/*++ Copyright (c) 2017 Microsoft Corporation Module Name: Abstract: Author: Lev Nachmanson (levnach) Revision History: --*/ #include "util/vector.h" #include #include #include "math/lp/static_matrix.h" namespace lp { // each assignment for this matrix should be issued only once!!! inline void addmul(double& r, double a, double b) { r += a*b; } inline void addmul(mpq& r, mpq const& a, mpq const& b) { r.addmul(a, b); } template void static_matrix::init_row_columns(unsigned m, unsigned n) { lp_assert(m_rows.size() == 0 && m_columns.size() == 0); for (unsigned i = 0; i < m; i++) { m_rows.push_back(row_strip()); } for (unsigned j = 0; j < n; j++) { m_columns.push_back(column_strip()); } } template void static_matrix::scan_row_ii_to_offset_vector(const row_strip & rvals) { for (unsigned j = 0; j < rvals.size(); j++) m_vector_of_row_offsets[rvals[j].var()] = j; } template bool static_matrix::pivot_row_to_row_given_cell(unsigned i, column_cell & c, unsigned pivot_col) { unsigned ii = c.var(); lp_assert(i < row_count() && ii < column_count() && i != ii); T alpha = -get_val(c); lp_assert(!is_zero(alpha)); auto & rowii = m_rows[ii]; remove_element(rowii, rowii[c.offset()]); scan_row_ii_to_offset_vector(rowii); unsigned prev_size_ii = rowii.size(); // run over the pivot row and update row ii for (const auto & iv : m_rows[i]) { unsigned j = iv.var(); if (j == pivot_col) continue; lp_assert(!is_zero(iv.coeff())); int j_offs = m_vector_of_row_offsets[j]; if (j_offs == -1) { // it is a new element T alv = alpha * iv.coeff(); add_new_element(ii, j, alv); } else { addmul(rowii[j_offs].coeff(), iv.coeff(), alpha); } } // clean the work vector for (unsigned k = 0; k < prev_size_ii; k++) { m_vector_of_row_offsets[rowii[k].var()] = -1; } // remove zeroes for (unsigned k = rowii.size(); k-- > 0; ) { if (is_zero(rowii[k].coeff())) remove_element(rowii, rowii[k]); } return !rowii.empty(); } // constructor that copies columns of the basis from A template static_matrix::static_matrix(static_matrix const &A, unsigned * /* basis */) : m_vector_of_row_offsets(A.column_count(), numeric_traits::zero()) { unsigned m = A.row_count(); init_row_columns(m, m); for (; m-- > 0; ) for (auto & col : A.m_columns[m]) set(col.var(), m, A.get_value_of_column_cell(col)); } template void static_matrix::clear() { m_vector_of_row_offsets.clear(); m_rows.clear(); m_columns.clear(); } template void static_matrix::init_vector_of_row_offsets() { m_vector_of_row_offsets.clear(); m_vector_of_row_offsets.resize(column_count(), -1); } template void static_matrix::init_empty_matrix(unsigned m, unsigned n) { init_vector_of_row_offsets(); init_row_columns(m, n); } template unsigned static_matrix::lowest_row_in_column(unsigned col) { lp_assert(col < column_count()); column_strip & colstrip = m_columns[col]; lp_assert(colstrip.size() > 0); unsigned ret = 0; for (auto & t : colstrip) { if (t.var() > ret) { ret = t.var(); } } return ret; } template void static_matrix::add_columns_at_the_end(unsigned delta) { for (unsigned i = 0; i < delta; i++) add_column(); } template void static_matrix::forget_last_columns(unsigned how_many_to_forget) { lp_assert(m_columns.size() >= how_many_to_forget); unsigned j = column_count() - 1; for (; how_many_to_forget-- > 0; ) { remove_last_column(j --); } } template void static_matrix::remove_last_column(unsigned j) { column_strip & col = m_columns.back(); for (auto & it : col) { auto & row = m_rows[it.var()]; unsigned offset = row.size() - 1; for (auto row_it = row.rbegin(); row_it != row.rend(); row_it ++) { if (row_it.var() == j) { row.erase(row.begin() + offset); break; } offset--; } } m_columns.pop_back(); m_vector_of_row_offsets.pop_back(); } template void static_matrix::set(unsigned row, unsigned col, T const & val) { if (numeric_traits::is_zero(val)) return; lp_assert(row < row_count() && col < column_count()); auto & r = m_rows[row]; unsigned offs_in_cols = m_columns[col].size(); m_columns[col].push_back(make_column_cell(row, r.size())); r.push_back(make_row_cell(col, offs_in_cols, val)); } template std::set> static_matrix::get_domain() { std::set> ret; for (unsigned i = 0; i < m_rows.size(); i++) { for (auto &cell : m_rows[i]) { ret.insert(std::make_pair(i, cell.var())); } } return ret; } template void static_matrix::copy_column_to_indexed_vector (unsigned j, indexed_vector & v) const { lp_assert(j < m_columns.size()); for (auto & it : m_columns[j]) { const T& val = get_val(it); if (!is_zero(val)) v.set_value(val, it.var()); } } template T static_matrix::get_max_abs_in_row(unsigned row) const { T ret = numeric_traits::zero(); for (auto & t : m_rows[row]) { T a = abs(t.coeff()); if (a > ret) { ret = a; } } return ret; } template T static_matrix::get_min_abs_in_row(unsigned row) const { bool first_time = true; T ret = numeric_traits::zero(); for (auto & t : m_rows[row]) { T a = abs(t.coeff()); if (first_time) { ret = a; first_time = false; } else if (a < ret) { ret = a; } } return ret; } template T static_matrix::get_max_abs_in_column(unsigned column) const { T ret = numeric_traits::zero(); for (const auto & t : m_columns[column]) { T a = abs(get_val(t)); if (a > ret) { ret = a; } } return ret; } template T static_matrix::get_min_abs_in_column(unsigned column) const { bool first_time = true; T ret = numeric_traits::zero(); for (auto & t : m_columns[column]) { T a = abs(get_val(t)); if (first_time) { first_time = false; ret = a; } else if (a < ret) { ret = a; } } return ret; } #ifdef Z3DEBUG template void static_matrix::check_consistency() { std::unordered_map, T> by_rows; for (unsigned i = 0; i < m_rows.size(); i++) { for (auto & t : m_rows[i]) { std::pair p(i, t.var()); lp_assert(by_rows.find(p) == by_rows.end()); by_rows[p] = t.coeff(); } } std::unordered_map, T> by_cols; for (unsigned i = 0; i < m_columns.size(); i++) { for (auto & t : m_columns[i]) { std::pair p(t.var(), i); lp_assert(by_cols.find(p) == by_cols.end()); by_cols[p] = get_val(t); } } lp_assert(by_rows.size() == by_cols.size()); for (auto & t : by_rows) { auto ic = by_cols.find(t.first); lp_assert(ic != by_cols.end()); lp_assert(t.second == ic->second); } } #endif template void static_matrix::cross_out_row(unsigned k) { #ifdef Z3DEBUG check_consistency(); #endif cross_out_row_from_columns(k, m_rows[k]); fix_row_indices_in_each_column_for_crossed_row(k); m_rows.erase(m_rows.begin() + k); #ifdef Z3DEBUG regen_domain(); check_consistency(); #endif } template void static_matrix::fix_row_indices_in_each_column_for_crossed_row(unsigned k) { for (auto & column : m_columns) for (auto& cell : column) if (cell.var() > k) cell.var()--; } template void static_matrix::cross_out_row_from_columns(unsigned k, row_strip & row) { for (auto & t : row) { cross_out_row_from_column(t.var(), k); } } template void static_matrix::cross_out_row_from_column(unsigned col, unsigned k) { auto & s = m_columns[col]; for (unsigned i = 0; i < s.size(); i++) { if (s[i].var() == k) { s.erase(s.begin() + i); break; } } } template T static_matrix::get_elem(unsigned i, unsigned j) const { // should not be used in efficient code !!!! for (auto & t : m_rows[i]) { if (t.var() == j) { return t.coeff(); } } return numeric_traits::zero(); } template T static_matrix::get_balance() const { T ret = zero_of_type(); for (unsigned i = 0; i < row_count(); i++) { ret += get_row_balance(i); } return ret; } template T static_matrix::get_row_balance(unsigned row) const { T ret = zero_of_type(); for (auto & t : m_rows[row]) { if (numeric_traits::is_zero(t.coeff())) continue; T a = abs(t.coeff()); numeric_traits::log(a); ret += a * a; } return ret; } template bool static_matrix::is_correct() const { for (auto & row : m_rows) { std::unordered_set s; for (auto & rc : row) { if (s.find(rc.var()) != s.end()) return false; s.insert(rc.var()); if (rc.var() >= m_columns.size()) return false; if (rc.offset() >= m_columns[rc.var()].size()) return false; if (rc.coeff() != get_val(m_columns[rc.var()][rc.offset()])) return false; if (is_zero(rc.coeff())) return false; } } for (auto & column : m_columns) { std::unordered_set s; for (auto & cc : column) { if (s.find(cc.var()) != s.end()) return false; s.insert(cc.var()); if (cc.var() >= m_rows.size()) return false; if (cc.offset() >= m_rows[cc.var()].size()) return false; if (get_val(cc) != m_rows[cc.var()][cc.offset()].coeff()) return false; } } return true; } template void static_matrix::remove_element(vector> & row_vals, row_cell & row_el_iv) { unsigned column_offset = row_el_iv.offset(); auto & column_vals = m_columns[row_el_iv.var()]; column_cell& cs = m_columns[row_el_iv.var()][column_offset]; unsigned row_offset = cs.offset(); if (column_offset != column_vals.size() - 1) { auto & cc = column_vals[column_offset] = column_vals.back(); // copy from the tail m_rows[cc.var()][cc.offset()].offset() = column_offset; } if (row_offset != row_vals.size() - 1) { auto & rc = row_vals[row_offset] = row_vals.back(); // copy from the tail m_columns[rc.var()][rc.offset()].offset() = row_offset; } column_vals.pop_back(); row_vals.pop_back(); } template void static_matrix::add_new_element(unsigned row, unsigned col, const T& val) { auto & row_vals = m_rows[row]; auto & col_vals = m_columns[col]; unsigned row_el_offs = row_vals.size(); unsigned col_el_offs = col_vals.size(); row_vals.push_back(row_cell(col, col_el_offs, val)); col_vals.push_back(column_cell(row, row_el_offs)); } }