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////////////////////////////////////////////////////////////////////////////////
//
// QSOinterface.cc
//
// produced: 2022/01/15 jr
// last change: 2022/09/13 jr
//
////////////////////////////////////////////////////////////////////////////////
#ifdef HAVE_LIBQSOPTEX
#include <string>
#include <iostream>
#include <sstream>
#include "QSOinterface.hh"
namespace topcom {
bool QSOinterface::_is_initialized = false;
std::mutex QSOinterface::_init_mutex;
// constructors:
QSOinterface::QSOinterface(const Matrix& m, const LabelSet& support) :
_lp(0),
_support(support) {
if (!_is_initialized) {
std::lock_guard<std::mutex> lock(IO_sync::mutex);
std::cerr << "QSOinterface::QSOinterface(const Matrix& m, const LabelSet& support):"
<< " QSopt_ex was called but not initialized - exiting" << std::endl;
exit(1);
}
if (CommandlineOptions::debug()) {
std::lock_guard<std::mutex> lock(IO_sync::mutex);
std::cerr << "building QSopt_ex LP for matrix" << std::endl;
m.pretty_print(std::cerr);
std::cerr << " ..." << std::endl;
}
// the coefficient matrix m is transposed for efficiency reasons:
_cmatrowdim = m.coldim();
_cmatcoldim = m.rowdim();
// store for each non-zero column the index of the original column:
_nzc_of_col = (int*)malloc(_cmatcoldim * sizeof(int));
_col_of_nzc = (int*)malloc(_cmatcoldim * sizeof(int));
_cntnze = 0;
_cntnzc = 0;
for (int j = 0; j < _cmatcoldim; ++j) {
bool is_nzc(false);
for (int i = 0; i < _cmatrowdim; ++i) {
if (m[i][j] != FieldConstants::ZERO) {
// entry in column i and row j of m become row i and column j in LP:
++_cntnze;
is_nzc = true;
}
}
if (is_nzc) {
// save the column index bijection and inverse original column index <-> non-zero column index:
_col_of_nzc[_cntnzc] = j;
_nzc_of_col[j] = _cntnzc;
++_cntnzc;
}
}
// allocate memory for the sparse matrix type used by QSopt_ex:
_cmatcnt = (int*) malloc(_cntnzc * sizeof(int)); // no of nze in each column
_cmatbeg = (int*) malloc(_cntnzc * sizeof(int)); // start idx of each column
_cmatind = (int*) malloc(_cntnze * sizeof(int)); // indices of nze in each column
_sense = (char*) malloc(_cmatrowdim * sizeof(char)); // binary operator of constraints in each row
_colnames = (char**)malloc(_cntnzc * sizeof(char*)); // name for each column
_rownames = (char**)malloc(_cmatrowdim * sizeof(char*)); // name for each row
_cmatval = (mpq_t*)malloc(_cntnze * sizeof(mpq_t)); // value of each nze
_obj = (mpq_t*)malloc(_cntnzc * sizeof(mpq_t)); // obj of each columns
_rhs = (mpq_t*)malloc(_cmatrowdim * sizeof(mpq_t)); // rhs of each row
_lower = (mpq_t*)malloc(_cntnzc * sizeof(mpq_t)); // lb for each column
_upper = (mpq_t*)malloc(_cntnzc * sizeof(mpq_t)); // ub for each column
// allocate memory for the solution data:
if ((_cmatcnt == 0)
|| (_cmatbeg == 0)
|| (_cmatind == 0)
|| (_sense == 0)
|| (_colnames == 0)
|| (_rownames == 0)
|| (_cmatval == 0)
|| (_obj == 0)
|| (_rhs == 0)
|| (_lower == 0)
|| (_upper == 0)) {
std::cerr << "QSOinterface::QSOinterface(const Matrix& m, const LabelSet& support):"
<< " memory allocation failed - exiting" << std::endl;
exit(1);
}
// populate the sparse matrix -
// note that the coefficient matrix m is transposed for efficiency reasons:
int nextnze(0);
int nextcol(0);
for (size_type k = 0; k < _cntnzc; ++k) {
int mcolnzecnt(0);
_cmatbeg[k] = nextnze;
for (size_type i = 0; i < _cmatrowdim; ++i) {
// first, the entries of the coefficient matrix of the LP have to be added;
// again, we have to use the coefficient matrix m in a transposed way
// and shift the column index because m may contain zero rows;
// since qsopt-ex uses sparse structures, we just enter non zeroes:
if (m[i][_col_of_nzc[k]] != FieldConstants::ZERO) {
if (nextnze >= _cntnze) {
std::cerr << "index nextnze = " << nextnze
<< " out of range " << _cntnze << " - exiting" << std::endl;
exit(1);
}
_cmatind[nextnze] = i;
mpq_init(_cmatval[nextnze]);
mpq_set(_cmatval[nextnze], m[i][_col_of_nzc[k]].get_mpq_t());
++nextnze;
++mcolnzecnt;
}
}
_cmatcnt[k] = mcolnzecnt;
mpq_init(_obj[k]);
mpq_set(_obj[k], FieldConstants::ZERO.get_mpq_t());
mpq_init(_lower[k]);
mpq_set(_lower[k], mpq_ILL_MINDOUBLE);
mpq_init(_upper[k]);
mpq_set(_upper[k], mpq_ILL_MAXDOUBLE);
std::stringstream ss;
ss << "x" << _col_of_nzc[k];
_colnames[k] = (char*)malloc((ss.str().length() + 1) * sizeof(char));
strcpy(_colnames[k], ss.str().c_str());
}
for (size_type i = 0; i < _cmatrowdim; ++i) {
_sense[i] = 'G';
mpq_init(_rhs[i]);
mpq_set(_rhs[i], FieldConstants::ONE.get_mpq_t());
std::stringstream ss;
ss << "c" << i;
_rownames[i] = (char*)malloc((ss.str().length() + 1) * sizeof(char));
strcpy(_rownames[i], ss.str().c_str());
}
if (CommandlineOptions::debug()) {
// write down the C-arrays in a readable from to
// check the input:
std::lock_guard<std::mutex> lock(IO_sync::mutex);
std::cerr << "raw LP data:" << std::endl;
for (int k = 0; k < _cntnzc; ++k) {
std::cerr << "col " << _colnames[k] << ": ";
for (int e = 0; e < _cmatcnt[k]; ++e) {
int nzeidx = e + _cmatbeg[k];
std::cerr << _rownames[_cmatind[nzeidx]] << "->" << Rational(_cmatval[e + _cmatbeg[k]]) << " | ";
}
std::cerr << "(obj: " << _obj[k] << ", "
<< _lower[k] << " <= " << _colnames[k] << " <= " << _upper[k]
<< ")" << '\n';
}
std::cerr << "end LP data." << std::endl;
}
// next, we must construct a complete LP from
// the coefficient matrix, the right hand side, and the sense;
// the right hand side is zero but we need strict feasibility,
// i.e., we seek an interior point of a homogeneous cone Ax > 0;
// because of homogenity, we can safely set the right hand side to one,
// since every solution x with Ax > 0 can be scaled to a solution y with Ay >= 1;
// moreover, the changing directions Ax <= -1 to Ax >= 1 in all inequalities at the same time
// leads to an equivalent problem because if y is feasible to Ax <= -1 then
// -y is feasible to Ax >= 1:
_lp = mpq_QSload_prob("RegularityCheck",
_cntnzc,
_cmatrowdim,
_cmatcnt,
_cmatbeg,
_cmatind,
_cmatval,
QS_MAX,
_obj,
_rhs,
_sense,
_lower,
_upper,
(const char**)_colnames,
(const char**)_rownames);
if (_lp == NULL) {
std::lock_guard<std::mutex> lock(IO_sync::mutex);
std::cerr << "QSOinterface::QSOinterface(const Matrix& m):"
<< " error in loading problem - exiting" << std::endl;
exit(1);
}
int ncols = mpq_QSget_colcount(_lp);
if (ncols != _cntnzc) {
std::cerr << "wrong coldim in problem - exiting" << std::endl;
exit(1);
}
int nrows = mpq_QSget_rowcount(_lp);
if (nrows != _cmatrowdim) {
std::cerr << "wrong rowdim in problem - exiting" << std::endl;
exit(1);
}
_xsol = (mpq_t*)malloc(_cntnzc * sizeof(mpq_t));
for (size_type j = 0; j < _cntnzc; ++j) {
mpq_init(_xsol[j]);
}
_ysol = (mpq_t*)malloc(_cmatrowdim * sizeof(mpq_t));
for (size_type i = 0; i < _cmatrowdim; ++i) {
mpq_init(_ysol[i]);
}
_basis = (QSbasis*)malloc(sizeof(QSbasis));
memset (_basis, 0, sizeof (QSbasis));
if (CommandlineOptions::verbose()) {
// print LP to file:
std::lock_guard<std::mutex> lock(IO_sync::mutex);
mpq_QSwrite_prob(_lp, "RegularityCheck.lp", "LP");
}
}
// destructor:
QSOinterface::~QSOinterface() {
if (_nzc_of_col) {
free(_nzc_of_col);
}
if (_col_of_nzc) {
free(_col_of_nzc);
}
if (_lp) {
mpq_QSfree_prob(_lp);
}
// free temporary data:
for (size_type k = 0; k < _cntnzc; ++k) {
mpq_clear(_xsol[k]);
}
free(_xsol);
for (size_type i = 0; i < _cmatrowdim; ++i) {
mpq_clear(_ysol[i]);
}
free(_ysol);
free(_basis);
for (int e = 0; e < _cntnze; ++e) {
mpq_clear(_cmatval[e]);
}
free(_cmatval);
for (int k = 0; k < _cntnzc; ++k) {
mpq_clear(_obj[k]);
mpq_clear(_lower[k]);
mpq_clear(_upper[k]);
}
free(_obj);
free(_upper);
free(_lower);
for (int i = 0; i < _cmatrowdim; ++i) {
mpq_clear(_rhs[i]);
}
free(_rhs);
for (size_type k = 0; k < _cntnzc; ++k) {
free(_colnames[k]);
}
free(_colnames);
for (size_type i = 0; i < _cmatrowdim; ++i) {
free(_rownames[i]);
}
free(_rownames);
free(_sense);
free(_cmatind);
free(_cmatbeg);
free(_cmatcnt);
if (CommandlineOptions::debug()) {
std::lock_guard<std::mutex> lock(IO_sync::mutex);
std::cerr << "... destroying QSopt_ex LP done." << std::endl;
}
}
// functions:
bool QSOinterface::has_interior_point(Vector* heightsptr) {
if (!_is_initialized) {
std::lock_guard<std::mutex> lock(IO_sync::mutex);
std::cerr << "QSOinterface::has_interior_point():"
<< " QSopt_ex was called but not initialized - exiting" << std::endl;
exit(1);
}
if (CommandlineOptions::debug()) {
std::lock_guard<std::mutex> lock(IO_sync::mutex);
std::cerr << "solving QSopt_ex LP for strict feasibility ..." << std::endl;
}
bool result(false);
int status(0);
int rval(0);
if (!CommandlineOptions::debug()) {
FILE* resultptr = freopen("/dev/null", "w", stderr);
}
rval = QSexact_solver(_lp, nullptr, nullptr, nullptr, DUAL_SIMPLEX, &status);
if (!CommandlineOptions::debug()) {
FILE* resultptr = freopen("/dev/tty", "w", stderr);
}
if (rval != 0) {
std::lock_guard<std::mutex> lock(IO_sync::mutex);
mpq_QSwrite_prob(_lp, "RegularityCheck_with_QSopt_ex_error.lp", "LP");
std::cerr << "QSOinterface::has_interior_point():"
<< " QSopt_ex could not solve the LP - exiting" << std::endl;
exit(1);
}
if (status == QS_LP_OPTIMAL) {
if (CommandlineOptions::output_heights()) {
rval = mpq_QSget_x_array(_lp, _xsol);
if (rval != 0) {
std::lock_guard<std::mutex> lock(IO_sync::mutex);
mpq_QSwrite_prob(_lp, "RegularityCheck_with_QSopt_ex_error.lp", "LP");
std::cerr << "QSOinterface::has_interior_point():"
<< " QSopt_ex could not get the solution vector - exiting" << std::endl;
exit(1);
}
// compute a sufficiently large height for unused points:
Field maxheight(FieldConstants::ONE);
for (int k = 0; k < _cntnzc; ++k) {
if (maxheight - FieldConstants::ONE < Field(_xsol[k])) {
maxheight = Field(_xsol[k]) + FieldConstants::ONE;
}
}
for (int j = 0; j < _cmatcoldim; ++j) {
if (_support.contains(j)) {
heightsptr->at(j) = Field(_xsol[_nzc_of_col[j]]);
}
else {
heightsptr->at(j) = maxheight;
}
}
}
result = true;
}
else {
result = false;
}
if (CommandlineOptions::debug()) {
std::lock_guard<std::mutex> lock(IO_sync::mutex);
std::cerr << "... solving QSopt_ex LP done." << std::endl;
}
return result;
}
}; // namespace topcom
#endif // HAVE_QSOPTEX
// eof QSOinterface.cc
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