(_plugin->SCIPreleaseCons(_scip, &cons));
}

/// Lex-chain-lesseq binary, currently SCIP only
void MIPScipWrapper::addLexChainLesseq(int m, int n, int* rmatind, int nOrbitopeType,
                                       bool resolveprop, bool isModelCons,
                                       const std::string& rowName) {
  SCIP_CONS* cons;
  vector<vector<SCIP_VAR*> > vars(m, vector<SCIP_VAR*>(size_t(n)));
  vector<SCIP_VAR**> vars_data(m);

  for (int i = 0; i < m; ++i) {
    for (int j = 0; j < n; ++j) {
      vars[i][j] = _scipVars[rmatind[i * n + (n - j - 1)]];  // it's actually lex_chain_greatereq
    }
    vars_data[i] = vars[i].data();
  }

  SCIP_PLUGIN_CALL(_plugin->SCIPcreateConsBasicOrbitope(
      _scip, &cons, rowName.c_str(), vars_data.data(), (SCIP_ORBITOPETYPE)nOrbitopeType, m, n,
      (SCIP_Bool)resolveprop, (SCIP_Bool)isModelCons));
  SCIP_PLUGIN_CALL(_plugin->SCIPaddCons(_scip, cons));
  SCIP_PLUGIN_CALL(_plugin->SCIPreleaseCons(_scip, &cons));
}

void MIPScipWrapper::addTimes(int x, int y, int z, const string& rowName) {
  /// As x*y - z == 0
  double zCoef = -1.0;
  double xyCoef = 1.0;
  SCIP_CONS* cons;
  std::array<SCIP_VAR*, 3> zxy = {_scipVars[z], _scipVars[x], _scipVars[y]};

  SCIP_PLUGIN_CALL(_plugin->SCIPcreateConsBasicQuadratic(_scip, &cons, rowName.c_str(), 1,
                                                         zxy.data(), &zCoef, 1, &zxy[1], &zxy[2],
                                                         &xyCoef, 0.0, 0.0));
  SCIP_PLUGIN_CALL(_plugin->SCIPaddCons(_scip, cons));
  SCIP_PLUGIN_CALL(_plugin->SCIPreleaseCons(_scip, &cons));
}

/// SolutionCallback ------------------------------------------------------------------------

/// From event_bestsol.c:
#define EVENTHDLR_NAME "bestsol"
#define EVENTHDLR_DESC "event handler for best solutions found"

namespace {
// Dirty way of accessing SCIP functions inside C callbacks
ScipPlugin* _cb_plugin;

MIPWrapper::CBUserInfo* cbuiPtr = nullptr;
SCIP_VAR** _scipVarsPtr = nullptr;
}  // namespace

/** initialization method of event handler (called after problem was transformed) */
static SCIP_DECL_EVENTINIT(eventInitBestsol) { /*lint --e{715}*/
  assert(scip != nullptr);
  assert(eventhdlr != nullptr);
  assert(strcmp(_cb_plugin->SCIPeventhdlrGetName(eventhdlr), EVENTHDLR_NAME) == 0);

  /* notify SCIP that your event handler wants to react on the event type best solution found */
  SCIP_PLUGIN_CALL_R(_cb_plugin, _cb_plugin->SCIPcatchEvent(scip, SCIP_EVENTTYPE_BESTSOLFOUND,
                                                            eventhdlr, nullptr, nullptr));

  return SCIP_OKAY;
}

/** deinitialization method of event handler (called before transformed problem is freed) */
static SCIP_DECL_EVENTEXIT(eventExitBestsol) { /*lint --e{715}*/
  assert(scip != nullptr);
  assert(eventhdlr != nullptr);
  assert(strcmp(_cb_plugin->SCIPeventhdlrGetName(eventhdlr), EVENTHDLR_NAME) == 0);

  /* notify SCIP that your event handler wants to drop the event type best solution found */
  SCIP_PLUGIN_CALL_R(_cb_plugin, _cb_plugin->SCIPdropEvent(scip, SCIP_EVENTTYPE_BESTSOLFOUND,
                                                           eventhdlr, nullptr, -1));

  return SCIP_OKAY;
}

/** execution method of event handler */
static SCIP_DECL_EVENTEXEC(eventExecBestsol) { /*lint --e{715}*/
  SCIP_SOL* bestsol;
  SCIP_Real objVal;
  int newincumbent = 0;

  assert(eventhdlr != nullptr);
  assert(strcmp(_cb_plugin->SCIPeventhdlrGetName(eventhdlr), EVENTHDLR_NAME) == 0);
  assert(event != nullptr);
  assert(scip != nullptr);
  assert(_cb_plugin->SCIPeventGetType(event) == SCIP_EVENTTYPE_BESTSOLFOUND);

  SCIPdebugMessage("exec method of event handler for best solution found\n");

  bestsol = _cb_plugin->SCIPgetBestSol(scip);
  assert(bestsol != nullptr);
  objVal = _cb_plugin->SCIPgetSolOrigObj(scip, bestsol);

  if (cbuiPtr == nullptr) {
    return SCIP_OKAY;
  }

  if (fabs(cbuiPtr->pOutput->objVal - objVal) > 1e-12 * (1.0 + fabs(objVal))) {
    newincumbent = 1;
    cbuiPtr->pOutput->objVal = objVal;
    cbuiPtr->pOutput->status = MIPWrapper::SAT;
    cbuiPtr->pOutput->statusName = "feasible from a callback";
  }

  if (newincumbent != 0 && _scipVarsPtr != nullptr) {
    assert(cbuiPtr->pOutput->x);
    SCIP_PLUGIN_CALL_R(
        _cb_plugin, _cb_plugin->SCIPgetSolVals(scip, bestsol, cbuiPtr->pOutput->nCols, _scipVarsPtr,
                                               (double*)cbuiPtr->pOutput->x));
    //       wrap_assert(!retcode, "Failed to get variable values.");
    cbuiPtr->pOutput->nNodes = static_cast<int>(_cb_plugin->SCIPgetNNodes(scip));
    cbuiPtr->pOutput->nOpenNodes = _cb_plugin->SCIPgetNNodesLeft(scip);
    cbuiPtr->pOutput->bestBound = _cb_plugin->SCIPgetDualbound(scip);

    cbuiPtr->pOutput->dWallTime = std::chrono::duration<double>(std::chrono::steady_clock::now() -
                                                                cbuiPtr->pOutput->dWallTime0)
                                      .count();
    cbuiPtr->pOutput->dCPUTime =
        double(std::clock() - cbuiPtr->pOutput->cCPUTime0) / CLOCKS_PER_SEC;

    /// Call the user function:
    if (cbuiPtr->solcbfn != nullptr) {
      (*cbuiPtr->solcbfn)(*cbuiPtr->pOutput, cbuiPtr->psi);
    }
  }

  return SCIP_OKAY;
}

/** includes event handler for best solution found */
SCIP_RETCODE MIPScipWrapper::includeEventHdlrBestsol() {
  SCIP_EVENTHDLRDATA* eventhdlrdata;
  SCIP_EVENTHDLR* eventhdlr;
  eventhdlrdata = nullptr;

  eventhdlr = nullptr;

  _cb_plugin = _plugin;  // So that callbacks can access plugin functions

  /* create event handler for events on watched variables */
  SCIP_PLUGIN_CALL_R(
      _plugin, _plugin->SCIPincludeEventhdlrBasic(_scip, &eventhdlr, EVENTHDLR_NAME, EVENTHDLR_DESC,
                                                  eventExecBestsol, eventhdlrdata));
  assert(eventhdlr != nullptr);

  /// Not for sub-SCIPs
  SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPsetEventhdlrInit(_scip, eventhdlr, eventInitBestsol));
  SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPsetEventhdlrExit(_scip, eventhdlr, eventExitBestsol));

  return SCIP_OKAY;
}

MIPScipWrapper::Status MIPScipWrapper::convertStatus(SCIP_STATUS scipStatus) {
  Status s = Status::UNKNOWN;
  /* Converting the status. */
  switch (scipStatus) {
    case SCIP_STATUS_OPTIMAL:
      s = Status::OPT;
      output.statusName = "Optimal";
      assert(_plugin->SCIPgetNSolsFound(_scip));
      break;
    case SCIP_STATUS_INFEASIBLE:
      s = Status::UNSAT;
      output.statusName = "Infeasible";
      break;
      //      case SCIP_MIP_OPTIMAL_INFEAS:
    case SCIP_STATUS_INFORUNBD:
      s = Status::UNSATorUNBND;
      output.statusName = "Infeasible or unbounded";
      break;
      //      case SCIP_MIP_SOL_LIM:
      //        s = Status::SAT;
      //        wrap_assert(SCIP_getsolnpoolnumsolns(env, lp), "Feasibility reported but pool
      //        empty?", false); break;
    case SCIP_STATUS_UNBOUNDED:
      s = Status::UNBND;
      output.statusName = "Unbounded";
      break;
      //      case SCIP_STATUSMIP_ABORT_INFEAS:
      //      case SCIP_MIP_FAIL_INFEAS:
      //        s = Status::ERROR;
      //        break;
    default:
      //      case SCIP_MIP_OPTIMAL_TOL:
      //      case SCIP_MIP_ABORT_RELAXATION_UNBOUNDED:
      if (_plugin->SCIPgetNSols(_scip) != 0) {
        s = Status::SAT;
        output.statusName = "Feasible";
      } else {
        s = Status::UNKNOWN;
        output.statusName = "Unknown";
      }
  }
  return s;
}

SCIP_DECL_MESSAGEWARNING(printMsg) { cerr << msg << flush; }

SCIP_RETCODE MIPScipWrapper::solveSCIP() {  // Move into ancestor?

  /////////////// Last-minute solver options //////////////////
  if (_options->nThreads > 0)
    SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPsetIntParam(_scip, "lp/threads", _options->nThreads));

  if (_options->nTimeout > 0)
    SCIP_PLUGIN_CALL_R(_plugin,
                       _plugin->SCIPsetRealParam(_scip, "limits/time",
                                                 static_cast<double>(_options->nTimeout) / 1000.0));

  if (_options->nWorkMemLimit > 0)
    SCIP_PLUGIN_CALL_R(_plugin,
                       _plugin->SCIPsetRealParam(_scip, "limits/memory", _options->nWorkMemLimit));

  if (_options->absGap >= 0.0)
    SCIP_PLUGIN_CALL_R(_plugin,
                       _plugin->SCIPsetRealParam(_scip, "limits/absgap", _options->absGap));
  if (_options->relGap >= 0.0)
    SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPsetRealParam(_scip, "limits/gap", _options->relGap));
  if (_options->intTol >= 0.0)
    SCIP_PLUGIN_CALL_R(_plugin,
                       _plugin->SCIPsetRealParam(_scip, "numerics/feastol", _options->intTol));

  //    retcode =  SCIP_setintparam (env, SCIP_PARAM_ClockType, 1);            // CPU time
  //    wrap_assert(!retcode, "  SCIP Warning: Failure to measure CPU time.", false);

  if (!_options->sExportModel.empty()) {
    //       std::cerr <<"  Exporting LP model to "  << sExportModel << " ..." << std::endl;
    SCIP_PLUGIN_CALL_R(
        _plugin, _plugin->SCIPwriteOrigProblem(_scip, _options->sExportModel.c_str(), nullptr, 0));
  }

  /* Turn on output to the screen  - after model export */
  if (!fVerbose) {
    //       SCIP_PLUGIN_CALL(SCIPsetMessagehdlr(_scip, nullptr));  No LP export then
    _plugin->SCIPsetMessagehdlrQuiet(_scip, TRUE);
  } else {
    SCIP_MESSAGEHDLR* pHndl = nullptr;
    SCIP_PLUGIN_CALL_R(
        _plugin, _plugin->SCIPmessagehdlrCreate(&pHndl, FALSE, nullptr, FALSE, printMsg, printMsg,
                                                printMsg, nullptr, nullptr));
    SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPsetMessagehdlr(_scip, pHndl));
  }

  //     assert(_scipVars.size() == colObj.size());
  int cur_numcols =
      static_cast<int>(_scipVars.size());  // No, we create negated indicators: getNCols();
  assert(cur_numcols == colObj.size());
  assert(cur_numcols == _scipVars.size());

  /// Solution callback
  output.nCols = static_cast<int>(colObj.size());
  _x.resize(output.nCols);
  output.x = _x.data();
  if (_options->flagIntermediate && cbui.solcbfn != nullptr && cbuiPtr == nullptr) {
    /* include event handler for best solution found */
    SCIP_PLUGIN_CALL_R(_plugin, includeEventHdlrBestsol());
    cbuiPtr = &cbui;  // not thread-safe...         TODO
    _scipVarsPtr = _scipVars.data();
    //       retcode = SCIP_setinfocallbackfunc (env, solcallback, &cbui);
    //       wrap_assert(!retcode, "Failed to set solution callback", false);
  }

  // Process extra flags options
  for (auto& it : _options->extraParams) {
    auto name = it.first.substr(7);
    std::replace(name.begin(), name.end(), '_', '/');
    auto* param = _plugin->SCIPgetParam(_scip, name.c_str());
    if (param == nullptr) {
      continue;
    }
    auto type = _plugin->SCIPparamGetType(param);
    switch (type) {
      case SCIP_ParamType::SCIP_PARAMTYPE_BOOL:
        SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPchgBoolParam(_scip, param, it.second == "true"));
        break;
      case SCIP_ParamType::SCIP_PARAMTYPE_CHAR:
        if (!it.second.empty()) {
          SCIP_PLUGIN_CALL_R(_plugin,
                             _plugin->SCIPchgCharParam(_scip, param, it.second.c_str()[0]));
        }
        break;
      case SCIP_ParamType::SCIP_PARAMTYPE_INT:
        SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPchgIntParam(_scip, param, stoi(it.second)));
        break;
      case SCIP_ParamType::SCIP_PARAMTYPE_LONGINT:
        SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPchgLongintParam(_scip, param, stoll(it.second)));
        break;
      case SCIP_ParamType::SCIP_PARAMTYPE_REAL:
        SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPchgRealParam(_scip, param, stod(it.second)));
        break;
      case SCIP_ParamType::SCIP_PARAMTYPE_STRING:
        SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPchgStringParam(_scip, param, it.second.c_str()));
        break;
      default:
        break;
    }
  }

  if (!_options->sReadParams.empty()) {
    SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPreadParams(_scip, _options->sReadParams.c_str()));
  }

  if (!_options->sWriteParams.empty()) {
    SCIP_PLUGIN_CALL_R(_plugin,
                       _plugin->SCIPwriteParams(_scip, _options->sReadParams.c_str(), TRUE, FALSE));
  }

  cbui.pOutput->dWallTime0 = output.dWallTime0 = std::chrono::steady_clock::now();
  output.dCPUTime = static_cast<double>(clock());

  /* Optimize the problem and obtain solution. */
  SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPsolve(_scip));
  //    wrap_assert( !retcode,  "Failed to optimize MIP." );

  output.dWallTime =
      std::chrono::duration<double>(std::chrono::steady_clock::now() - output.dWallTime0).count();
  output.dCPUTime = (static_cast<double>(clock()) - output.dCPUTime) / CLOCKS_PER_SEC;

  cbuiPtr = nullptr;  /// cleanup
  _scipVarsPtr = nullptr;

  SCIP_STATUS solstat = _plugin->SCIPgetStatus(_scip);
  output.status = convertStatus(solstat);
  //    output.statusName = SCIP_getstatstring (env, solstat, scip_status_buffer);

  /// Continuing to fill the output object:
  output.objVal = _plugin->SCIPgetPrimalbound(_scip);
  output.bestBound = _plugin->SCIPgetDualbound(_scip);
  //    wrap_assert(!retcode, "Failed to get the best bound.", false);
  if (Status::OPT == output.status || Status::SAT == output.status) {
    //       wrap_assert( !retcode, "No MIP objective value available." );

    _x.resize(cur_numcols);
    output.x = _x.data();
    SCIP_PLUGIN_CALL_R(_plugin,
                       _plugin->SCIPgetSolVals(_scip, _plugin->SCIPgetBestSol(_scip), cur_numcols,
                                               _scipVars.data(), (double*)output.x));
    if (cbui.solcbfn != nullptr && (!_options->flagIntermediate || !cbui.printed)) {
      cbui.solcbfn(output, cbui.psi);
    }
  }
  output.nNodes = static_cast<int>(_plugin->SCIPgetNTotalNodes(_scip));
  output.nOpenNodes = _plugin->SCIPgetNNodesLeft(_scip);  // SCIP_getnodeleftcnt (env, lp);

  SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPfreeTransform(_scip));

  return SCIP_OKAY;
}

SCIP_RETCODE MIPScipWrapper::setObjSenseSCIP(int s) {
  SCIP_PLUGIN_CALL_R(_plugin, _plugin->SCIPsetObjsense(
                                  _scip, s > 0 ? SCIP_OBJSENSE_MAXIMIZE : SCIP_OBJSENSE_MINIMIZE));
  return SCIP_OKAY;
}