Bug fixes

[libfirm] / ir / be / becopyilp.c

/**
 * Minimizing copies with an exact algorithm using mixed integer programming (MIP).
 * Problem statement as a 'quadratic 0-1 program with linear constraints' with
 * n binary variables. Constraints are knapsack (enforce color for each node) and
 * cliques of ifg (interference constraints).
 * Transformation into a 'mixed integer program' with n binary variables and
 * additional 2n real variables. Constraints are the above the transformed
 * objective function and 'complementary conditions' for two var classes.
 * @author Daniel Grund
 *
 * NOTE: Unfortunately no good solver is available locally (or even for linking)
 *       We use CPLEX 9.0 which runs on a machine residing at the Rechenzentrum.
 * @date 12.04.2005
 */

#include "becopyopt.h"

#define DUMP_MPS                        /**< dumps the problem in "CPLEX"-MPS format. NOT fixed-column-MPS. */
#undef USE_SOS                          /**< uses Special Ordered Sets when using MPS */
#define DO_SOLVE                        /**< solve the MPS output with CPLEX */
#undef DUMP_MATRICES            /**< dumps all matrices completely. only recommended for small problems */
#undef DUMP_LP                          /**< dumps the problem in LP format. 'human-readable' equations etc... */
#define DELETE_FILES            /**< deletes all dumped files after use */

/* CPLEX-account related stuff */
#define SSH_USER_HOST_PATH "kb61@sp-smp.rz.uni-karlsruhe.de"
#define SSH_PASSWD "!cplex90"
#define EXPECT_FILENAME "runme" /** name of the expect-script */

#define DEBUG_LVL 0 //SET_LEVEL_1
static firm_dbg_module_t *dbg = NULL;

#define SLOTS_NUM2POS 256
#define SLOTS_LIVING 32

/**
 * A type storing names of the x variables in the form x[NUMBER]_[COLOR]
 */
typedef struct _x_name_t {
        int n, c;
} x_name_t;

/**
 * For each node taking part in the opt-problem its position in the
 * x-variable-vector is stored in a set. This set maps the node-nr (given by
 * benumb) to the position in the vector.
 */
typedef struct _num2pos_t {
        int num, pos;
} num2pos_t;

/**
 * A type storing the unmodified '0-1 quadratic program' of the form
 * min f = xQx
 * udN:  Ax  = e
 *       Bx <= e
 *        x \in {0, 1}
 *
 * This problem is called the original problem
 */
typedef struct _problem_instance_t {
        ir_graph* irg;
        const char *name;
        int x_dim, A_dim, B_dim;        /**< number of: x variables, rows in A, rows in B */
        x_name_t *x;                            /**< stores the names of the x variables. all possible colors for a node are ordered and occupy consecutive entries. lives in obstack ob. */
        set *num2pos;                           /**< maps node numbers to positions in x. */
        sp_matrix_t *Q, *A, *B;         /**< the (sparse) matrices of this problem */

        /* needed only for linearizations */
        int bigM, maxQij, minQij;

        /* overhead needed to build this */
        struct obstack ob;
        int curr_color;
        int curr_row;
} problem_instance_t;

/* Nodes have consecutive numbers so this hash shoud be fine */
#define HASH_NUM(num) num

static int set_cmp_num2pos(const void *x, const void *y, size_t size) {
        return ((num2pos_t *)x)->num != ((num2pos_t *)y)->num;
}

/**
 * Sets the first position of node with number num to pos.
 * See x_name_t *x in _problem_instance_t.
 */
static INLINE void pi_set_first_pos(problem_instance_t *pi, int num, int pos) {
        num2pos_t find;
        find.num = num;
        find.pos = pos;
        set_insert(pi->num2pos, &find, sizeof(find), HASH_NUM(num));
}

/**
 * Get position by number. (First possible color)
 * returns -1 if not found.
 */
static INLINE int pi_get_first_pos(problem_instance_t *pi, int num) {
        num2pos_t find, *found;
        find.num = num;
        found = set_find(pi->num2pos, &find, sizeof(find), HASH_NUM(num));
        if (found) {
                assert(pi->x[found->pos].n == num && (found->pos == 0 || pi->x[found->pos-1].n != num) && "pi->num2pos is broken!");
                return found->pos;
        } else
                return -1;
}

/**
 * Get position by number and color.
 * returns -1 if not found.
 */
static INLINE int pi_get_pos(problem_instance_t *pi, int num, int col) {
        num2pos_t find, *found;
        find.num = num;
        int pos;
        found = set_find(pi->num2pos, &find, sizeof(find), HASH_NUM(num));
        if (!found)
                return -1;
        pos = found->pos;
        while (pos < pi->x_dim && pi->x[pos].n == num && pi->x[pos].c < col)
                pos++;

        if (pi->x[pos].n == num && pi->x[pos].c == col)
                return pos;
        else
                return -1;
}

#ifdef DUMP_MATRICES
/**
 * Dump the raw matrices of the problem to a file for debugging.
 */
static void pi_dump_matrices(problem_instance_t *pi) {
        int i;
        FILE *out = ffopen(pi->name, "matrix", "wt");

        DBG((dbg, LEVEL_1, "Dumping raw...\n"));
        fprintf(out, "\n\nx-names =\n");
        for (i=0; i<pi->x_dim; ++i)
                fprintf(out, "%5d %2d\n", pi->x[i].n, pi->x[i].c);

        fprintf(out, "\n\n-Q =\n");
        matrix_dump(pi->Q, out, -1);

        fprintf(out, "\n\nA =\n");
        matrix_dump(pi->A, out, 1);

        fprintf(out, "\n\nB =\n");
        matrix_dump(pi->B, out, 1);

        fclose(out);
}
#endif

#ifdef DUMP_LP
/**
 * Dumps the problem instance as a MILP. The original problem is transformed into:
 * min f = es - Mex
 * udN:  Qx -y -s +Me = 0
 *       Ax  = e
 *       Bx <= e
 *        y <= 2M(e-x)
 *        x \in N   y, s >= 0
 *
 * with M >= max sum Q'ij * x_j
 *            i   j
 */
static void pi_dump_lp(problem_instance_t *pi) {
        int i, max_abs_Qij;
        matrix_elem_t *e;
        FILE *out = ffopen(pi->name, "lpo", "wt");

        DBG((dbg, LEVEL_1, "Dumping lp...\n"));
        /* calc the big M for Q */
        max_abs_Qij = pi->maxQij;
        if (-pi->minQij > max_abs_Qij)
                max_abs_Qij = -pi->minQij;
        pi->bigM = pi->A_dim * max_abs_Qij;
        DBG((dbg, LEVEL_2, "BigM = %d\n", pi->bigM));

        /* generate objective function */
        fprintf(out, "min: ");
        for (i=0; i<pi->x_dim; ++i)
                fprintf(out, "+s%d_%d -%dx%d_%d ", pi->x[i].n, pi->x[i].c, pi->bigM, pi->x[i].n, pi->x[i].c);
        fprintf(out, ";\n\n");

        /* constraints for former objective function */
        for (i=0; i<pi->x_dim; ++i)     {
                matrix_foreach_in_row(pi->Q, i, e) {
                        int Qio = e->val;
                                if (Qio == 1)
                                        fprintf(out, "+x%d_%d ", pi->x[e->col].n, pi->x[e->col].c);
                                else if(Qio == -1)
                                        fprintf(out, "-x%d_%d ", pi->x[e->col].n, pi->x[e->col].c);
                                else
                                        fprintf(out, "%+dx%d_%d ", Qio, pi->x[e->col].n, pi->x[e->col].c);
                }
                fprintf(out, "-y%d_%d -s%d_%d +%d= 0;\n", pi->x[i].n, pi->x[i].c, pi->x[i].n, pi->x[i].c, pi->bigM);
        }
        fprintf(out, "\n\n");

        /* constraints for (special) complementary condition */
        for (i=0; i<pi->x_dim; ++i)
                fprintf(out, "y%d_%d <= %d - %dx%d_%d;\n", pi->x[i].n, pi->x[i].c, 2*pi->bigM, 2*pi->bigM, pi->x[i].n, pi->x[i].c);
        fprintf(out, "\n\n");

        /* knapsack constraints */
        for (i=0; i<pi->A_dim; ++i)     {
                matrix_foreach_in_row(pi->Q, i, e)
                        fprintf(out, "+x%d_%d ", pi->x[e->col].n, pi->x[e->col].c);
                fprintf(out, " = 1;\n");
        }
        fprintf(out, "\n\n");

        /* interference graph constraints */
        for (i=0; i<pi->B_dim; ++i)     {
                matrix_foreach_in_row(pi->Q, i, e)
                        fprintf(out, "+x%d_%d ", pi->x[e->col].n, pi->x[e->col].c);
                fprintf(out, " <= 1;\n");
        }
        fprintf(out, "\n\n");

        /* integer constraints */
        fprintf(out, "int x%d_%d", pi->x[0].n, pi->x[0].c);
        for (i=1; i<pi->x_dim; ++i)
                fprintf(out, ", x%d_%d", pi->x[i].n, pi->x[i].c);
        fprintf(out, ";\n");

        fclose(out);
}
#endif

#ifdef DUMP_MPS
/**
 * Dumps an mps file representing the problem. This is NOT the old-style,
 * fixed-column format. Some white spaces are important, in general spaces
 * are separators, MARKER-lines are used in COLUMN section to define binaries.
 */
//BETTER use last 2 fields in COLUMNS section
static void pi_dump_mps(problem_instance_t *pi) {
        int i, max_abs_Qij;
        matrix_elem_t *e;
        FILE *out = ffopen(pi->name, "mps", "wt");

        DBG((dbg, LEVEL_1, "Dumping mps...\n"));
        max_abs_Qij = pi->maxQij;
        if (-pi->minQij > max_abs_Qij)
                max_abs_Qij = -pi->minQij;
        pi->bigM = pi->A_dim * max_abs_Qij;
        DBG((dbg, LEVEL_2, "BigM = %d\n", pi->bigM));

        fprintf(out, "NAME %s\n", pi->name);

        fprintf(out, "ROWS\n");
        fprintf(out, " N obj\n");
        for (i=0; i<pi->x_dim; ++i)
                fprintf(out, " E cQ%d\n", i);
        for (i=0; i<pi->A_dim; ++i)
                fprintf(out, " E cA%d\n", i);
        for (i=0; i<pi->B_dim; ++i)
                fprintf(out, " L cB%d\n", i);
        for (i=0; i<pi->x_dim; ++i)
                fprintf(out, " L cy%d\n", i);

        fprintf(out, "COLUMNS\n");
        /* the x vars come first */
        /* mark them as binaries */
        fprintf(out, "    MARKI0\t'MARKER'\t'INTORG'\n");
#ifdef USE_SOS
        int sos_cnt = 0;
        fprintf(out, " S1 SOS_%d\t'MARKER'\t'SOSORG'\n", sos_cnt++);
#endif
        for (i=0; i<pi->x_dim; ++i) {
#ifdef USE_SOS
                if (i>0 && pi->x[i].n != pi->x[i-1].n) {
                        fprintf(out, "    SOS_%d\t'MARKER'\t'SOSEND'\n", sos_cnt++);
                        fprintf(out, " S1 SOS_%d\t'MARKER'\t'SOSORG'\n", sos_cnt++);
                }
#endif
                /* participation in objective */
                fprintf(out, "    x%d_%d\tobj\t%d\n", pi->x[i].n, pi->x[i].c, -pi->bigM);
                /* in Q */
                matrix_foreach_in_col(pi->Q, i, e)
                        fprintf(out, "    x%d_%d\tcQ%d\t%d\n", pi->x[i].n, pi->x[i].c, e->row, e->val);
                /* in A */
                matrix_foreach_in_col(pi->A, i, e)
                        fprintf(out, "    x%d_%d\tcA%d\t%d\n", pi->x[i].n, pi->x[i].c, e->row, e->val);
                /* in B */
                matrix_foreach_in_col(pi->B, i, e)
                        fprintf(out, "    x%d_%d\tcB%d\t%d\n", pi->x[i].n, pi->x[i].c, e->row, e->val);
                /* in y */
                fprintf(out, "    x%d_%d\tcy%d\t%d\n", pi->x[i].n, pi->x[i].c, i, 2*pi->bigM);
        }

#ifdef USE_SOS
        fprintf(out, "    SOS_%d\t'MARKER'\t'SOSEND'\n", sos_cnt++);
#endif
        fprintf(out, "    MARKI1\t'MARKER'\t'INTEND'\n"); /* end of marking */

        /* next the s vars */
        for (i=0; i<pi->x_dim; ++i) {
                /* participation in objective */
                fprintf(out, "    s%d_%d\tobj\t%d\n", pi->x[i].n, pi->x[i].c, 1);
                /* in Q */
                fprintf(out, "    s%d_%d\tcQ%d\t%d\n", pi->x[i].n, pi->x[i].c, i, -1);
        }

        /* next the y vars */
        for (i=0; i<pi->x_dim; ++i) {
                /* in Q */
                fprintf(out, "    y%d_%d\tcQ%d\t%d\n", pi->x[i].n, pi->x[i].c, i, -1);
                /* in y */
                fprintf(out, "    y%d_%d\tcy%d\t%d\n", pi->x[i].n, pi->x[i].c, i, 1);
        }

        fprintf(out, "RHS\n");
        for (i=0; i<pi->x_dim; ++i)
                fprintf(out, "    rhs\tcQ%d\t%d\n", i, -pi->bigM);
        for (i=0; i<pi->A_dim; ++i)
                fprintf(out, "    rhs\tcA%d\t%d\n", i, 1);
        for (i=0; i<pi->B_dim; ++i)
                fprintf(out, "    rhs\tcB%d\t%d\n", i, 1);
        for (i=0; i<pi->x_dim; ++i)
                fprintf(out, "    rhs\tcy%d\t%d\n", i, 2*pi->bigM);

        fprintf(out, "ENDATA\n");
        fclose(out);

        out = ffopen(pi->name, "mst", "wt");
        fprintf(out, "NAME\n");
        for (i=0; i<pi->x_dim; ++i) {
                int val, n, c;
                n = pi->x[i].n;
                c = pi->x[i].c;
                if (get_irn_color(get_irn_for_graph_nr(pi->irg, n)) == c)
                        val = 1;
                else
                        val = 0;
                fprintf(out, "    x%d_%d\t%d\n", n, c, val);
        }
        fprintf(out, "ENDATA\n");
        fclose(out);
}
#endif

#ifdef DO_SOLVE
/**
 * Invoke an external solver
 */
static void pi_solve_ilp(problem_instance_t *pi) {
        FILE *out;

        DBG((dbg, LEVEL_1, "Solving with CPLEX@RZ...\n"));
        /* write command file for CPLEX */
        out = ffopen(pi->name, "cmd", "wt");
        fprintf(out, "read %s.mps\n", pi->name);
        fprintf(out, "read %s.mst\n", pi->name);
        fprintf(out, "set mip strategy mipstart 1\n");
        fprintf(out, "set logfile %s.sol\n", pi->name);
        fprintf(out, "optimize\n");
        fprintf(out, "display solution variables 1-%d\n", pi->x_dim);
        fprintf(out, "set logfile cplex.log\n");
        fprintf(out, "quit\n");
        fclose(out);

        /* write expect-file for copying problem to RZ */
        out = ffopen(EXPECT_FILENAME, "exp", "wt");
        fprintf(out, "#! /usr/bin/expect\n");
        fprintf(out, "spawn scp %s.mps %s.mst %s.cmd %s:\n", pi->name, pi->name, pi->name, SSH_USER_HOST_PATH);
        fprintf(out, "expect \":\"\n");
        fprintf(out, "send \"%s\\n\"\n", SSH_PASSWD);
        fprintf(out, "interact\n");

        fprintf(out, "spawn ssh %s \"./cplex90 < %s.cmd\"\n", SSH_USER_HOST_PATH, pi->name);
        fprintf(out, "expect \":\"\n");
        fprintf(out, "send \"%s\\n\"\n", SSH_PASSWD);
        fprintf(out, "interact\n");

        fprintf(out, "spawn scp %s:%s.sol .\n", SSH_USER_HOST_PATH, pi->name);
        fprintf(out, "expect \":\"\n");
        fprintf(out, "send \"%s\\n\"\n", SSH_PASSWD);
        fprintf(out, "interact\n");
        fclose(out);

        /* call the expect script */
        chmod(EXPECT_FILENAME ".exp", 0700);
        system(EXPECT_FILENAME ".exp");
}

/**
 * Sets the colors of irns according to the values of variables found in the
 * output file of the solver.
 */
static void pi_apply_solution(problem_instance_t *pi) {
        FILE *in = ffopen(pi->name, "sol", "rt");

        if (!in)
                return;
        DBG((dbg, LEVEL_1, "Applying solution...\n"));
        while (!feof(in)) {
                char buf[1024];
                int num = -1, col = -1, val = -1;

                //TODO No integer feasible solution exists.

                if (fscanf(in, "x%d_%d %d.%s\n", &num, &col, &val, buf) != 3) {
                        while(fscanf(in, "%1020s\n", buf) != 1);
                        continue;
                }
                if (val == 1) {
                        DBG((dbg, LEVEL_1, "x%d_%d = %d\n", num, col, val));
                        set_irn_color(get_irn_for_graph_nr(pi->irg, num), col);
                }
        }
        fclose(in);
}
#endif /* DO_SOLVE */

#ifdef DELETE_FILES
static void pi_delete_files(problem_instance_t *pi) {
        char buf[1024];
        int end = snprintf(buf, sizeof(buf), "%s", pi->name);
        DBG((dbg, LEVEL_1, "Deleting files...\n"));
#ifdef DUMP_MATRICES
        snprintf(buf+end, sizeof(buf)-end, ".matrix");
        remove(buf);
#endif
#ifdef DUMP_MPS
        snprintf(buf+end, sizeof(buf)-end, ".mps");
        remove(buf);
        snprintf(buf+end, sizeof(buf)-end, ".mst");
        remove(buf);
        snprintf(buf+end, sizeof(buf)-end, ".cmd");
        remove(buf);
        remove(EXPECT_FILENAME ".exp");
#endif
#ifdef DUMP_LP
        snprintf(buf+end, sizeof(buf)-end, ".lp");
        remove(buf);
#endif
}
#endif

/**
 * Collects all irns in currently processed register class
 */
static void pi_collect_x_names(ir_node *block, void *env) {
        problem_instance_t *pi = env;
        struct list_head *head = &get_ra_block_info(block)->border_head;
        border_t *curr;

        list_for_each_entry_reverse(border_t, curr, head, list)
                if (curr->is_def && curr->is_real) {
                        x_name_t xx;
                        pi->A_dim++;                    /* one knapsack constraint for each node */

                        xx.n = get_irn_graph_nr(curr->irn);
                        pi_set_first_pos(pi, xx.n, pi->x_dim);
                        //TODO iterate over all possible colors !!MUST BE IN ORDER!!
                        for (xx.c=0; xx.c<MAX_COLORS; ++xx.c) {
                                if (!is_possible_color(irn, xx.c))
                                        continue;
                                DBG((dbg, LEVEL_2, "Adding %n %d\n", curr->irn, xx.c));
                                obstack_grow(&pi->ob, &xx, sizeof(xx));
                                pi->x_dim++;            /* one x variable for each node and color */
                        }
                }
}

/**
 * Checks if all nodes in living are live_out in block block.
 */
static INLINE int all_live_out(ir_node *block, pset *living) {
        ir_node *n;
        for (n = pset_first(living); n; n = pset_next(living))
                if (!is_live_out(block, n)) {
                        pset_break(living);
                        return 0;
                }
        return 1;
}

/**
 * Finds cliques in the interference graph, considering only nodes
 * for which the color pi->curr_color is possible. Finds only 'maximal-cliques',
 * viz cliques which are not conatained in another one.
 * This is used for the matrix B.
 */
static void pi_clique_finder(ir_node *block, void *env) {
        problem_instance_t *pi = env;
        enum phase_t {growing, shrinking} phase = growing;
        struct list_head *head = &get_ra_block_info(block)->border_head;
        border_t *b;
        pset *living = pset_new_ptr(SLOTS_LIVING);

        list_for_each_entry_reverse(border_t, b, head, list) {
                const ir_node *irn = b->irn;
                if (!is_possible_color(n, pi->curr_col))
                        continue;

                if (b->is_def) {
                        DBG((dbg, LEVEL_2, "Def %n\n", irn));
                        pset_insert_ptr(living, irn);
                        phase = growing;
                } else { /* is_use */
                        DBG((dbg, LEVEL_2, "Use %n\n", irn));

                        /* before shrinking the set, store the current 'maximum' clique;
                         * do NOT if clique is a single node
                         * do NOT if all values are live_out */
                        if (phase == growing && pset_count(living) >= 2 && !all_live_out(block, living)) {
                                ir_node *n;
                                for (n = pset_first(living); n; n = pset_next(living)) {
                                        int pos = pi_get_pos(pi, get_irn_graph_nr(n), pi->curr_color);
                                        matrix_set(pi->B, pi->curr_row, pos, 1);
                                        DBG((dbg, LEVEL_2, "B[%d, %d] := %d\n", pi->curr_row, pos, 1));
                                }
                                pi->curr_row++;
                        }
                        pset_remove_ptr(living, irn);
                        phase = shrinking;
                }
        }

        del_pset(living);
}

/**
 * Generate the initial problem matrices and vectors.
 */
static problem_instance_t *new_pi(const copy_opt_t *co) {
        DBG((dbg, LEVEL_1, "Generating new instance...\n"));
        problem_instance_t *pi = calloc(1, sizeof(*pi));
        pi->irg = co->irg;
        pi->name =      get_entity_name(get_irg_entity(co->irg));
        pi->num2pos = new_set(set_cmp_num2pos, SLOTS_NUM2POS);
        pi->bigM = 1;

        /* Vector x
         * one entry per node and possible color */
        obstack_init(&pi->ob);
        dom_tree_walk_irg(co->irg, pi_collect_x_names, NULL, pi);
        pi->x = obstack_finish(&pi->ob);

        /* Matrix Q
         * weights for the 'same-color-optimization' target */
        {
                unit_t *curr;
                pi->Q = new_matrix(pi->x_dim, pi->x_dim);

                list_for_each_entry(unit_t, curr, &co->units, units) {
                        const ir_node *root, *arg;
                        int rootnr, argnr;
                        unsigned rootpos, argpos;
                        int i;

                        root = curr->nodes[0];
                        rootnr = get_irn_graph_nr(root);
                        rootpos = pi_get_first_pos(pi, rootnr);
                        for (i = 1; i < curr->node_count; ++i) {
                                int weight = -get_weight(root, arg);
                                arg = curr->nodes[i];
                                argnr = get_irn_graph_nr(arg);
                                argpos = pi_get_first_pos(pi, argnr);

                                DBG((dbg, LEVEL_2, "Q[%n, %n] := %d\n", root, arg, weight));
                                /* for all colors root and arg have in common, set the weight for
                                 * this pair in the objective function matrix Q */
                                while (rootpos < pi->x_dim && argpos < pi->x_dim &&
                                                pi->x[rootpos].n == rootnr && pi->x[argpos].n == argnr) {
                                        if (pi->x[rootpos].c < pi->x[argpos].c)
                                                ++rootpos;
                                        else if (pi->x[rootpos].c > pi->x[argpos].c)
                                                ++argpos;
                                        else {
                                                matrix_set(pi->Q, rootpos++, argpos++, weight);

                                                if (weight < pi->minQij) {
                                                        DBG((dbg, LEVEL_2, "minQij = %d\n", weight));
                                                        pi->minQij = weight;
                                                }
                                                if (weight > pi->maxQij) {
                                                        DBG((dbg, LEVEL_2, "maxQij = %d\n", weight));
                                                        pi->maxQij = weight;
                                                }
                                        }
                                }
                        }
                }
        }

        /* Matrix A
         * knapsack constraint for each node */
        {
                int row = 0, col = 0;
                pi->A = new_matrix(pi->A_dim, pi->x_dim);
                while (col < pi->x_dim) {
                        int curr_n = pi->x[col].n;
                        while (col < pi->x_dim && pi->x[col].n == curr_n) {
                                DBG((dbg, LEVEL_2, "A[%d, %d] := %d\n", row, col, 1));
                                matrix_set(pi->A, row, col++, 1);
                        }
                        ++row;
                }
                assert(row == pi->A_dim);
        }

        /* Matrix B
         * interference constraints using exactly those cliques not contained in others. */
        {
                int color, expected_clipques = pi->A_dim/3 * MAX_COLORS;
                pi->B = new_matrix(expected_clipques, pi->x_dim);
                for (color = 0; color < MAX_COLORS; ++color) {
                        pi->curr_color = color;
                        dom_tree_walk_irg(pi->irg, pi_clique_finder, NULL, pi);
                }
                pi->B_dim = matrix_get_rowcount(pi->B);
        }

        return pi;
}

/**
 * clean the problem instance
 */
static void free_pi(problem_instance_t *pi) {
        del_matrix(pi->Q);
        del_matrix(pi->A);
        del_matrix(pi->B);
        del_set(pi->num2pos);
        obstack_free(&pi->ob, NULL);
        free(pi);
}

void co_ilp_opt(copy_opt_t *co) {
        dbg = firm_dbg_register("ir.be.copyoptilp");
        firm_dbg_set_mask(dbg, DEBUG_LVL);

        problem_instance_t *pi = new_pi(co);

#ifdef DUMP_MATRICES
        pi_dump_matrices(pi);
#endif

#ifdef DUMP_LP
        pi_dump_lp(pi);
#endif

#ifdef DUMP_MPS
        pi_dump_mps(pi);
#endif

#ifdef DO_SOLVE
        pi_solve_ilp(pi);
        pi_apply_solution(pi);
#endif

#ifdef DELETE_FILES
        pi_delete_files(pi);
#endif

        free_pi(pi);
}