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[GNUnet-SVN] r16073 - gnunet/src/transport


From: gnunet
Subject: [GNUnet-SVN] r16073 - gnunet/src/transport
Date: Mon, 18 Jul 2011 10:14:29 +0200

Author: wachs
Date: 2011-07-18 10:14:29 +0200 (Mon, 18 Jul 2011)
New Revision: 16073

Added:
   gnunet/src/transport/gnunet_transport_ats.c
Log:


Copied: gnunet/src/transport/gnunet_transport_ats.c (from rev 16015, 
gnunet/src/transport/transport_ats.c)
===================================================================
--- gnunet/src/transport/gnunet_transport_ats.c                         (rev 0)
+++ gnunet/src/transport/gnunet_transport_ats.c 2011-07-18 08:14:29 UTC (rev 
16073)
@@ -0,0 +1,1789 @@
+/*
+     This file is part of GNUnet.
+     (C) 2009, 2010 Christian Grothoff (and other contributing authors)
+
+     GNUnet is free software; you can redistribute it and/or modify
+     it under the terms of the GNU General Public License as published
+     by the Free Software Foundation; either version 3, or (at your
+     option) any later version.
+
+     GNUnet is distributed in the hope that it will be useful, but
+     WITHOUT ANY WARRANTY; without even the implied warranty of
+     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+     General Public License for more details.
+
+     You should have received a copy of the GNU General Public License
+     along with GNUnet; see the file COPYING.  If not, write to the
+     Free Software Foundation, Inc., 59 Temple Place - Suite 330,
+     Boston, MA 02111-1307, USA.
+*/
+
+/**
+ * @file transport/transport_ats.c
+ * @brief automatic transport selection
+ * @author Matthias Wachs
+ *
+ */
+
+#include "gnunet_transport_ats.h"
+#include "gnunet_transport_service.h"
+#include "gnunet_statistics_service.h"
+#include "gnunet_container_lib.h"
+
+
+/* LP/MIP problem object */
+
+#if !HAVE_LIBGLPK
+
+#ifndef GLP_PROB_DEFINED
+#define GLP_PROB_DEFINED
+  typedef struct { double _opaque_prob[100]; } glp_prob;
+#endif
+
+typedef struct
+{     /* integer optimizer control parameters */
+    int msg_lev;            /* message level (see glp_smcp) */
+    int br_tech;            /* branching technique: */
+#define GLP_BR_FFV         1  /* first fractional variable */
+#define GLP_BR_LFV         2  /* last fractional variable */
+#define GLP_BR_MFV         3  /* most fractional variable */
+#define GLP_BR_DTH         4  /* heuristic by Driebeck and Tomlin */
+#define GLP_BR_PCH         5  /* hybrid pseudocost heuristic */
+    int bt_tech;            /* backtracking technique: */
+#define GLP_BT_DFS         1  /* depth first search */
+#define GLP_BT_BFS         2  /* breadth first search */
+#define GLP_BT_BLB         3  /* best local bound */
+#define GLP_BT_BPH         4  /* best projection heuristic */
+    double tol_int;         /* mip.tol_int */
+    double tol_obj;         /* mip.tol_obj */
+    int tm_lim;             /* mip.tm_lim (milliseconds) */
+    int out_frq;            /* mip.out_frq (milliseconds) */
+    int out_dly;            /* mip.out_dly (milliseconds) */
+                            /* mip.cb_func */
+    void *cb_info;          /* mip.cb_info */
+    int cb_size;            /* mip.cb_size */
+    int pp_tech;            /* preprocessing technique: */
+#define GLP_PP_NONE        0  /* disable preprocessing */
+#define GLP_PP_ROOT        1  /* preprocessing only on root level */
+#define GLP_PP_ALL         2  /* preprocessing on all levels */
+    double mip_gap;         /* relative MIP gap tolerance */
+    int mir_cuts;           /* MIR cuts       (GLP_ON/GLP_OFF) */
+    int gmi_cuts;           /* Gomory's cuts  (GLP_ON/GLP_OFF) */
+    int cov_cuts;           /* cover cuts     (GLP_ON/GLP_OFF) */
+    int clq_cuts;           /* clique cuts    (GLP_ON/GLP_OFF) */
+    int presolve;           /* enable/disable using MIP presolver */
+    int binarize;           /* try to binarize integer variables */
+    int fp_heur;            /* feasibility pump heuristic */
+#if 1 /* 28/V-2010 */
+    int alien;              /* use alien solver */
+#endif
+    double foo_bar[29];     /* (reserved) */
+} glp_iocp;
+
+typedef struct
+{     /* simplex method control parameters */
+      int msg_lev;            /* message level: */
+#define GLP_MSG_OFF        0  /* no output */
+#define GLP_MSG_ERR        1  /* warning and error messages only */
+#define GLP_MSG_ON         2  /* normal output */
+#define GLP_MSG_ALL        3  /* full output */
+#define GLP_MSG_DBG        4  /* debug output */
+      int meth;               /* simplex method option: */
+#define GLP_PRIMAL         1  /* use primal simplex */
+#define GLP_DUALP          2  /* use dual; if it fails, use primal */
+#define GLP_DUAL           3  /* use dual simplex */
+      int pricing;            /* pricing technique: */
+#define GLP_PT_STD      0x11  /* standard (Dantzig rule) */
+#define GLP_PT_PSE      0x22  /* projected steepest edge */
+      int r_test;             /* ratio test technique: */
+#define GLP_RT_STD      0x11  /* standard (textbook) */
+#define GLP_RT_HAR      0x22  /* two-pass Harris' ratio test */
+      double tol_bnd;         /* spx.tol_bnd */
+      double tol_dj;          /* spx.tol_dj */
+      double tol_piv;         /* spx.tol_piv */
+      double obj_ll;          /* spx.obj_ll */
+      double obj_ul;          /* spx.obj_ul */
+      int it_lim;             /* spx.it_lim */
+      int tm_lim;             /* spx.tm_lim (milliseconds) */
+      int out_frq;            /* spx.out_frq */
+      int out_dly;            /* spx.out_dly (milliseconds) */
+      int presolve;           /* enable/disable using LP presolver */
+      double foo_bar[36];     /* (reserved) */
+} glp_smcp;
+
+/* optimization direction flag: */
+#define GLP_MIN            1  /* minimization */
+#define GLP_MAX            2  /* maximization */
+
+/* kind of structural variable: */
+#define GLP_CV             1  /* continuous variable */
+#define GLP_IV             2  /* integer variable */
+#define GLP_BV             3  /* binary variable */
+
+/* type of auxiliary/structural variable: */
+#define GLP_FR             1  /* free variable */
+#define GLP_LO             2  /* variable with lower bound */
+#define GLP_UP             3  /* variable with upper bound */
+#define GLP_DB             4  /* double-bounded variable */
+#define GLP_FX             5  /* fixed variable */
+
+/* solution indicator: */
+#define GLP_SOL            1  /* basic solution */
+#define GLP_IPT            2  /* interior-point solution */
+#define GLP_MIP            3  /* mixed integer solution */
+
+/* solution status: */
+#define GLP_UNDEF          1  /* solution is undefined */
+#define GLP_FEAS           2  /* solution is feasible */
+#define GLP_INFEAS         3  /* solution is infeasible */
+#define GLP_NOFEAS         4  /* no feasible solution exists */
+#define GLP_OPT            5  /* solution is optimal */
+#define GLP_UNBND          6  /* solution is unbounded */
+
+/* return codes: */
+#define GLP_EBADB       0x01  /* invalid basis */
+#define GLP_ESING       0x02  /* singular matrix */
+#define GLP_ECOND       0x03  /* ill-conditioned matrix */
+#define GLP_EBOUND      0x04  /* invalid bounds */
+#define GLP_EFAIL       0x05  /* solver failed */
+#define GLP_EOBJLL      0x06  /* objective lower limit reached */
+#define GLP_EOBJUL      0x07  /* objective upper limit reached */
+#define GLP_EITLIM      0x08  /* iteration limit exceeded */
+#define GLP_ETMLIM      0x09  /* time limit exceeded */
+#define GLP_ENOPFS      0x0A  /* no primal feasible solution */
+#define GLP_ENODFS      0x0B  /* no dual feasible solution */
+#define GLP_EROOT       0x0C  /* root LP optimum not provided */
+#define GLP_ESTOP       0x0D  /* search terminated by application */
+#define GLP_EMIPGAP     0x0E  /* relative mip gap tolerance reached */
+#define GLP_ENOFEAS     0x0F  /* no primal/dual feasible solution */
+#define GLP_ENOCVG      0x10  /* no convergence */
+#define GLP_EINSTAB     0x11  /* numerical instability */
+#define GLP_EDATA       0x12  /* invalid data */
+#define GLP_ERANGE      0x13  /* result out of range */
+
+/* enable/disable flag: */
+#define GLP_ON             1  /* enable something */
+#define GLP_OFF            0  /* disable something */
+
+#endif
+
+/*
+ * Wrappers for GLPK Functions
+ */
+
+
+void * _lp_create_prob ( void )
+{
+#if HAVE_LIBGLPK
+  return glp_create_prob( );
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+  return NULL;
+}
+
+void _lp_set_obj_dir (glp_prob *P, int dir)
+{
+#if HAVE_LIBGLPK
+  return glp_set_obj_dir (P, dir);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+}
+
+void _lp_set_prob_name (glp_prob *P, const char *name)
+{
+#if HAVE_LIBGLPK
+  glp_set_prob_name(P, name);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+}
+
+int _lp_add_cols (glp_prob *P, int ncs)
+{
+#if HAVE_LIBGLPK
+  return glp_add_cols(P, ncs);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+  return 0;
+}
+
+int _lp_add_rows (glp_prob *P, int nrs)
+{
+#if HAVE_LIBGLPK
+  return glp_add_rows (P, nrs);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+  return 0;
+}
+
+
+void _lp_set_row_bnds (glp_prob *P, int i, int type, double lb, double ub)
+{
+#if HAVE_LIBGLPK
+  glp_set_row_bnds(P, i , type, lb, ub);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+}
+
+void _lp_init_smcp (void * parm)
+{
+#if HAVE_LIBGLPK
+  glp_init_smcp(parm);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+}
+
+void _lp_set_col_name (glp_prob *P, int j, const char *name)
+{
+#if HAVE_LIBGLPK
+  glp_set_col_name (P, j, name);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+}
+
+void _lp_set_col_bnds (glp_prob *P, int j, int type, double lb,
+      double ub)
+{
+#if HAVE_LIBGLPK
+  glp_set_col_bnds(P, j, type, lb, ub);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+}
+
+void _lp_set_obj_coef(glp_prob *P, int j, double coef)
+{
+#if HAVE_LIBGLPK
+  glp_set_obj_coef(P, j, coef);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+}
+
+void _lp_delete_prob (void * P)
+{
+#if HAVE_LIBGLPK
+  glp_delete_prob (P);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+}
+
+static int _lp_simplex(glp_prob *P, void *parm)
+{
+#if HAVE_LIBGLPK
+  return glp_simplex (P, parm);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+  return 0;
+}
+
+static void _lp_load_matrix (glp_prob *P, int ne, const int ia[],
+      const int ja[], const double ar[])
+{
+#if HAVE_LIBGLPK
+  glp_load_matrix(P, ne, ia, ja, ar);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+}
+
+static void _lp_set_mat_row (glp_prob *P, int i, int len, const int ind[],
+      const double val[])
+{
+#if HAVE_LIBGLPK
+  glp_set_mat_row (P, i, len, ind, val);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+}
+
+static int _lp_write_lp (glp_prob *P, const void *parm, const char *fname)
+{
+#if HAVE_LIBGLPK
+  return glp_write_lp ( P, parm, fname);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+  return 0;
+}
+
+static void _lp_init_iocp (void *parm)
+{
+#if HAVE_LIBGLPK
+  glp_init_iocp (parm);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+}
+
+static int _lp_intopt (glp_prob *P, const void *parm)
+{
+#if HAVE_LIBGLPK
+  return glp_intopt (P, parm);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+  return 0;
+}
+
+static int _lp_get_status (glp_prob *P)
+{
+#if HAVE_LIBGLPK
+  return glp_get_status (P);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+  return 0;
+}
+
+static int _lp_mip_status (glp_prob *P)
+{
+#if HAVE_LIBGLPK
+  return glp_mip_status (P);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+  return 0;
+}
+
+static void _lp_set_col_kind (glp_prob *P, int j, int kind)
+{
+#if HAVE_LIBGLPK
+  glp_set_col_kind (P, j, kind);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+}
+
+static void _lp_free_env (void)
+{
+#if HAVE_LIBGLPK
+  glp_free_env ();
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+}
+
+static const char * _lp_get_col_name ( glp_prob *P, int j)
+{
+#if HAVE_LIBGLPK
+  return glp_get_col_name (P, j);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+  return NULL;
+}
+
+static double _lp_mip_obj_val (glp_prob *P)
+{
+#if HAVE_LIBGLPK
+  return glp_mip_obj_val (P);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+  return 0.0;
+}
+
+
+static double _lp_get_col_prim (glp_prob *P, int j)
+{
+#if HAVE_LIBGLPK
+  return glp_get_col_prim (P , j);
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+  return 0.0;
+}
+
+static int _lp_print_sol(glp_prob *P, const char *fname)
+{
+#if HAVE_LIBGLPK
+#else
+  // Function not implemented
+  GNUNET_break (0);
+#endif
+  return 0;
+}
+
+/*
+ * Dummy functions for CFLAGS
+ */
+
+static void _dummy2 ();
+static void _dummy ()
+{
+  return;
+  _lp_get_col_name (NULL, 0);
+  _lp_mip_obj_val (NULL);
+  _lp_get_col_prim (NULL, 0);
+  _lp_set_mat_row(NULL,0,0,NULL,NULL);
+  _dummy2();
+}
+
+static void _dummy2 ()
+{
+  ats_modify_problem_state (NULL, 0);
+   _dummy();
+   int t = ATS_COST_UPDATED + ATS_MODIFIED + ATS_NEW;
+   t = 0;
+}
+
+/*
+ * ATS Functions
+ */
+
+
+/**
+ * Initialize ATS
+ * @param cfg configuration handle to retrieve configuration (to be removed)
+ * @return
+ */
+
+struct ATS_Handle * ats_init (double D,
+                              double U,
+                              double R,
+                              int v_b_min,
+                              int v_n_min,
+                              int max_iterations,
+                              struct GNUNET_TIME_Relative max_duration,
+                              GNUNET_TRANSPORT_ATS_AddressNotification 
address_not,
+                              GNUNET_TRANSPORT_ATS_ResultCallback res_cb)
+{
+
+#if !HAVE_LIBGLPK
+  GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ATS not active\n");
+  return NULL;
+#endif
+
+  struct ATS_Handle * ats = NULL;
+
+  ats = GNUNET_malloc(sizeof (struct ATS_Handle));
+
+  ats->prob = NULL;
+
+  ats->addr_notification = address_not;
+  ats->result_cb = res_cb;
+
+  ats->max_iterations = max_iterations;
+  ats->max_exec_duration = max_duration;
+
+  ats->D = D;
+  ats->U = U;
+  ats->R = R;
+  ats->v_b_min = v_b_min;
+  ats->v_n_min = v_n_min;
+  ats->dump_min_peers = 0;
+  ats->dump_min_addr =  0;
+  ats->dump_overwrite = GNUNET_NO;
+  ats->mechanisms = NULL;
+  ats->peers = NULL;
+  ats->successful_executions = 0;
+  ats->invalid_executions = 0;
+
+  return ats;
+}
+
+
+/** solve the bandwidth distribution problem
+ * @param max_it maximum iterations
+ * @param max_dur maximum duration in ms
+ * @param D     weight for diversity
+ * @param U weight for utility
+ * @param R weight for relativity
+ * @param v_b_min minimal bandwidth per peer
+ * @param v_n_min minimum number of connections
+ * @param stat result struct
+ * @return GNUNET_SYSERR if glpk is not available, number of mechanisms used
+ */
+int ats_create_problem (struct ATS_Handle *ats,
+                        struct ATS_internals *stat,
+                        struct ATS_peer *peers,
+                        int c_p,
+                        struct ATS_mechanism *mechanisms,
+                        int c_m)
+{
+#if !HAVE_LIBGLPK
+  GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ATS not active\n");
+  return GNUNET_SYSERR;
+#endif
+
+  if ((c_p == 0) || (c_m == 0))
+    return GNUNET_SYSERR;
+
+  ats->prob = _lp_create_prob();
+
+  int c;
+  int c_c_ressources = available_ressources;
+  int c_q_metrics = available_quality_metrics;
+
+  double M = VERY_BIG_DOUBLE_VALUE;
+  double Q[c_q_metrics+1];
+  for (c=1; c<=c_q_metrics; c++)
+  {
+          Q[c] = 1;
+  }
+
+  if (ats->v_n_min > c_p)
+          ats->v_n_min = c_p;
+#if VERBOSE_ATS
+  GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "Creating problem with: %i peers, %i 
mechanisms, %i resource entries, %i quality metrics \n",
+      c_p,
+      c_m,
+      c_c_ressources,
+      c_q_metrics);
+#endif
+
+  int size =  1 + 3 + 10 *c_m + c_p +
+              (c_q_metrics*c_m)+ c_q_metrics + c_c_ressources * c_m ;
+  int row_index;
+  int array_index=1;
+  int * ia = GNUNET_malloc (size * sizeof (int));
+  int * ja = GNUNET_malloc (size * sizeof (int));
+  double * ar = GNUNET_malloc(size* sizeof (double));
+
+  _lp_set_prob_name (ats->prob, "gnunet ats bandwidth distribution");
+  _lp_set_obj_dir(ats->prob, GLP_MAX);
+
+  /* adding columns */
+  char * name;
+  _lp_add_cols(ats->prob, 2 * c_m);
+  /* adding b_t cols */
+  for (c=1; c <= c_m; c++)
+  {
+    GNUNET_asprintf(&name,
+        "p_%s_b%i",GNUNET_i2s(&(mechanisms[c].peer->peer)), c);
+    _lp_set_col_name(ats->prob, c, name);
+    GNUNET_free (name);
+    _lp_set_col_bnds(ats->prob, c, GLP_LO, 0.0, 0.0);
+    _lp_set_col_kind(ats->prob, c, GLP_CV);
+    _lp_set_obj_coef(ats->prob, c, 0);
+  }
+
+  /* adding n_t cols */
+  for (c=c_m+1; c <= 2*c_m; c++)
+  {
+    GNUNET_asprintf(&name,
+        "p_%s_n%i",GNUNET_i2s(&(mechanisms[c-c_m].peer->peer)),(c-c_m));
+    _lp_set_col_name(ats->prob, c, name);
+    GNUNET_free (name);
+    _lp_set_col_bnds(ats->prob, c, GLP_DB, 0.0, 1.0);
+    _lp_set_col_kind(ats->prob, c, GLP_IV);
+    _lp_set_obj_coef(ats->prob, c, 0);
+  }
+
+  /* feasibility constraints */
+  /* Constraint 1: one address per peer*/
+  row_index = 1;
+
+  _lp_add_rows(ats->prob, c_p);
+
+  for (c=1; c<=c_p; c++)
+  {
+#if VERBOSE_ATS
+      GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "bounds [row]=[%i] \n",
+          row_index);
+#endif
+
+      _lp_set_row_bnds(ats->prob, row_index, GLP_FX, 1.0, 1.0);
+      struct ATS_mechanism *m = peers[c].m_head;
+      while (m!=NULL)
+      {
+        ia[array_index] = row_index;
+        ja[array_index] = (c_m + m->col_index);
+        ar[array_index] = 1;
+#if VERBOSE_ATS
+        GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+            array_index,
+            ia[array_index],
+            ja[array_index],
+            ar[array_index]);
+#endif
+        array_index++;
+        m = m->next;
+      }
+      row_index++;
+  }
+
+  /* Constraint 2: only active mechanism gets bandwidth assigned */
+  _lp_add_rows(ats->prob, c_m);
+  for (c=1; c<=c_m; c++)
+  {
+          /* b_t - n_t * M <= 0 */
+#if VERBOSE_ATS
+          GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "bounds [row]=[%i] \n",
+              row_index);
+#endif
+          _lp_set_row_bnds(ats->prob, row_index, GLP_UP, 0.0, 0.0);
+          ia[array_index] = row_index;
+          ja[array_index] = mechanisms[c].col_index;
+          ar[array_index] = 1;
+#if VERBOSE_ATS
+          GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+              array_index,
+              ia[array_index],
+              ja[array_index],
+              ar[array_index]);
+#endif
+          array_index++;
+          ia[array_index] = row_index;
+          ja[array_index] = c_m + mechanisms[c].col_index;
+          ar[array_index] = -M;
+#if VERBOSE_ATS
+          GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+              array_index,
+              ia[array_index],
+              ja[array_index],
+              ar[array_index]);
+#endif
+          array_index++;
+          row_index ++;
+  }
+
+  /* Constraint 3: minimum bandwidth*/
+  _lp_add_rows(ats->prob, c_m);
+
+  for (c=1; c<=c_m; c++)
+  {
+          /* b_t - n_t * b_min <= 0 */
+#if VERBOSE_ATS
+          GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "bounds [row]=[%i] \n",
+              row_index);
+#endif
+#if HAVE_LIBGLPK
+          _lp_set_row_bnds(ats->prob, row_index, GLP_LO, 0.0, 0.0);
+#endif
+          ia[array_index] = row_index;
+          ja[array_index] = mechanisms[c].col_index;
+          ar[array_index] = 1;
+#if VERBOSE_ATS
+          GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+              array_index,
+              ia[array_index],
+              ja[array_index],
+              ar[array_index]);
+#endif
+          array_index++;
+          ia[array_index] = row_index;
+          ja[array_index] = c_m + mechanisms[c].col_index;
+          ar[array_index] = -ats->v_b_min;
+#if VERBOSE_ATS
+          GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+              array_index,
+              ia[array_index],
+              ja[array_index],
+              ar[array_index]);
+#endif
+          array_index++;
+          row_index ++;
+  }
+  int c2;
+
+  /* Constraint 4: max ressource capacity */
+  /* V cr: bt * ct_r <= cr_max
+   * */
+
+  _lp_add_rows(ats->prob, available_ressources);
+
+  double ct_max = VERY_BIG_DOUBLE_VALUE;
+  double ct_min = 0.0;
+
+  stat->begin_cr = array_index;
+
+  for (c=0; c<available_ressources; c++)
+  {
+      ct_max = ressources[c].c_max;
+      ct_min = ressources[c].c_min;
+#if VERBOSE_ATS
+      GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "bounds [row]=[%i] %f..%f\n",
+          row_index,
+          ct_min,
+          ct_max);
+#endif
+#if HAVE_LIBGLPK
+      _lp_set_row_bnds(ats->prob, row_index, GLP_DB, ct_min, ct_max);
+#endif
+      for (c2=1; c2<=c_m; c2++)
+      {
+          double value = 0;
+          ia[array_index] = row_index;
+          ja[array_index] = c2;
+          value = mechanisms[c2].ressources[c].c;
+          ar[array_index] = value;
+#if VERBOSE_ATS
+          GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+              array_index, ia[array_index],
+              ja[array_index],
+              ar[array_index]);
+#endif
+          array_index++;
+      }
+      row_index ++;
+  }
+  stat->end_cr = array_index--;
+
+  /* Constraint 5: min number of connections*/
+  _lp_add_rows(ats->prob, 1);
+
+  for (c=1; c<=c_m; c++)
+  {
+          // b_t - n_t * b_min >= 0
+#if VERBOSE_ATS
+          GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "bounds [row]=[%i] \n",
+              row_index);
+#endif
+          _lp_set_row_bnds(ats->prob, row_index, GLP_LO, ats->v_n_min, 0.0);
+          ia[array_index] = row_index;
+          ja[array_index] = c_m + mechanisms[c].col_index;
+          ar[array_index] = 1;
+#if VERBOSE_ATS
+          GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+              array_index,
+              ia[array_index],
+              ja[array_index],
+              ar[array_index]);
+#endif
+          array_index++;
+  }
+  row_index ++;
+
+  // optimisation constraints
+
+  // adding columns
+
+  // Constraint 6: optimize for diversity
+  int col_d;
+  col_d = _lp_add_cols(ats->prob, 1);
+
+  _lp_set_col_name(ats->prob, col_d, "d");
+  _lp_set_obj_coef(ats->prob, col_d, ats->D);
+  _lp_set_col_bnds(ats->prob, col_d, GLP_LO, 0.0, 0.0);
+  _lp_add_rows(ats->prob, 1);
+  _lp_set_row_bnds(ats->prob, row_index, GLP_FX, 0.0, 0.0);
+
+  stat->col_d = col_d;
+#if VERBOSE_ATS
+  GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "bounds [row]=[%i] \n",row_index);
+#endif
+  for (c=1; c<=c_m; c++)
+  {
+    ia[array_index] = row_index;
+    ja[array_index] = c_m + mechanisms[c].col_index;
+    ar[array_index] = 1;
+#if VERBOSE_ATS
+    GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+        array_index,
+        ia[array_index],
+        ja[array_index],
+        ar[array_index]);
+#endif
+    array_index++;
+  }
+  ia[array_index] = row_index;
+  ja[array_index] = col_d;
+  ar[array_index] = -1;
+#if VERBOSE_ATS
+  GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+      array_index,
+      ia[array_index],
+      ja[array_index],
+      ar[array_index]);
+#endif
+  array_index++;
+  row_index ++;
+
+  // Constraint 7: optimize for quality
+  int col_qm;
+  col_qm = _lp_add_cols(ats->prob, c_q_metrics);
+
+  stat->col_qm = col_qm;
+  //GNUNET_assert (col_qm == (2*c_mechs) + 3 + 1);
+  for (c=0; c< c_q_metrics; c++)
+  {
+    GNUNET_asprintf(&name, "Q_%s",qm[c].name);
+    _lp_set_col_name (ats->prob, col_qm + c, name);
+    _lp_set_col_bnds (ats->prob, col_qm + c, GLP_LO, 0.0, 0.0);
+    GNUNET_free (name);
+    _lp_set_obj_coef (ats->prob, col_qm + c, Q[c]);
+  }
+
+  _lp_add_rows(ats->prob, available_quality_metrics);
+
+  stat->begin_qm = row_index;
+  for (c=1; c <= c_q_metrics; c++)
+  {
+#if VERBOSE_ATS
+          GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "bounds [row]=[%i] \n",
+              row_index);
+#endif
+      double value = 1;
+      _lp_set_row_bnds(ats->prob, row_index, GLP_FX, 0.0, 0.0);
+      for (c2=1; c2<=c_m; c2++)
+      {
+          ia[array_index] = row_index;
+          ja[array_index] = c2;
+          if (qm[c-1].atis_index  == GNUNET_TRANSPORT_ATS_QUALITY_NET_DELAY)
+          {
+            double v0 = 0, v1 = 0, v2 = 0;
+            v0 = mechanisms[c2].quality[c-1].values[0];
+            if (v1 < 1) v0 = 0.1;
+              v1 = mechanisms[c2].quality[c-1].values[1];
+            if (v1 < 1) v0 = 0.1;
+              v2 = mechanisms[c2].quality[c-1].values[2];
+            if (v1 < 1) v0 = 0.1;
+              value = 100.0 / ((v0 + 2 * v1 + 3 * v2) / 6.0);
+            value = 1;
+          }
+          if (qm[c-1].atis_index  == GNUNET_TRANSPORT_ATS_QUALITY_NET_DISTANCE)
+          {
+            double v0 = 0, v1 = 0, v2 = 0;
+            v0 = mechanisms[c2].quality[c-1].values[0];
+            if (v0 < 1) v0 = 1;
+              v1 = mechanisms[c2].quality[c-1].values[1];
+            if (v1 < 1) v1 = 1;
+              v2 = mechanisms[c2].quality[c-1].values[2];
+            if (v2 < 1) v2 = 1;
+              value =  (v0 + 2 * v1 + 3 * v2) / 6.0;
+            if (value >= 1)
+              value =  (double) 10 / value;
+            else
+              value = 10;
+          }
+          ar[array_index] = (mechanisms[c2].peer->f) * value ;
+#if VERBOSE_ATS
+          GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: %s [%i,%i]=%f 
\n",
+              array_index,
+              qm[c-1].name,
+              ia[array_index],
+              ja[array_index],
+              ar[array_index]);
+#endif
+          array_index++;
+      }
+      ia[array_index] = row_index;
+      ja[array_index] = col_qm + c - 1;
+      ar[array_index] = -1;
+#if VERBOSE_ATS
+      GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+          array_index,
+          ia[array_index],
+          ja[array_index],
+          ar[array_index]);
+#endif
+      array_index++;
+      row_index++;
+  }
+  stat->end_qm = row_index-1;
+
+  // Constraint 8: optimize bandwidth utility
+  int col_u;
+
+  col_u = _lp_add_cols(ats->prob, 1);
+
+  _lp_set_col_name(ats->prob, col_u, "u");
+  _lp_set_obj_coef(ats->prob, col_u, ats->U);
+  _lp_set_col_bnds(ats->prob, col_u, GLP_LO, 0.0, 0.0);
+  _lp_add_rows(ats->prob, 1);
+  stat->col_u = col_u;
+#if VERBOSE_ATS
+  GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "bounds [row]=[%i] \n",row_index);
+#endif
+  _lp_set_row_bnds(ats->prob, row_index, GLP_FX, 0.0, 0.0);
+  for (c=1; c<=c_m; c++)
+  {
+    ia[array_index] = row_index;
+    ja[array_index] = c;
+    ar[array_index] = mechanisms[c].peer->f;
+#if VERBOSE_ATS
+    GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+        array_index,
+        ia[array_index],
+        ja[array_index],
+        ar[array_index]);
+#endif
+    array_index++;
+  }
+  ia[array_index] = row_index;
+  ja[array_index] = col_u;
+  ar[array_index] = -1;
+#if VERBOSE_ATS
+  GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+      array_index, ia[array_index],
+      ja[array_index],
+      ar[array_index]);
+#endif
+
+  array_index++;
+  row_index ++;
+
+  // Constraint 9: optimize relativity
+  int col_r;
+
+  col_r = _lp_add_cols(ats->prob, 1);
+
+  _lp_set_col_name(ats->prob, col_r, "r");
+  _lp_set_obj_coef(ats->prob, col_r, ats->R);
+  _lp_set_col_bnds(ats->prob, col_r, GLP_LO, 0.0, 0.0);
+  _lp_add_rows(ats->prob, c_p);
+
+  stat->col_r = col_r;
+  for (c=1; c<=c_p; c++)
+  {
+    _lp_set_row_bnds(ats->prob, row_index, GLP_LO, 0.0, 0.0);
+    struct ATS_mechanism *m = peers[c].m_head;
+    while (m!=NULL)
+    {
+      ia[array_index] = row_index;
+      ja[array_index] = m->col_index;
+      ar[array_index] = 1 / mechanisms[c].peer->f;
+#if VERBOSE_ATS
+      GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+          array_index,
+          ia[array_index],
+          ja[array_index],
+          ar[array_index]);
+#endif
+      array_index++;
+      m = m->next;
+    }
+    ia[array_index] = row_index;
+    ja[array_index] = col_r;
+    ar[array_index] = -1;
+#if VERBOSE_ATS
+    GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+        array_index,
+        ia[array_index],
+        ja[array_index],
+        ar[array_index]);
+#endif
+    array_index++;
+    row_index++;
+  }
+
+  /* Loading the matrix */
+  _lp_load_matrix(ats->prob, array_index-1, ia, ja, ar);
+
+  stat->c_mechs = c_m;
+  stat->c_peers = c_p;
+  stat->solution = 0;
+  stat->valid = GNUNET_YES;
+
+  /* clean up */
+  GNUNET_free (ja);
+  GNUNET_free (ia);
+  GNUNET_free (ar);
+
+  return GNUNET_OK;
+}
+
+
+void ats_delete_problem (struct ATS_Handle * ats)
+{
+#if !HAVE_LIBGLPK
+  GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ATS not active\n");
+  return;
+#endif
+
+#if DEBUG_ATS
+  GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "Deleting problem\n");
+#endif
+  int c;
+
+  for (c=0; c< (ats->internal).c_mechs; c++)
+          GNUNET_free_non_null (ats->mechanisms[c].rc);
+  if (ats->mechanisms!=NULL)
+  {
+    GNUNET_free(ats->mechanisms);
+    ats->mechanisms = NULL;
+  }
+
+  if (ats->peers!=NULL)
+  {
+    GNUNET_free(ats->peers);
+    ats->peers = NULL;
+  }
+
+  if (ats->prob != NULL)
+  {
+    _lp_delete_prob(ats->prob);
+    ats->prob = NULL;
+  }
+
+  ats->internal.begin_cr = GNUNET_SYSERR;
+  ats->internal.begin_qm = GNUNET_SYSERR;
+  ats->internal.c_mechs = 0;
+  ats->internal.c_peers = 0;
+  ats->internal.end_cr = GNUNET_SYSERR;
+  ats->internal.end_qm = GNUNET_SYSERR;
+  ats->internal.solution = GNUNET_SYSERR;
+  ats->internal.valid = GNUNET_SYSERR;
+}
+
+void ats_modify_problem_state (struct ATS_Handle * ats, enum ATS_problem_state 
s)
+{
+  if (ats == NULL)
+    return;
+  switch (s)
+  {
+  case ATS_NEW :
+    ats->internal.recreate_problem = GNUNET_NO;
+    ats->internal.modified_quality = GNUNET_NO;
+    ats->internal.modified_resources = GNUNET_NO;
+    break;
+  case ATS_MODIFIED:
+    ats->internal.recreate_problem = GNUNET_YES;
+    break;
+  case ATS_QUALITY_UPDATED :
+    ats->internal.modified_quality = GNUNET_YES;
+    break;
+  case ATS_COST_UPDATED :
+    ats->internal.modified_resources = GNUNET_YES;
+    break;
+  case ATS_QUALITY_COST_UPDATED:
+    ats->internal.modified_resources = GNUNET_YES;
+    ats->internal.modified_quality = GNUNET_YES;
+    break;
+  default:
+    return;
+  }
+
+
+
+}
+
+void ats_solve_problem (struct ATS_Handle * ats,
+    unsigned int max_it,
+    unsigned int  max_dur,
+    unsigned int c_peers,
+    unsigned int  c_mechs,
+    struct ATS_internals *stat)
+{
+#if !HAVE_LIBGLPK
+  GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ATS not active\n");
+  return;
+#endif
+
+
+  int result = GNUNET_SYSERR;
+  int lp_solution = GNUNET_SYSERR;
+  int mlp_solution = GNUNET_SYSERR;
+
+  // Solving simplex
+
+  glp_smcp opt_lp;
+  _lp_init_smcp(&opt_lp);
+#if VERBOSE_ATS
+  opt_lp.msg_lev = GLP_MSG_ALL;
+#else
+  opt_lp.msg_lev = GLP_MSG_OFF;
+#endif
+  // setting iteration limit
+  opt_lp.it_lim = max_it;
+  // maximum duration
+  opt_lp.tm_lim = max_dur;
+
+  if (ats->internal.recreate_problem == GNUNET_YES)
+     opt_lp.presolve = GLP_ON;
+
+  result = _lp_simplex(ats->prob, &opt_lp);
+  lp_solution =  _lp_get_status (ats->prob);
+
+  if ((result == GLP_ETMLIM) || (result == GLP_EITLIM))
+  {
+    ats->internal.valid = GNUNET_NO;
+    GNUNET_log (GNUNET_ERROR_TYPE_ERROR,
+        "ATS exceeded time or iteration limit!\n");
+    return;
+  }
+
+  if (ats_evaluate_results(result, lp_solution, "LP") == GNUNET_YES)
+  {
+    stat->valid = GNUNET_YES;
+  }
+  else
+  {
+    ats->internal.simplex_rerun_required = GNUNET_YES;
+    opt_lp.presolve = GLP_ON;
+    result = _lp_simplex(ats->prob, &opt_lp);
+    lp_solution =  _lp_get_status (ats->prob);
+
+    // TODO: Remove if this does not appear until release
+    GNUNET_log (GNUNET_ERROR_TYPE_ERROR, ""
+        "EXECUTED SIMPLEX WITH PRESOLVER! %i \n",
+        lp_solution);
+
+    if (ats_evaluate_results(result, lp_solution, "LP") != GNUNET_YES)
+    {
+        GNUNET_log (GNUNET_ERROR_TYPE_ERROR,
+            "After execution simplex with presolver: STILL INVALID!\n");
+        char * filename;
+        GNUNET_asprintf (&filename,
+            "ats_mlp_p%i_m%i_%llu.mlp",
+            ats->internal.c_peers,
+            ats->internal.c_mechs,
+            GNUNET_TIME_absolute_get().abs_value);
+        _lp_write_lp ((void *)ats->prob, NULL, filename);
+        GNUNET_free (filename);
+        stat->valid = GNUNET_NO;
+        ats->internal.recreate_problem = GNUNET_YES;
+        return;
+    }
+    stat->valid = GNUNET_YES;
+  }
+
+  // Solving mlp
+  glp_iocp opt_mlp;
+  _lp_init_iocp(&opt_mlp);
+  // maximum duration
+  opt_mlp.tm_lim = max_dur;
+  // output level
+#if VERBOSE_ATS
+  opt_mlp.msg_lev = GLP_MSG_ALL;
+#else
+  opt_mlp.msg_lev = GLP_MSG_OFF;
+#endif
+
+  result = _lp_intopt (ats->prob, &opt_mlp);
+  mlp_solution =  _lp_mip_status (ats->prob);
+  stat->solution = mlp_solution;
+
+  if (ats_evaluate_results(result, mlp_solution, "MLP") == GNUNET_YES)
+  {
+      stat->valid = GNUNET_YES;
+  }
+  else
+  {
+      // TODO: Remove if this does not appear until release
+      GNUNET_log (GNUNET_ERROR_TYPE_ERROR,
+          "MLP solution for %i peers, %i mechs is invalid: %i\n",
+          ats->internal.c_peers,
+          ats->internal.c_mechs,
+          mlp_solution);
+      stat->valid = GNUNET_NO;
+  }
+
+#if VERBOSE_ATS
+  if (_lp_get_col_prim(ats->prob,2*c_mechs+1) != 1)
+  {
+  int c;
+  for (c=1; c<= available_quality_metrics; c++ )
+  {
+    GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "%s %f\n",
+        _lp_get_col_name(ats->prob,2*c_mechs+3+c),
+        _lp_get_col_prim(ats->prob,2*c_mechs+3+c));
+  }
+  GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "%s %f\n",
+      _lp_get_col_name(ats->prob,2*c_mechs+1),
+      _lp_get_col_prim(ats->prob,2*c_mechs+1));
+  GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "%s %f\n",
+      _lp_get_col_name(ats->prob,2*c_mechs+2),
+      _lp_get_col_prim(ats->prob,2*c_mechs+2));
+  GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "%s %f\n",
+      _lp_get_col_name(ats->prob,2*c_mechs+3),
+      _lp_get_col_prim(ats->prob,2*c_mechs+3));
+  GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "objective value:  %f\n",
+      _lp_mip_obj_val(ats->prob));
+  }
+#endif
+}
+
+
+void ats_shutdown (struct ATS_Handle * ats)
+{
+#if !HAVE_LIBGLPK
+  GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ATS not active\n");
+  return;
+#endif
+
+#if DEBUG_ATS
+  GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "ATS shutdown\n");
+#endif
+  ats_delete_problem (ats);
+  _lp_free_env();
+
+  GNUNET_free (ats);
+}
+
+void ats_update_problem_qm (struct ATS_Handle * ats)
+{
+#if !HAVE_LIBGLPK
+  GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ATS not active\n");
+  return;
+#endif
+
+    int array_index;
+    int row_index;
+    int c, c2;
+    int c_q_metrics = available_quality_metrics;
+
+    int *ja = GNUNET_malloc ((1 + ats->internal.c_mechs*2 + 3 +
+       available_quality_metrics) * sizeof (int));
+    double *ar = GNUNET_malloc ((1 + ats->internal.c_mechs*2 + 3 +
+       available_quality_metrics) * sizeof (double));
+#if DEBUG_ATS
+    GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "Updating problem quality metrics\n");
+#endif
+    row_index = ats->internal.begin_qm;
+
+    for (c=1; c <= c_q_metrics; c++)
+    {
+      array_index = 1;
+      double value = 1;
+#if VERBOSE_ATS
+        GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "bounds [row]=[%i] \n",row_index);
+#endif
+        _lp_set_row_bnds(ats->prob, row_index, GLP_FX, 0.0, 0.0);
+        for (c2=1; c2<=ats->internal.c_mechs; c2++)
+        {
+          ja[array_index] = c2;
+          GNUNET_assert (ats->mechanisms[c2].addr != NULL);
+          GNUNET_assert (ats->mechanisms[c2].peer != NULL);
+
+          if (qm[c-1].atis_index  == GNUNET_TRANSPORT_ATS_QUALITY_NET_DELAY)
+          {
+              double v0 = 0, v1 = 0, v2 = 0;
+
+              v0 = ats->mechanisms[c2].quality[c-1].values[0];
+              if (v1 < 1) v0 = 0.1;
+              v1 = ats->mechanisms[c2].quality[c-1].values[1];
+              if (v1 < 1) v0 = 0.1;
+              v2 = ats->mechanisms[c2].quality[c-1].values[2];
+              if (v1 < 1) v0 = 0.1;
+              value = 100.0 / ((v0 + 2 * v1 + 3 * v2) / 6.0);
+              //value = 1;
+          }
+          if (qm[c-1].atis_index  == GNUNET_TRANSPORT_ATS_QUALITY_NET_DISTANCE)
+          {
+              double v0 = 0, v1 = 0, v2 = 0;
+              v0 = ats->mechanisms[c2].quality[c-1].values[0];
+              if (v0 < 1) v0 = 1;
+              v1 = ats->mechanisms[c2].quality[c-1].values[1];
+              if (v1 < 1) v1 = 1;
+              v2 = ats->mechanisms[c2].quality[c-1].values[2];
+              if (v2 < 1) v2 = 1;
+              value =  (v0 + 2 * v1 + 3 * v2) / 6.0;
+              if (value >= 1)
+                      value =  (double) 10 / value;
+              else
+                      value = 10;
+          }
+          ar[array_index] = (ats->mechanisms[c2].peer->f) * value;
+#if VERBOSE_ATS
+          GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: %s [%i,%i]=%f 
\n",
+              array_index,
+              qm[c-1].name,
+              row_index,
+              ja[array_index],
+              ar[array_index]);
+#endif
+          array_index++;
+        }
+      ja[array_index] = ats->internal.col_qm + c - 1;
+      ar[array_index] = -1;
+
+#if VERBOSE_ATS
+        GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+            array_index,
+            row_index,
+            ja[array_index],
+            ar[array_index]);
+#endif
+      _lp_set_mat_row (ats->prob, row_index, array_index, ja, ar);
+      array_index = 1;
+      row_index++;
+    }
+    GNUNET_free_non_null (ja);
+    GNUNET_free_non_null (ar);
+
+}
+
+
+void
+ats_calculate_bandwidth_distribution (struct ATS_Handle * ats,
+    struct GNUNET_STATISTICS_Handle *stats)
+{
+#if !HAVE_LIBGLPK
+  GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ATS not active\n");
+  return;
+#endif
+
+    struct GNUNET_TIME_Absolute start;
+    struct GNUNET_TIME_Relative creation;
+    struct GNUNET_TIME_Relative solving;
+    int c_m;
+    int c_p;
+    char *text = "unmodified";
+
+#if FIXME_WACHS
+    int dur;
+    if (INT_MAX < ats->max_exec_duration.rel_value)
+            dur = INT_MAX;
+    else
+            dur = (int) ats->max_exec_duration.rel_value;
+#endif
+
+    ats->internal.simplex_rerun_required = GNUNET_NO;
+    start = GNUNET_TIME_absolute_get();
+    if ((ats->internal.recreate_problem == GNUNET_YES) ||
+        (ats->prob==NULL) ||
+        (ats->internal.valid == GNUNET_NO))
+    {
+      text = "new";
+      ats->internal.recreate_problem = GNUNET_YES;
+      ats_delete_problem (ats);
+      ats->addr_notification(&ats->peers , &c_p, &ats->mechanisms, &c_m);
+#if DEBUG_ATS
+      GNUNET_log (GNUNET_ERROR_TYPE_ERROR,
+          "Service returned: %i peer, %i mechs\n",
+          c_p,
+          c_m);
+#endif
+      ats_create_problem (ats, &ats->internal, ats->peers, c_p, 
ats->mechanisms, c_m);
+
+
+#if DEBUG_ATS
+      GNUNET_log (GNUNET_ERROR_TYPE_ERROR,
+          "Peers/Addresses were modified... new problem: %i peer, %i mechs\n",
+          ats->internal.c_peers,
+          ats->internal.c_mechs);
+#endif
+    }
+
+    else if ((ats->internal.recreate_problem == GNUNET_NO) &&
+        (ats->internal.modified_resources == GNUNET_YES) &&
+        (ats->internal.valid == GNUNET_YES))
+    {
+      text = "modified resources";
+      ats_update_problem_cr (ats);
+    }
+    else if ((ats->internal.recreate_problem == GNUNET_NO) &&
+        (ats->internal.modified_quality == GNUNET_YES) &&
+        (ats->internal.valid == GNUNET_YES))
+    {
+      text = "modified quality";
+      ats_update_problem_qm (ats);
+      //ats_update_problem_qm_TEST ();
+    }
+#if DEBUG_ATS
+    else GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "Problem is %s\n", text);
+#endif
+
+    creation = 
GNUNET_TIME_absolute_get_difference(start,GNUNET_TIME_absolute_get());
+    start = GNUNET_TIME_absolute_get();
+
+    ats->internal.solution = GLP_UNDEF;
+    if (ats->internal.valid == GNUNET_YES)
+    {
+      ats_solve_problem(ats,
+          ats->max_iterations,
+          ats->max_exec_duration.rel_value,
+          ats->internal.c_peers,
+          ats->internal.c_mechs,
+          &ats->internal);
+    }
+    solving = 
GNUNET_TIME_absolute_get_difference(start,GNUNET_TIME_absolute_get());
+
+    if (ats->internal.valid == GNUNET_YES)
+    {
+      /* Telling about new distribution*/
+      ats->result_cb ();
+
+      int msg_type = GNUNET_ERROR_TYPE_DEBUG;
+#if DEBUG_ATS
+      msg_type = GNUNET_ERROR_TYPE_ERROR;
+#endif
+      GNUNET_log (msg_type,
+          "MLP %s: creation time: %llu, execution time: %llu, %i peers, %i 
mechanisms, simplex rerun: %s, solution %s\n",
+          text,
+          creation.rel_value,
+          solving.rel_value,
+          ats->internal.c_peers,
+          ats->internal.c_mechs,
+          (ats->internal.simplex_rerun_required == GNUNET_NO) ? "NO" : "YES",
+          (ats->internal.solution == 5) ? "OPTIMAL" : "INVALID");
+      ats->successful_executions ++;
+      GNUNET_STATISTICS_set (stats, "# ATS successful executions",
+          ats->successful_executions,
+          GNUNET_NO);
+
+      if ((ats->internal.recreate_problem == GNUNET_YES) || (ats->prob==NULL))
+          GNUNET_STATISTICS_set (stats, "ATS state",ATS_NEW, GNUNET_NO);
+      else if ((ats->internal.modified_resources == GNUNET_YES) &&
+              (ats->internal.modified_quality == GNUNET_NO))
+        GNUNET_STATISTICS_set (stats, "ATS state", ATS_COST_UPDATED, 
GNUNET_NO);
+      else if ((ats->internal.modified_resources == GNUNET_NO) &&
+              (ats->internal.modified_quality == GNUNET_YES) &&
+              (ats->internal.simplex_rerun_required == GNUNET_NO))
+        GNUNET_STATISTICS_set (stats, "ATS state", ATS_QUALITY_UPDATED, 
GNUNET_NO);
+      else if ((ats->internal.modified_resources == GNUNET_YES) &&
+              (ats->internal.modified_quality == GNUNET_YES) &&
+              (ats->internal.simplex_rerun_required == GNUNET_NO))
+        GNUNET_STATISTICS_set (stats, "ATS state", ATS_QUALITY_COST_UPDATED, 
GNUNET_NO);
+      else if (ats->internal.simplex_rerun_required == GNUNET_NO)
+        GNUNET_STATISTICS_set (stats, "ATS state", ATS_UNMODIFIED, GNUNET_NO);
+    }
+    else
+    {
+      if (ats->internal.c_peers != 0)
+      {
+        ats->invalid_executions ++;
+        GNUNET_STATISTICS_set (stats, "# ATS invalid executions",
+            ats->invalid_executions, GNUNET_NO);
+      }
+      else
+      {
+        GNUNET_STATISTICS_set (stats, "# ATS successful executions",
+            ats->successful_executions, GNUNET_NO);
+      }
+    }
+
+    GNUNET_STATISTICS_set (stats,
+        "ATS duration", solving.rel_value + creation.rel_value, GNUNET_NO);
+    GNUNET_STATISTICS_set (stats,
+        "ATS mechanisms", ats->internal.c_mechs, GNUNET_NO);
+    GNUNET_STATISTICS_set (stats,
+        "ATS peers", ats->internal.c_peers, GNUNET_NO);
+    GNUNET_STATISTICS_set (stats,
+        "ATS solution", ats->internal.solution, GNUNET_NO);
+    GNUNET_STATISTICS_set (stats,
+        "ATS timestamp", start.abs_value, GNUNET_NO);
+
+    if ((ats->save_mlp == GNUNET_YES) &&
+        (ats->internal.c_mechs >= ats->dump_min_peers) &&
+        (ats->internal.c_mechs >= ats->dump_min_addr))
+    {
+        char * filename;
+        if (ats->dump_overwrite == GNUNET_NO)
+        {
+          GNUNET_asprintf (&filename, "ats_mlp_p%i_m%i_%s_%llu.mlp",
+              ats->internal.c_peers,
+              ats->internal.c_mechs,
+              text,
+              GNUNET_TIME_absolute_get().abs_value);
+          _lp_write_lp ((void *) ats->prob, NULL, filename);
+        }
+        else
+        {
+          GNUNET_asprintf (&filename, "ats_mlp_p%i_m%i.mlp",
+          ats->internal.c_peers, ats->internal.c_mechs );
+          _lp_write_lp ((void *) ats->prob, NULL, filename);
+        }
+        GNUNET_free (filename);
+    }
+    if ((ats->save_solution == GNUNET_YES) &&
+        (ats->internal.c_mechs >= ats->dump_min_peers) &&
+        (ats->internal.c_mechs >= ats->dump_min_addr))
+    {
+        char * filename;
+        if (ats->dump_overwrite == GNUNET_NO)
+        {
+          GNUNET_asprintf (&filename, "ats_mlp_p%i_m%i_%s_%llu.sol",
+              ats->internal.c_peers,
+              ats->internal.c_mechs,
+              text,
+              GNUNET_TIME_absolute_get().abs_value);
+          _lp_print_sol (ats->prob, filename);
+        }
+        else
+        {
+          GNUNET_asprintf (&filename, "ats_mlp_p%i_m%i.sol",
+          ats->internal.c_peers, ats->internal.c_mechs);
+          _lp_print_sol (ats->prob, filename);
+        }
+        GNUNET_free (filename);
+    }
+
+    ats->internal.recreate_problem = GNUNET_NO;
+    ats->internal.modified_resources = GNUNET_NO;
+    ats->internal.modified_quality = GNUNET_NO;
+}
+
+/**
+ * Evaluate the result of the last simplex or mlp solving
+ * @param result return value returned by the solver
+ * @param solution solution state
+ * @param problem mlp or lp
+ * @return GNUNET_NO if solution is invalid, GNUNET_YES if solution is
+ *      valid
+ */
+
+int ats_evaluate_results (int result, int solution, char * problem)
+{
+#if !HAVE_LIBGLPK
+  GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ATS not active\n");
+  return GNUNET_NO;
+#endif
+
+    int cont = GNUNET_NO;
+#if DEBUG_ATS || VERBOSE_ATS
+    int error_kind = GNUNET_ERROR_TYPE_DEBUG;
+#endif
+#if VERBOSE_ATS
+    error_kind = GNUNET_ERROR_TYPE_ERROR;
+#endif
+    switch (result) {
+    case GNUNET_SYSERR : /* GNUNET problem, not GLPK related */
+#if DEBUG_ATS || VERBOSE_ATS
+        GNUNET_log (error_kind,
+            "%s, GLPK solving not executed\n", problem);
+#endif
+         break;
+      case GLP_ESTOP  :    /* search terminated by application */
+#if DEBUG_ATS || VERBOSE_ATS
+        GNUNET_log (error_kind,
+            "%s , Search terminated by application\n", problem);
+#endif
+        break;
+      case GLP_EITLIM :    /* iteration limit exceeded */
+#if DEBUG_ATS || VERBOSE_ATS
+      GNUNET_log (GNUNET_ERROR_TYPE_WARNING,
+          "%s Iteration limit exceeded\n", problem);
+#endif
+        break;
+     case GLP_ETMLIM :    /* time limit exceeded */
+#if DEBUG_ATS || VERBOSE_ATS
+       GNUNET_log (GNUNET_ERROR_TYPE_WARNING,
+           "%s Time limit exceeded\n", problem);
+#endif
+       break;
+     case GLP_ENOPFS :    /* no primal feasible solution */
+     case GLP_ENODFS :    /* no dual feasible solution */
+#if DEBUG_ATS || VERBOSE_ATS
+        GNUNET_log (error_kind,
+            "%s No feasible solution\n", problem);
+#endif
+        break;
+     case GLP_EBADB  :    /* invalid basis */
+     case GLP_ESING  :    /* singular matrix */
+     case GLP_ECOND  :    /* ill-conditioned matrix */
+     case GLP_EBOUND :    /* invalid bounds */
+     case GLP_EFAIL  :    /* solver failed */
+     case GLP_EOBJLL :    /* objective lower limit reached */
+     case GLP_EOBJUL :    /* objective upper limit reached */
+     case GLP_EROOT  :    /* root LP optimum not provided */
+#if DEBUG_ATS || VERBOSE_ATS
+        GNUNET_log (error_kind,
+            "%s Invalid Input data: %i\n",
+            problem, result);
+#endif
+        break;
+     case 0:
+#if DEBUG_ATS || VERBOSE_ATS
+        GNUNET_log (error_kind,
+            "%s Problem has been solved\n", problem);
+#endif
+    break;
+  }
+
+  switch (solution) {
+      case GLP_UNDEF:
+#if DEBUG_ATS || VERBOSE_ATS
+        GNUNET_log (error_kind,
+            "%s solution is undefined\n", problem);
+#endif
+        break;
+      case GLP_OPT:
+#if DEBUG_ATS || VERBOSE_ATS
+        GNUNET_log (error_kind,
+            "%s solution is optimal\n", problem);
+#endif
+        cont=GNUNET_YES;
+        break;
+      case GLP_FEAS:
+#if DEBUG_ATS || VERBOSE_ATS
+        GNUNET_log (error_kind,
+            "%s solution is %s feasible, however, its optimality (or 
non-optimality) has not been proven\n",
+            problem, (0==strcmp(problem,"LP")?"":"integer"));
+#endif
+        cont=GNUNET_YES;
+        break;
+      case GLP_NOFEAS:
+#if DEBUG_ATS || VERBOSE_ATS
+        GNUNET_log (error_kind, "%s problem has no %sfeasible solution\n",
+            problem,  (0==strcmp(problem,"LP")?"":"integer "));
+#endif
+        break;
+      case GLP_INFEAS:
+#if DEBUG_ATS || VERBOSE_ATS
+        GNUNET_log (error_kind, "%s problem is infeasible \n", problem);
+#endif
+        break;
+      case GLP_UNBND:
+#if DEBUG_ATS || VERBOSE_ATS
+        GNUNET_log (error_kind, "%s problem is unbounded \n", problem);
+#endif
+      default:
+        break;
+  }
+return cont;
+}
+
+void ats_update_problem_cr (struct ATS_Handle * ats)
+{
+#if !HAVE_LIBGLPK
+  GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ATS not active\n");
+  return;
+#endif
+
+    int array_index;
+    int row_index;
+    int c, c2;
+    double ct_max, ct_min;
+
+    int *ja    = GNUNET_malloc ((1 + ats->internal.c_mechs*2 + 3 +
+        available_quality_metrics) * sizeof (int));
+    double *ar = GNUNET_malloc ((1 + ats->internal.c_mechs*2 + 3 +
+        available_quality_metrics) * sizeof (double));
+
+    GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "Updating problem quality metrics\n");
+    row_index = ats->internal.begin_cr;
+    array_index = 1;
+
+    for (c=0; c<available_ressources; c++)
+    {
+      ct_max = ressources[c].c_max;
+      ct_min = ressources[c].c_min;
+#if VERBOSE_ATS
+      GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "bounds [row]=[%i] %f..%f\n",
+          row_index,
+          ct_min,
+          ct_max);
+#endif
+      _lp_set_row_bnds(ats->prob, row_index, GLP_DB, ct_min, ct_max);
+      for (c2=1; c2<=ats->internal.c_mechs; c2++)
+      {
+          double value = 0;
+          GNUNET_assert (ats->mechanisms[c2].addr != NULL);
+          GNUNET_assert (ats->mechanisms[c2].peer != NULL);
+
+          ja[array_index] = c2;
+          value = ats->mechanisms[c2].ressources[c].c;
+          ar[array_index] = value;
+#if VERBOSE_ATS
+          GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "[index]=[%i]: [%i,%i]=%f \n",
+              array_index,
+              row_index,
+              ja[array_index],
+              ar[array_index]);
+#endif
+          array_index++;
+      }
+      _lp_set_mat_row (ats->prob, row_index, array_index, ja, ar);
+      row_index ++;
+    }
+    GNUNET_free_non_null (ja);
+    GNUNET_free_non_null (ar);
+
+}
+
+void ats_set_logging_options (struct ATS_Handle * ats,
+                              int minimum_addresses,
+                              int minimum_peers,
+                              int overwrite_dump,
+                              int log_solution,
+                              int log_problem)
+{
+  if (ats == NULL)
+    return;
+
+  ats->dump_min_addr = minimum_addresses;
+  ats->dump_min_peers = minimum_peers;
+  ats->dump_overwrite = overwrite_dump;
+  ats->save_mlp = log_problem;
+  ats->save_solution = log_solution;
+}
+
+#if 0
+static void ats_update_problem_qm_TEST ()
+{
+    int row_index;
+    int c
+    int c2;
+    int c_old;
+    int changed = 0;
+
+    int old_ja[ats->internal.c_mechs + 2];
+    double old_ar[ats->internal.c_mechs + 2];
+
+    int *ja    = GNUNET_malloc ((1 + ats->internal.c_mechs*2 + 3 +
+        available_quality_metrics) * sizeof (int));
+    double *ar = GNUNET_malloc ((1 + ats->internal.c_mechs*2 + 3 +
+        available_quality_metrics) * sizeof (double));
+#if DEBUG_ATS
+    GNUNET_log (GNUNET_ERROR_TYPE_ERROR,
+        "Updating problem quality metrics TEST\n");
+#endif
+    if (ats->internal.begin_qm >0)
+        row_index = ats->internal.begin_qm;
+    else
+        return;
+    for (c=0; c<available_quality_metrics; c++)
+    {
+      c_old = _lp_get_mat_row (ats->prob, row_index, old_ja, old_ar);
+      _lp_set_row_bnds(ats->prob, row_index, GLP_FX, 0.0, 0.0);
+      for (c2=1; c2<=c_old; c2++)
+      {
+        ja[c2] = old_ja[c2];
+        if ((changed < 3) && (c2>2) && (old_ar[c2] != -1))
+        {
+          ar[c2] = old_ar[c2] + 5 - changed;
+          changed ++;
+        }
+        else
+          ar[c2] = old_ar[c2];
+#if VERBOSE_ATS
+        GNUNET_log (GNUNET_ERROR_TYPE_ERROR,
+            "[index]=[%i]: old [%i,%i]=%f  new [%i,%i]=%f\n",
+            c2,
+            row_index,
+            old_ja[c2],
+            old_ar[c2],
+            row_index,
+            ja[c2],
+            ar[c2]);
+#endif
+       }
+     _lp_set_mat_row (ats->prob, row_index, c_old, ja, ar);
+     row_index ++;
+    }
+    GNUNET_free_non_null (ja);
+    GNUNET_free_non_null (ar);
+}
+#endif
+
+
+
+/* end of transport_ats.c */
+




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