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-rw-r--r--src/ats/gnunet-service-ats_addresses_mlp.c1736
1 files changed, 1736 insertions, 0 deletions
diff --git a/src/ats/gnunet-service-ats_addresses_mlp.c b/src/ats/gnunet-service-ats_addresses_mlp.c
new file mode 100644
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--- /dev/null
+++ b/src/ats/gnunet-service-ats_addresses_mlp.c
@@ -0,0 +1,1736 @@
+/*
+ This file is part of GNUnet.
+ (C) 2011 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 ats/gnunet-service-ats_addresses_mlp.c
+ * @brief ats mlp problem solver
+ * @author Matthias Wachs
+ * @author Christian Grothoff
+ */
+#include "platform.h"
+#include "gnunet_util_lib.h"
+#include "gnunet-service-ats_addresses.h"
+#include "gnunet-service-ats_addresses_mlp.h"
+#include "gnunet_statistics_service.h"
+#include "glpk.h"
+
+#define WRITE_MLP GNUNET_NO
+#define DEBUG_ATS GNUNET_NO
+#define VERBOSE_GLPK GNUNET_NO
+
+#define ENABLE_C8 GNUNET_YES
+#define ENABLE_C9 GNUNET_YES
+/**
+ * Translate glpk solver error codes to text
+ * @param retcode return code
+ * @return string with result
+ */
+const char *
+mlp_solve_to_string (int retcode)
+{
+ switch (retcode) {
+ case 0:
+ return "ok";
+ break;
+ case GLP_EBADB:
+ return "invalid basis";
+ break;
+ case GLP_ESING:
+ return "singular matrix";
+ break;
+ case GLP_ECOND:
+ return "ill-conditioned matrix";
+ break;
+ case GLP_EBOUND:
+ return "invalid bounds";
+ break;
+ case GLP_EFAIL:
+ return "solver failed";
+ break;
+ case GLP_EOBJLL:
+ return "objective lower limit reached";
+ break;
+ case GLP_EOBJUL:
+ return "objective upper limit reached";
+ break;
+ case GLP_EITLIM:
+ return "iteration limit exceeded";
+ break;
+ case GLP_ETMLIM:
+ return "time limit exceeded";
+ break;
+ case GLP_ENOPFS:
+ return "no primal feasible solution";
+ break;
+ case GLP_EROOT:
+ return "root LP optimum not provided";
+ break;
+ case GLP_ESTOP:
+ return "search terminated by application";
+ break;
+ case GLP_EMIPGAP:
+ return "relative mip gap tolerance reached";
+ break;
+ case GLP_ENOFEAS:
+ return "no dual feasible solution";
+ break;
+ case GLP_ENOCVG:
+ return "no convergence";
+ break;
+ case GLP_EINSTAB:
+ return "numerical instability";
+ break;
+ case GLP_EDATA:
+ return "invalid data";
+ break;
+ case GLP_ERANGE:
+ return "result out of range";
+ break;
+ default:
+ GNUNET_break (0);
+ return "unknown error";
+ break;
+ }
+ GNUNET_break (0);
+ return "unknown error";
+}
+
+
+/**
+ * Translate glpk status error codes to text
+ * @param retcode return code
+ * @return string with result
+ */
+const char *
+mlp_status_to_string (int retcode)
+{
+ switch (retcode) {
+ case GLP_UNDEF:
+ return "solution is undefined";
+ break;
+ case GLP_FEAS:
+ return "solution is feasible";
+ break;
+ case GLP_INFEAS:
+ return "solution is infeasible";
+ break;
+ case GLP_NOFEAS:
+ return "no feasible solution exists";
+ break;
+ case GLP_OPT:
+ return "solution is optimal";
+ break;
+ case GLP_UNBND:
+ return "solution is unbounded";
+ break;
+ default:
+ GNUNET_break (0);
+ return "unknown error";
+ break;
+ }
+ GNUNET_break (0);
+ return "unknown error";
+}
+
+/**
+ * Translate ATS properties to text
+ * Just intended for debugging
+ *
+ * @param ats_index the ATS index
+ * @return string with result
+ */
+const char *
+mlp_ats_to_string (int ats_index)
+{
+ switch (ats_index) {
+ case GNUNET_ATS_ARRAY_TERMINATOR:
+ return "GNUNET_ATS_ARRAY_TERMINATOR";
+ break;
+ case GNUNET_ATS_UTILIZATION_UP:
+ return "GNUNET_ATS_UTILIZATION_UP";
+ break;
+ case GNUNET_ATS_UTILIZATION_DOWN:
+ return "GNUNET_ATS_UTILIZATION_DOWN";
+ break;
+ case GNUNET_ATS_COST_LAN:
+ return "GNUNET_ATS_COST_LAN";
+ break;
+ case GNUNET_ATS_COST_WAN:
+ return "GNUNET_ATS_COST_LAN";
+ break;
+ case GNUNET_ATS_COST_WLAN:
+ return "GNUNET_ATS_COST_WLAN";
+ break;
+ case GNUNET_ATS_NETWORK_TYPE:
+ return "GNUNET_ATS_NETWORK_TYPE";
+ break;
+ case GNUNET_ATS_QUALITY_NET_DELAY:
+ return "GNUNET_ATS_QUALITY_NET_DELAY";
+ break;
+ case GNUNET_ATS_QUALITY_NET_DISTANCE:
+ return "GNUNET_ATS_QUALITY_NET_DISTANCE";
+ break;
+ default:
+ return "unknown";
+ break;
+ }
+ GNUNET_break (0);
+ return "unknown error";
+}
+
+/**
+ * Find a peer in the DLL
+ *
+ * @param mlp the mlp handle
+ * @param peer the peer to find
+ * @return the peer struct
+ */
+static struct ATS_Peer *
+mlp_find_peer (struct GAS_MLP_Handle *mlp, const struct GNUNET_PeerIdentity *peer)
+{
+ struct ATS_Peer *res = mlp->peer_head;
+ while (res != NULL)
+ {
+ if (0 == memcmp (peer, &res->id, sizeof (struct GNUNET_PeerIdentity)))
+ break;
+ res = res->next;
+ }
+ return res;
+}
+
+/**
+ * Intercept GLPK terminal output
+ * @param info the mlp handle
+ * @param s the string to print
+ * @return 0: glpk prints output on terminal, 0 != surpress output
+ */
+static int
+mlp_term_hook (void *info, const char *s)
+{
+ /* Not needed atm struct MLP_information *mlp = info; */
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "%s", s);
+ return 1;
+}
+
+/**
+ * Delete the MLP problem and free the constrain matrix
+ *
+ * @param mlp the MLP handle
+ */
+static void
+mlp_delete_problem (struct GAS_MLP_Handle *mlp)
+{
+ if (mlp != NULL)
+ {
+ if (mlp->prob != NULL)
+ glp_delete_prob(mlp->prob);
+
+ /* delete row index */
+ if (mlp->ia != NULL)
+ {
+ GNUNET_free (mlp->ia);
+ mlp->ia = NULL;
+ }
+
+ /* delete column index */
+ if (mlp->ja != NULL)
+ {
+ GNUNET_free (mlp->ja);
+ mlp->ja = NULL;
+ }
+
+ /* delete coefficients */
+ if (mlp->ar != NULL)
+ {
+ GNUNET_free (mlp->ar);
+ mlp->ar = NULL;
+ }
+ mlp->ci = 0;
+ mlp->prob = NULL;
+ }
+}
+
+/**
+ * Add constraints that are iterating over "forall addresses"
+ * and collects all existing peers for "forall peers" constraints
+ *
+ * @param cls GAS_MLP_Handle
+ * @param key Hashcode
+ * @param value ATS_Address
+ *
+ * @return GNUNET_OK to continue
+ */
+static int
+create_constraint_it (void *cls, const GNUNET_HashCode * key, void *value)
+{
+ struct GAS_MLP_Handle *mlp = cls;
+ struct ATS_Address *address = value;
+ struct MLP_information *mlpi;
+ unsigned int row_index;
+ char *name;
+
+ GNUNET_assert (address->mlp_information != NULL);
+ mlpi = (struct MLP_information *) address->mlp_information;
+
+ /* c 1) bandwidth capping
+ * b_t + (-M) * n_t <= 0
+ */
+ row_index = glp_add_rows (mlp->prob, 1);
+ mlpi->r_c1 = row_index;
+ /* set row name */
+ GNUNET_asprintf(&name, "c1_%s_%s", GNUNET_i2s(&address->peer), address->plugin);
+ glp_set_row_name (mlp->prob, row_index, name);
+ GNUNET_free (name);
+ /* set row bounds: <= 0 */
+ glp_set_row_bnds (mlp->prob, row_index, GLP_UP, 0.0, 0.0);
+ mlp->ia[mlp->ci] = row_index;
+ mlp->ja[mlp->ci] = mlpi->c_b;
+ mlp->ar[mlp->ci] = 1;
+ mlp->ci++;
+
+ mlp->ia[mlp->ci] = row_index;
+ mlp->ja[mlp->ci] = mlpi->c_n;
+ mlp->ar[mlp->ci] = -mlp->BIG_M;
+ mlp->ci++;
+
+ /* c 3) minimum bandwidth
+ * b_t + (-n_t * b_min) >= 0
+ */
+
+ row_index = glp_add_rows (mlp->prob, 1);
+ /* set row name */
+ GNUNET_asprintf(&name, "c3_%s_%s", GNUNET_i2s(&address->peer), address->plugin);
+ glp_set_row_name (mlp->prob, row_index, name);
+ GNUNET_free (name);
+ mlpi->r_c3 = row_index;
+ /* set row bounds: >= 0 */
+ glp_set_row_bnds (mlp->prob, row_index, GLP_LO, 0.0, 0.0);
+
+ mlp->ia[mlp->ci] = row_index;
+ mlp->ja[mlp->ci] = mlpi->c_b;
+ mlp->ar[mlp->ci] = 1;
+ mlp->ci++;
+
+ mlp->ia[mlp->ci] = row_index;
+ mlp->ja[mlp->ci] = mlpi->c_n;
+ mlp->ar[mlp->ci] = - (double) mlp->b_min;
+ mlp->ci++;
+
+ /* c 4) minimum connections
+ * (1)*n_1 + ... + (1)*n_m >= n_min
+ */
+ mlp->ia[mlp->ci] = mlp->r_c4;
+ mlp->ja[mlp->ci] = mlpi->c_n;
+ mlp->ar[mlp->ci] = 1;
+ mlp->ci++;
+
+ /* c 6) maximize diversity
+ * (1)*n_1 + ... + (1)*n_m - d == 0
+ */
+ mlp->ia[mlp->ci] = mlp->r_c6;
+ mlp->ja[mlp->ci] = mlpi->c_n;
+ mlp->ar[mlp->ci] = 1;
+ mlp->ci++;
+
+ /* c 10) obey network specific quotas
+ * (1)*b_1 + ... + (1)*b_m <= quota_n
+ */
+
+ int cur_row = 0;
+ int c;
+ for (c = 0; c < GNUNET_ATS_NetworkTypeCount; c++)
+ {
+ if (mlp->quota_index[c] == address->atsp_network_type)
+ {
+ cur_row = mlp->r_quota[c];
+ break;
+ }
+ }
+
+ if (cur_row != 0)
+ {
+ mlp->ia[mlp->ci] = cur_row;
+ mlp->ja[mlp->ci] = mlpi->c_b;
+ mlp->ar[mlp->ci] = 1;
+ mlp->ci++;
+ }
+ else
+ {
+ GNUNET_break (0);
+ }
+
+ return GNUNET_OK;
+}
+
+/**
+ * Find the required ATS information for an address
+ *
+ * @param addr the address
+ * @param ats_index the desired ATS index
+ *
+ * @return the index on success, otherwise GNUNET_SYSERR
+ */
+
+static int
+mlp_lookup_ats (struct ATS_Address *addr, int ats_index)
+{
+ struct GNUNET_ATS_Information * ats = addr->ats;
+ int c = 0;
+ int found = GNUNET_NO;
+ for (c = 0; c < addr->ats_count; c++)
+ {
+ if (ats[c].type == ats_index)
+ {
+ found = GNUNET_YES;
+ break;
+ }
+ }
+ if (found == GNUNET_YES)
+ return c;
+ else
+ return GNUNET_SYSERR;
+}
+
+/**
+ * Adds the problem constraints for all addresses
+ * Required for problem recreation after address deletion
+ *
+ * @param mlp the mlp handle
+ * @param addresses all addresses
+ */
+
+static void
+mlp_add_constraints_all_addresses (struct GAS_MLP_Handle *mlp, struct GNUNET_CONTAINER_MultiHashMap * addresses)
+{
+ unsigned int n_addresses;
+ int c;
+ char *name;
+
+ /* Problem matrix*/
+ n_addresses = GNUNET_CONTAINER_multihashmap_size(addresses);
+
+ /* Required indices in the constrain matrix
+ *
+ * feasibility constraints:
+ *
+ * c 1) bandwidth capping
+ * #rows: |n_addresses|
+ * #indices: 2 * |n_addresses|
+ *
+ * c 2) one active address per peer
+ * #rows: |peers|
+ * #indices: |n_addresses|
+ *
+ * c 3) minium bandwidth assigned
+ * #rows: |n_addresses|
+ * #indices: 2 * |n_addresses|
+ *
+ * c 4) minimum number of active connections
+ * #rows: 1
+ * #indices: |n_addresses|
+ *
+ * c 5) maximum ressource consumption
+ * #rows: |ressources|
+ * #indices: |n_addresses|
+ *
+ * c 10) obey network specific quota
+ * #rows: |network types
+ * #indices: |n_addresses|
+ *
+ * Sum for feasibility constraints:
+ * #rows: 3 * |n_addresses| + |ressources| + |peers| + 1
+ * #indices: 7 * |n_addresses|
+ *
+ * optimality constraints:
+ *
+ * c 6) diversity
+ * #rows: 1
+ * #indices: |n_addresses| + 1
+ *
+ * c 7) quality
+ * #rows: |quality properties|
+ * #indices: |n_addresses| + |quality properties|
+ *
+ * c 8) utilization
+ * #rows: 1
+ * #indices: |n_addresses| + 1
+ *
+ * c 9) relativity
+ * #rows: |peers|
+ * #indices: |n_addresses| + |peers|
+ * */
+
+ /* last +1 caused by glpk index starting with one: [1..pi]*/
+ int pi = ((7 * n_addresses) + (5 * n_addresses + mlp->m_q + mlp->c_p + 2) + 1);
+ mlp->cm_size = pi;
+ mlp->ci = 1;
+
+ /* row index */
+ int *ia = GNUNET_malloc (pi * sizeof (int));
+ mlp->ia = ia;
+
+ /* column index */
+ int *ja = GNUNET_malloc (pi * sizeof (int));
+ mlp->ja = ja;
+
+ /* coefficient */
+ double *ar= GNUNET_malloc (pi * sizeof (double));
+ mlp->ar = ar;
+
+ /* Adding constraint rows
+ * This constraints are kind of "for all addresses"
+ * Feasibility constraints:
+ *
+ * c 1) bandwidth capping
+ * c 3) minimum bandwidth
+ * c 4) minimum number of connections
+ * c 6) maximize diversity
+ * c 10) obey network specific quota
+ */
+
+ int min = mlp->n_min;
+ if (mlp->n_min > mlp->c_p)
+ min = mlp->c_p;
+
+ mlp->r_c4 = glp_add_rows (mlp->prob, 1);
+ glp_set_row_name (mlp->prob, mlp->r_c4, "c4");
+ glp_set_row_bnds (mlp->prob, mlp->r_c4, GLP_LO, min, min);
+
+ /* Add row for c6) */
+
+ mlp->r_c6 = glp_add_rows (mlp->prob, 1);
+ /* Set type type to fix */
+ glp_set_row_bnds (mlp->prob, mlp->r_c6, GLP_FX, 0.0, 0.0);
+ /* Setting -D */
+ ia[mlp->ci] = mlp->r_c6 ;
+ ja[mlp->ci] = mlp->c_d;
+ ar[mlp->ci] = -1;
+ mlp->ci++;
+
+ /* Add rows for c 10) */
+ for (c = 0; c < GNUNET_ATS_NetworkTypeCount; c++)
+ {
+ mlp->r_quota[c] = glp_add_rows (mlp->prob, 1);
+ char * text;
+ GNUNET_asprintf(&text, "quota_ats_%i", mlp->quota_index[c]);
+ glp_set_row_name (mlp->prob, mlp->r_quota[c], text);
+ GNUNET_free (text);
+ /* Set bounds to 0 <= x <= quota_out */
+ glp_set_row_bnds (mlp->prob, mlp->r_quota[c], GLP_UP, 0.0, mlp->quota_out[c]);
+ }
+
+ GNUNET_CONTAINER_multihashmap_iterate (addresses, create_constraint_it, mlp);
+
+ /* Adding constraint rows
+ * This constraints are kind of "for all peers"
+ * Feasibility constraints:
+ *
+ * c 2) 1 address per peer
+ * sum (n_p1_1 + ... + n_p1_n) = 1
+ *
+ * c 8) utilization
+ * sum (f_p * b_p1_1 + ... + f_p * b_p1_n) - u = 0
+ *
+ * c 9) relativity
+ * V p : sum (bt_1 + ... +bt_n) - f_p * r = 0
+ * */
+
+ /* Adding rows for c 8) */
+ mlp->r_c8 = glp_add_rows (mlp->prob, mlp->c_p);
+ glp_set_row_name (mlp->prob, mlp->r_c8, "c8");
+ /* Set row bound == 0 */
+ glp_set_row_bnds (mlp->prob, mlp->r_c8, GLP_FX, 0.0, 0.0);
+ /* -u */
+
+ ia[mlp->ci] = mlp->r_c8;
+ ja[mlp->ci] = mlp->c_u;
+ ar[mlp->ci] = -1;
+ mlp->ci++;
+
+ struct ATS_Peer * peer = mlp->peer_head;
+ while (peer != NULL)
+ {
+ struct ATS_Address *addr = peer->head;
+ struct MLP_information *mlpi = NULL;
+
+ /* Adding rows for c 2) */
+ peer->r_c2 = glp_add_rows (mlp->prob, 1);
+ GNUNET_asprintf(&name, "c2_%s", GNUNET_i2s(&peer->id));
+ glp_set_row_name (mlp->prob, peer->r_c2, name);
+ GNUNET_free (name);
+ /* Set row bound == 1 */
+ glp_set_row_bnds (mlp->prob, peer->r_c2, GLP_FX, 1.0, 1.0);
+
+ /* Adding rows for c 9) */
+#if ENABLE_C9
+ peer->r_c9 = glp_add_rows (mlp->prob, 1);
+ GNUNET_asprintf(&name, "c9_%s", GNUNET_i2s(&peer->id));
+ glp_set_row_name (mlp->prob, peer->r_c9, name);
+ GNUNET_free (name);
+ /* Set row bound == 0 */
+ glp_set_row_bnds (mlp->prob, peer->r_c9, GLP_LO, 0.0, 0.0);
+
+ /* Set -r */
+ ia[mlp->ci] = peer->r_c9;
+ ja[mlp->ci] = mlp->c_r;
+ ar[mlp->ci] = -1;
+ mlp->ci++;
+#endif
+
+ while (addr != NULL)
+ {
+ mlpi = (struct MLP_information *) addr->mlp_information;
+
+ /* coefficient for c 2) */
+
+ ia[mlp->ci] = peer->r_c2;
+ ja[mlp->ci] = mlpi->c_n;
+ ar[mlp->ci] = 1;
+ mlp->ci++;
+
+ /* coefficient for c 8) */
+ ia[mlp->ci] = mlp->r_c8;
+ ja[mlp->ci] = mlpi->c_b;
+ ar[mlp->ci] = peer->f;
+ mlp->ci++;
+
+#if ENABLE_C9
+ /* coefficient for c 9) */
+ ia[mlp->ci] = peer->r_c9;
+ ja[mlp->ci] = mlpi->c_b;
+ ar[mlp->ci] = 1;
+ mlp->ci++;
+#endif
+
+ addr = addr->next;
+ }
+ peer = peer->next;
+ }
+
+ /* c 7) For all quality metrics */
+
+
+ for (c = 0; c < mlp->m_q; c++)
+ {
+ struct ATS_Peer *tp;
+ struct ATS_Address *ta;
+ struct MLP_information * mlpi;
+ double value = 1.0;
+
+ /* Adding rows for c 7) */
+ mlp->r_q[c] = glp_add_rows (mlp->prob, 1);
+ GNUNET_asprintf(&name, "c7_q%i_%s", c, mlp_ats_to_string(mlp->q[c]));
+ glp_set_row_name (mlp->prob, mlp->r_q[c], name);
+ GNUNET_free (name);
+ /* Set row bound == 0 */
+ glp_set_row_bnds (mlp->prob, mlp->r_q[c], GLP_LO, 0.0, 0.0);
+
+ ia[mlp->ci] = mlp->r_q[c];
+ ja[mlp->ci] = mlp->c_q[c];
+ ar[mlp->ci] = -1;
+ mlp->ci++;
+
+ for (tp = mlp->peer_head; tp != NULL; tp = tp->next)
+ for (ta = tp->head; ta != NULL; ta = ta->next)
+ {
+ mlpi = ta->mlp_information;
+ value = mlpi->q_averaged[c];
+
+ mlpi->r_q[c] = mlp->r_q[c];
+
+ ia[mlp->ci] = mlp->r_q[c];
+ ja[mlp->ci] = mlpi->c_b;
+ ar[mlp->ci] = tp->f * value;
+ mlp->ci++;
+ }
+ }
+}
+
+
+/**
+ * Add columns for all addresses
+ *
+ * @param cls GAS_MLP_Handle
+ * @param key Hashcode
+ * @param value ATS_Address
+ *
+ * @return GNUNET_OK to continue
+ */
+static int
+create_columns_it (void *cls, const GNUNET_HashCode * key, void *value)
+{
+ struct GAS_MLP_Handle *mlp = cls;
+ struct ATS_Address *address = value;
+ struct MLP_information *mlpi;
+ unsigned int col;
+ char *name;
+
+ GNUNET_assert (address->mlp_information != NULL);
+ mlpi = address->mlp_information;
+
+ /* Add bandwidth column */
+ col = glp_add_cols (mlp->prob, 2);
+ mlpi->c_b = col;
+ mlpi->c_n = col + 1;
+
+
+ GNUNET_asprintf (&name, "b_%s_%s", GNUNET_i2s (&address->peer), address->plugin);
+ glp_set_col_name (mlp->prob, mlpi->c_b , name);
+ GNUNET_free (name);
+ /* Lower bound == 0 */
+ glp_set_col_bnds (mlp->prob, mlpi->c_b , GLP_LO, 0.0, 0.0);
+ /* Continuous value*/
+ glp_set_col_kind (mlp->prob, mlpi->c_b , GLP_CV);
+ /* Objective function coefficient == 0 */
+ glp_set_obj_coef (mlp->prob, mlpi->c_b , 0);
+
+
+ /* Add usage column */
+ GNUNET_asprintf (&name, "n_%s_%s", GNUNET_i2s (&address->peer), address->plugin);
+ glp_set_col_name (mlp->prob, mlpi->c_n, name);
+ GNUNET_free (name);
+ /* Limit value : 0 <= value <= 1 */
+ glp_set_col_bnds (mlp->prob, mlpi->c_n, GLP_DB, 0.0, 1.0);
+ /* Integer value*/
+ glp_set_col_kind (mlp->prob, mlpi->c_n, GLP_IV);
+ /* Objective function coefficient == 0 */
+ glp_set_obj_coef (mlp->prob, mlpi->c_n, 0);
+
+ return GNUNET_OK;
+}
+
+
+
+/**
+ * Create the MLP problem
+ *
+ * @param mlp the MLP handle
+ * @param addresses the hashmap containing all adresses
+ * @return GNUNET_OK or GNUNET_SYSERR
+ */
+static int
+mlp_create_problem (struct GAS_MLP_Handle *mlp, struct GNUNET_CONTAINER_MultiHashMap * addresses)
+{
+ int res = GNUNET_OK;
+ int col;
+ int c;
+ char *name;
+
+ GNUNET_assert (mlp->prob == NULL);
+
+ /* create the glpk problem */
+ mlp->prob = glp_create_prob ();
+
+ /* Set a problem name */
+ glp_set_prob_name (mlp->prob, "gnunet ats bandwidth distribution");
+
+ /* Set optimization direction to maximize */
+ glp_set_obj_dir (mlp->prob, GLP_MAX);
+
+ /* Adding invariant columns */
+
+ /* Diversity d column */
+
+ col = glp_add_cols (mlp->prob, 1);
+ mlp->c_d = col;
+ /* Column name */
+ glp_set_col_name (mlp->prob, col, "d");
+ /* Column objective function coefficient */
+ glp_set_obj_coef (mlp->prob, col, mlp->co_D);
+ /* Column lower bound = 0.0 */
+ glp_set_col_bnds (mlp->prob, col, GLP_LO, 0.0, 0.0);
+
+ /* Utilization u column */
+
+ col = glp_add_cols (mlp->prob, 1);
+ mlp->c_u = col;
+ /* Column name */
+ glp_set_col_name (mlp->prob, col, "u");
+ /* Column objective function coefficient */
+ glp_set_obj_coef (mlp->prob, col, mlp->co_U);
+ /* Column lower bound = 0.0 */
+ glp_set_col_bnds (mlp->prob, col, GLP_LO, 0.0, 0.0);
+
+#if ENABLE_C9
+ /* Relativity r column */
+ col = glp_add_cols (mlp->prob, 1);
+ mlp->c_r = col;
+ /* Column name */
+ glp_set_col_name (mlp->prob, col, "r");
+ /* Column objective function coefficient */
+ glp_set_obj_coef (mlp->prob, col, mlp->co_R);
+ /* Column lower bound = 0.0 */
+ glp_set_col_bnds (mlp->prob, col, GLP_LO, 0.0, 0.0);
+#endif
+
+ /* Quality metric columns */
+ col = glp_add_cols(mlp->prob, mlp->m_q);
+ for (c = 0; c < mlp->m_q; c++)
+ {
+ mlp->c_q[c] = col + c;
+ GNUNET_asprintf (&name, "q_%u", mlp->q[c]);
+ glp_set_col_name (mlp->prob, col + c, name);
+ /* Column lower bound = 0.0 */
+ glp_set_col_bnds (mlp->prob, col + c, GLP_LO, 0.0, 0.0);
+ GNUNET_free (name);
+ /* Coefficient == Qm */
+ glp_set_obj_coef (mlp->prob, col + c, mlp->co_Q[c]);
+ }
+
+ /* Add columns for addresses */
+ GNUNET_CONTAINER_multihashmap_iterate (addresses, create_columns_it, mlp);
+
+ /* Add constraints */
+ mlp_add_constraints_all_addresses (mlp, addresses);
+
+ /* Load the matrix */
+ glp_load_matrix(mlp->prob, (mlp->ci-1), mlp->ia, mlp->ja, mlp->ar);
+
+ return res;
+}
+
+/**
+ * Solves the LP problem
+ *
+ * @param mlp the MLP Handle
+ * @return GNUNET_OK if could be solved, GNUNET_SYSERR on failure
+ */
+static int
+mlp_solve_lp_problem (struct GAS_MLP_Handle *mlp)
+{
+ int res;
+ struct GNUNET_TIME_Relative duration;
+ struct GNUNET_TIME_Absolute end;
+ struct GNUNET_TIME_Absolute start = GNUNET_TIME_absolute_get();
+
+ /* LP presolver?
+ * Presolver is required if the problem was modified and an existing
+ * valid basis is now invalid */
+ if (mlp->presolver_required == GNUNET_YES)
+ mlp->control_param_lp.presolve = GLP_ON;
+ else
+ mlp->control_param_lp.presolve = GLP_OFF;
+
+ /* Solve LP problem to have initial valid solution */
+lp_solv:
+ res = glp_simplex(mlp->prob, &mlp->control_param_lp);
+ if (res == 0)
+ {
+ /* The LP problem instance has been successfully solved. */
+ }
+ else if (res == GLP_EITLIM)
+ {
+ /* simplex iteration limit has been exceeded. */
+ // TODO Increase iteration limit?
+ }
+ else if (res == GLP_ETMLIM)
+ {
+ /* Time limit has been exceeded. */
+ // TODO Increase time limit?
+ }
+ else
+ {
+ /* Problem was ill-defined, retry with presolver */
+ if (mlp->presolver_required == GNUNET_NO)
+ {
+ mlp->presolver_required = GNUNET_YES;
+ goto lp_solv;
+ }
+ else
+ {
+ /* Problem was ill-defined, no way to handle that */
+ GNUNET_log_from (GNUNET_ERROR_TYPE_DEBUG,
+ "ats-mlp",
+ "Solving LP problem failed: %i %s\n", res, mlp_solve_to_string(res));
+ return GNUNET_SYSERR;
+ }
+ }
+
+ end = GNUNET_TIME_absolute_get ();
+ duration = GNUNET_TIME_absolute_get_difference (start, end);
+ mlp->lp_solved++;
+ mlp->lp_total_duration =+ duration.rel_value;
+
+ GNUNET_STATISTICS_update (mlp->stats,"# LP problem solved", 1, GNUNET_NO);
+ GNUNET_STATISTICS_set (mlp->stats,"# LP execution time", duration.rel_value, GNUNET_NO);
+ GNUNET_STATISTICS_set (mlp->stats,"# LP execution time average",
+ mlp->lp_total_duration / mlp->lp_solved, GNUNET_NO);
+
+
+ /* Analyze problem status */
+ res = glp_get_status (mlp->prob);
+ switch (res) {
+ /* solution is optimal */
+ case GLP_OPT:
+ /* solution is feasible */
+ case GLP_FEAS:
+ break;
+
+ /* Problem was ill-defined, no way to handle that */
+ default:
+ GNUNET_log_from (GNUNET_ERROR_TYPE_DEBUG,
+ "ats-mlp",
+ "Solving LP problem failed, no solution: %s\n", mlp_status_to_string(res));
+ return GNUNET_SYSERR;
+ break;
+ }
+
+ /* solved sucessfully, no presolver required next time */
+ mlp->presolver_required = GNUNET_NO;
+
+ return GNUNET_OK;
+}
+
+
+/**
+ * Solves the MLP problem
+ *
+ * @param mlp the MLP Handle
+ * @return GNUNET_OK if could be solved, GNUNET_SYSERR on failure
+ */
+int
+mlp_solve_mlp_problem (struct GAS_MLP_Handle *mlp)
+{
+ int res;
+ struct GNUNET_TIME_Relative duration;
+ struct GNUNET_TIME_Absolute end;
+ struct GNUNET_TIME_Absolute start = GNUNET_TIME_absolute_get();
+
+ /* solve MLP problem */
+ res = glp_intopt(mlp->prob, &mlp->control_param_mlp);
+
+ if (res == 0)
+ {
+ /* The MLP problem instance has been successfully solved. */
+ }
+ else if (res == GLP_EITLIM)
+ {
+ /* simplex iteration limit has been exceeded. */
+ // TODO Increase iteration limit?
+ }
+ else if (res == GLP_ETMLIM)
+ {
+ /* Time limit has been exceeded. */
+ // TODO Increase time limit?
+ }
+ else
+ {
+ /* Problem was ill-defined, no way to handle that */
+ GNUNET_log_from (GNUNET_ERROR_TYPE_DEBUG,
+ "ats-mlp",
+ "Solving MLP problem failed: %s\n", mlp_solve_to_string(res));
+ return GNUNET_SYSERR;
+ }
+
+ end = GNUNET_TIME_absolute_get ();
+ duration = GNUNET_TIME_absolute_get_difference (start, end);
+ mlp->mlp_solved++;
+ mlp->mlp_total_duration =+ duration.rel_value;
+
+ GNUNET_STATISTICS_update (mlp->stats,"# MLP problem solved", 1, GNUNET_NO);
+ GNUNET_STATISTICS_set (mlp->stats,"# MLP execution time", duration.rel_value, GNUNET_NO);
+ GNUNET_STATISTICS_set (mlp->stats,"# MLP execution time average",
+ mlp->mlp_total_duration / mlp->mlp_solved, GNUNET_NO);
+
+ /* Analyze problem status */
+ res = glp_mip_status(mlp->prob);
+ switch (res) {
+ /* solution is optimal */
+ case GLP_OPT:
+ /* solution is feasible */
+ case GLP_FEAS:
+ break;
+
+ /* Problem was ill-defined, no way to handle that */
+ default:
+ GNUNET_log_from (GNUNET_ERROR_TYPE_DEBUG,
+ "ats-mlp",
+ "Solving MLP problem failed, %s\n\n", mlp_status_to_string(res));
+ return GNUNET_SYSERR;
+ break;
+ }
+
+ return GNUNET_OK;
+}
+
+int GAS_mlp_solve_problem (struct GAS_MLP_Handle *mlp);
+
+static void
+mlp_scheduler (void *cls, const struct GNUNET_SCHEDULER_TaskContext *tc)
+{
+ struct GAS_MLP_Handle *mlp = cls;
+
+ mlp->mlp_task = GNUNET_SCHEDULER_NO_TASK;
+
+ if (0 != (tc->reason & GNUNET_SCHEDULER_REASON_SHUTDOWN))
+ return;
+
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Scheduled problem solving\n");
+
+ if (mlp->addr_in_problem != 0)
+ GAS_mlp_solve_problem(mlp);
+}
+
+
+/**
+ * Solves the MLP problem
+ *
+ * @param mlp the MLP Handle
+ * @return GNUNET_OK if could be solved, GNUNET_SYSERR on failure
+ */
+int
+GAS_mlp_solve_problem (struct GAS_MLP_Handle *mlp)
+{
+ int res;
+ mlp->last_execution = GNUNET_TIME_absolute_get ();
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Problem solving\n");
+
+
+#if WRITE_MLP
+ char * name;
+ static int i;
+ i++;
+ GNUNET_asprintf(&name, "problem_%i", i);
+ glp_write_lp (mlp->prob, 0, name);
+ GNUNET_free (name);
+# endif
+
+ res = mlp_solve_lp_problem (mlp);
+
+#if WRITE_MLP
+ GNUNET_asprintf(&name, "problem_%i_lp_solution", i);
+ glp_print_sol (mlp->prob, name);
+ GNUNET_free (name);
+# endif
+
+ if (res != GNUNET_OK)
+ {
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "LP Problem solving failed\n");
+
+ return GNUNET_SYSERR;
+ }
+
+ res = mlp_solve_mlp_problem (mlp);
+
+#if WRITE_MLP
+ GNUNET_asprintf(&name, "problem_%i_mlp_solution", i);
+ glp_print_mip (mlp->prob, name);
+ GNUNET_free (name);
+# endif
+ if (res != GNUNET_OK)
+ {
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "MLP Problem solving failed\n");
+
+ return GNUNET_SYSERR;
+ }
+
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Problem solved\n");
+ /* Process result */
+ struct ATS_Peer *p = NULL;
+ struct ATS_Address *a = NULL;
+ struct MLP_information *mlpi = NULL;
+
+ for (p = mlp->peer_head; p != NULL; p = p->next)
+ {
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Peer `%s'\n", GNUNET_i2s (&p->id));
+ for (a = p->head; a != NULL; a = a->next)
+ {
+ double b = 0.0;
+ double n = 0.0;
+
+ mlpi = a->mlp_information;
+
+ b = glp_mip_col_val(mlp->prob, mlpi->c_b);
+ mlpi->b = b;
+
+ n = glp_mip_col_val(mlp->prob, mlpi->c_n);
+ if (n == 1.0)
+ mlpi->n = GNUNET_YES;
+ else
+ mlpi->n = GNUNET_NO;
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "\tAddress %s %f\n",
+ (n == 1.0) ? "[x]" : "[ ]", b);
+ }
+ }
+
+ if (mlp->mlp_task != GNUNET_SCHEDULER_NO_TASK)
+ {
+ GNUNET_SCHEDULER_cancel(mlp->mlp_task);
+ mlp->mlp_task = GNUNET_SCHEDULER_NO_TASK;
+ }
+ mlp->mlp_task = GNUNET_SCHEDULER_add_delayed (mlp->exec_interval, &mlp_scheduler, mlp);
+ return res;
+}
+
+/**
+ * Init the MLP problem solving component
+ *
+ * @param cfg the GNUNET_CONFIGURATION_Handle handle
+ * @param stats the GNUNET_STATISTICS handle
+ * @param max_duration maximum numbers of iterations for the LP/MLP Solver
+ * @param max_iterations maximum time limit for the LP/MLP Solver
+ * @return struct GAS_MLP_Handle * on success, NULL on fail
+ */
+struct GAS_MLP_Handle *
+GAS_mlp_init (const struct GNUNET_CONFIGURATION_Handle *cfg,
+ const struct GNUNET_STATISTICS_Handle *stats,
+ struct GNUNET_TIME_Relative max_duration,
+ unsigned int max_iterations)
+{
+ struct GAS_MLP_Handle * mlp = GNUNET_malloc (sizeof (struct GAS_MLP_Handle));
+
+ double D;
+ double R;
+ double U;
+ long long unsigned int tmp;
+ unsigned int b_min;
+ unsigned int n_min;
+ struct GNUNET_TIME_Relative i_exec;
+ int c;
+
+ /* Init GLPK environment */
+ GNUNET_assert (glp_init_env() == 0);
+
+ /* Create initial MLP problem */
+ mlp->prob = glp_create_prob();
+ GNUNET_assert (mlp->prob != NULL);
+
+ mlp->BIG_M = (double) (UINT32_MAX) /10;
+
+ /* Get diversity coefficient from configuration */
+ if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_size (cfg, "ats",
+ "COEFFICIENT_D",
+ &tmp))
+ D = (double) tmp / 100;
+ else
+ D = 1.0;
+
+ /* Get proportionality coefficient from configuration */
+ if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_size (cfg, "ats",
+ "COEFFICIENT_R",
+ &tmp))
+ R = (double) tmp / 100;
+ else
+ R = 1.0;
+
+ /* Get utilization coefficient from configuration */
+ if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_size (cfg, "ats",
+ "COEFFICIENT_U",
+ &tmp))
+ U = (double) tmp / 100;
+ else
+ U = 1.0;
+
+ /* Get quality metric coefficients from configuration */
+ int i_delay = -1;
+ int i_distance = -1;
+ int q[GNUNET_ATS_QualityPropertiesCount] = GNUNET_ATS_QualityProperties;
+ for (c = 0; c < GNUNET_ATS_QualityPropertiesCount; c++)
+ {
+ /* initialize quality coefficients with default value 1.0 */
+ mlp->co_Q[c] = 1.0;
+
+ mlp->q[c] = q[c];
+ if (q[c] == GNUNET_ATS_QUALITY_NET_DELAY)
+ i_delay = c;
+ if (q[c] == GNUNET_ATS_QUALITY_NET_DISTANCE)
+ i_distance = c;
+ }
+
+ if ((i_delay != -1) && (GNUNET_OK == GNUNET_CONFIGURATION_get_value_size (cfg, "ats",
+ "COEFFICIENT_QUALITY_DELAY",
+ &tmp)))
+
+ mlp->co_Q[i_delay] = (double) tmp / 100;
+ else
+ mlp->co_Q[i_delay] = 1.0;
+
+ if ((i_distance != -1) && (GNUNET_OK == GNUNET_CONFIGURATION_get_value_size (cfg, "ats",
+ "COEFFICIENT_QUALITY_DISTANCE",
+ &tmp)))
+ mlp->co_Q[i_distance] = (double) tmp / 100;
+ else
+ mlp->co_Q[i_distance] = 1.0;
+
+ /* Get minimum bandwidth per used address from configuration */
+ if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_size (cfg, "ats",
+ "MIN_BANDWIDTH",
+ &tmp))
+ b_min = tmp;
+ else
+ {
+ b_min = ntohl (GNUNET_CONSTANTS_DEFAULT_BW_IN_OUT.value__);
+ }
+
+ /* Get minimum number of connections from configuration */
+ if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_size (cfg, "ats",
+ "MIN_CONNECTIONS",
+ &tmp))
+ n_min = tmp;
+ else
+ n_min = 4;
+
+ /* Init network quotas */
+ int quotas[GNUNET_ATS_NetworkTypeCount] = GNUNET_ATS_NetworkType;
+ for (c = 0; c < GNUNET_ATS_NetworkTypeCount; c++)
+ {
+ mlp->quota_index[c] = quotas[c];
+ static char * entry_in = NULL;
+ static char * entry_out = NULL;
+ unsigned long long quota_in = 0;
+ unsigned long long quota_out = 0;
+
+ switch (quotas[c]) {
+ case GNUNET_ATS_NET_UNSPECIFIED:
+ entry_out = "UNSPECIFIED_QUOTA_OUT";
+ entry_in = "UNSPECIFIED_QUOTA_IN";
+ break;
+ case GNUNET_ATS_NET_LOOPBACK:
+ entry_out = "LOOPBACK_QUOTA_OUT";
+ entry_in = "LOOPBACK_QUOTA_IN";
+ break;
+ case GNUNET_ATS_NET_LAN:
+ entry_out = "LAN_QUOTA_OUT";
+ entry_in = "LAN_QUOTA_IN";
+ break;
+ case GNUNET_ATS_NET_WAN:
+ entry_out = "WAN_QUOTA_OUT";
+ entry_in = "WAN_QUOTA_IN";
+ break;
+ case GNUNET_ATS_NET_WLAN:
+ entry_out = "WLAN_QUOTA_OUT";
+ entry_in = "WLAN_QUOTA_IN";
+ break;
+ default:
+ break;
+ }
+
+ if ((entry_in == NULL) || (entry_out == NULL))
+ continue;
+
+ if (GNUNET_SYSERR == GNUNET_CONFIGURATION_get_value_size (cfg, "ats", entry_out, &quota_out))
+ {
+ quota_out = mlp->BIG_M;
+ }
+ if (GNUNET_SYSERR == GNUNET_CONFIGURATION_get_value_size (cfg, "ats", entry_in, &quota_in))
+ {
+ quota_in = mlp->BIG_M;
+ }
+ /* Check if defined quota could make problem unsolvable */
+ if ((n_min * b_min) > quota_out)
+ {
+ GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "Inconsistent quota configuration value `%s': " \
+ "outbound quota (%u Bps) too small for combination of minimum connections and minimum bandwidth per peer (%u * %u Bps = %u)\n", entry_out, quota_out, n_min, b_min, n_min * b_min);
+ unsigned int default_min = ntohl (GNUNET_CONSTANTS_DEFAULT_BW_IN_OUT.value__);
+ if ((quota_out / n_min) > default_min)
+ {
+ GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "Reducing minimum bandwidth per peer to %u Bps\n",
+ (quota_out / n_min));
+ b_min = (quota_out / n_min);
+ }
+ else
+ {
+ GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "Reducing minimum bandwidth per peer to %u Bps and minimum connections to %u \n",
+ default_min, (quota_out / default_min));
+ b_min = default_min;
+ n_min = (quota_out / default_min);
+ }
+ }
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Found `%s' quota %llu and `%s' quota %llu\n",
+ entry_out, quota_out, entry_in, quota_in);
+ mlp->quota_out[c] = quota_out;
+ mlp->quota_in[c] = quota_in;
+ }
+
+ /* Get minimum number of connections from configuration */
+ if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_time (cfg, "ats",
+ "ATS_EXEC_INTERVAL",
+ &i_exec))
+ mlp->exec_interval = i_exec;
+ else
+ mlp->exec_interval = GNUNET_TIME_relative_multiply(GNUNET_TIME_UNIT_SECONDS, 30);
+
+ mlp->stats = (struct GNUNET_STATISTICS_Handle *) stats;
+ mlp->max_iterations = max_iterations;
+ mlp->max_exec_duration = max_duration;
+ mlp->auto_solve = GNUNET_YES;
+
+ /* Redirect GLPK output to GNUnet logging */
+ glp_error_hook((void *) mlp, &mlp_term_hook);
+
+ /* Init LP solving parameters */
+ glp_init_smcp(&mlp->control_param_lp);
+
+ mlp->control_param_lp.msg_lev = GLP_MSG_OFF;
+#if VERBOSE_GLPK
+ mlp->control_param_lp.msg_lev = GLP_MSG_ALL;
+#endif
+
+ mlp->control_param_lp.it_lim = max_iterations;
+ mlp->control_param_lp.tm_lim = max_duration.rel_value;
+
+ /* Init MLP solving parameters */
+ glp_init_iocp(&mlp->control_param_mlp);
+
+ mlp->control_param_mlp.msg_lev = GLP_MSG_OFF;
+#if VERBOSE_GLPK
+ mlp->control_param_mlp.msg_lev = GLP_MSG_ALL;
+#endif
+ mlp->control_param_mlp.tm_lim = max_duration.rel_value;
+
+ mlp->last_execution = GNUNET_TIME_absolute_get_forever();
+
+ mlp->co_D = D;
+ mlp->co_R = R;
+ mlp->co_U = U;
+ mlp->b_min = b_min;
+ mlp->n_min = n_min;
+ mlp->m_q = GNUNET_ATS_QualityPropertiesCount;
+
+ return mlp;
+}
+
+static void
+update_quality (struct GAS_MLP_Handle *mlp, struct ATS_Address * address)
+{
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Updating quality metrics for peer `%s'\n",
+ GNUNET_i2s (&address->peer));
+
+ struct MLP_information *mlpi = address->mlp_information;
+ struct GNUNET_ATS_Information *ats = address->ats;
+ GNUNET_assert (mlpi != NULL);
+
+ int c;
+
+ for (c = 0; c < GNUNET_ATS_QualityPropertiesCount; c++)
+ {
+ int index = mlp_lookup_ats(address, mlp->q[c]);
+
+ if (index == GNUNET_SYSERR)
+ continue;
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Updating address for peer `%s' value `%s': %f\n",
+ GNUNET_i2s (&address->peer),
+ mlp_ats_to_string(mlp->q[c]),
+ (double) ats[index].value);
+
+ int i = mlpi->q_avg_i[c];
+ double * qp = mlpi->q[c];
+ qp[i] = (double) ats[index].value;
+
+ int t;
+ for (t = 0; t < MLP_AVERAGING_QUEUE_LENGTH; t++)
+ {
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Peer `%s': `%s' queue[%u]: %f\n",
+ GNUNET_i2s (&address->peer),
+ mlp_ats_to_string(mlp->q[c]),
+ t,
+ qp[t]);
+ }
+
+ if (mlpi->q_avg_i[c] + 1 < (MLP_AVERAGING_QUEUE_LENGTH))
+ mlpi->q_avg_i[c] ++;
+ else
+ mlpi->q_avg_i[c] = 0;
+
+
+ int c2;
+ int c3;
+ double avg = 0.0;
+ switch (mlp->q[c])
+ {
+ case GNUNET_ATS_QUALITY_NET_DELAY:
+ c3 = 0;
+ for (c2 = 0; c2 < MLP_AVERAGING_QUEUE_LENGTH; c2++)
+ {
+ if (mlpi->q[c][c2] != -1)
+ {
+ double * t2 = mlpi->q[c] ;
+ avg += t2[c2];
+ c3 ++;
+ }
+ }
+ if (c3 > 0)
+ /* avg = 1 / ((q[0] + ... + q[l]) /c3) => c3 / avg*/
+ mlpi->q_averaged[c] = (double) c3 / avg;
+ else
+ mlpi->q_averaged[c] = 0.0;
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Peer `%s': `%s' average sum: %f, average: %f, weight: %f\n",
+ GNUNET_i2s (&address->peer),
+ mlp_ats_to_string(mlp->q[c]),
+ avg,
+ avg / (double) c3,
+ mlpi->q_averaged[c]);
+
+ break;
+ case GNUNET_ATS_QUALITY_NET_DISTANCE:
+ c3 = 0;
+ for (c2 = 0; c2 < MLP_AVERAGING_QUEUE_LENGTH; c2++)
+ {
+ if (mlpi->q[c][c2] != -1)
+ {
+ double * t2 = mlpi->q[c] ;
+ avg += t2[c2];
+ c3 ++;
+ }
+ }
+ if (c3 > 0)
+ /* avg = 1 / ((q[0] + ... + q[l]) /c3) => c3 / avg*/
+ mlpi->q_averaged[c] = (double) c3 / avg;
+ else
+ mlpi->q_averaged[c] = 0.0;
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Peer `%s': `%s' average sum: %f, average: %f, weight: %f\n",
+ GNUNET_i2s (&address->peer),
+ mlp_ats_to_string(mlp->q[c]),
+ avg,
+ avg / (double) c3,
+ mlpi->q_averaged[c]);
+
+ break;
+ default:
+ break;
+ }
+
+ if ((mlpi->c_b != 0) && (mlpi->r_q[c] != 0))
+ {
+
+ /* Get current number of columns */
+ int found = GNUNET_NO;
+ int cols = glp_get_num_cols(mlp->prob);
+ int *ind = GNUNET_malloc (cols * sizeof (int) + 1);
+ double *val = GNUNET_malloc (cols * sizeof (double) + 1);
+
+ /* Get the matrix row of quality */
+ int length = glp_get_mat_row(mlp->prob, mlp->r_q[c], ind, val);
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "cols %i, length %i c_b %i\n", cols, length, mlpi->c_b);
+ int c4;
+ /* Get the index if matrix row of quality */
+ for (c4 = 1; c4 <= length; c4++ )
+ {
+ if (mlpi->c_b == ind[c4])
+ {
+ /* Update the value */
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Updating quality `%s' column `%s' row `%s' : %f -> %f\n",
+ mlp_ats_to_string(mlp->q[c]),
+ glp_get_col_name (mlp->prob, ind[c4]),
+ glp_get_row_name (mlp->prob, mlp->r_q[c]),
+ val[c4],
+ mlpi->q_averaged[c]);
+ val[c4] = mlpi->q_averaged[c];
+ found = GNUNET_YES;
+ break;
+ }
+ }
+
+ if (found == GNUNET_NO)
+ {
+
+ ind[length+1] = mlpi->c_b;
+ val[length+1] = mlpi->q_averaged[c];
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "%i ind[%i] val[%i]: %i %f\n", length+1, length+1, length+1, mlpi->c_b, mlpi->q_averaged[c]);
+ glp_set_mat_row (mlp->prob, mlpi->r_q[c], length+1, ind, val);
+ }
+ else
+ {
+ /* Get the index if matrix row of quality */
+ glp_set_mat_row (mlp->prob, mlpi->r_q[c], length, ind, val);
+ }
+
+ GNUNET_free (ind);
+ GNUNET_free (val);
+ }
+ }
+}
+
+/**
+ * Updates a single address in the MLP problem
+ *
+ * If the address did not exist before in the problem:
+ * The MLP problem has to be recreated and the problem has to be resolved
+ *
+ * Otherwise the addresses' values can be updated and the existing base can
+ * be reused
+ *
+ * @param mlp the MLP Handle
+ * @param addresses the address hashmap
+ * the address has to be already removed from the hashmap
+ * @param address the address to update
+ */
+void
+GAS_mlp_address_update (struct GAS_MLP_Handle *mlp, struct GNUNET_CONTAINER_MultiHashMap * addresses, struct ATS_Address *address)
+{
+ int new;
+ struct MLP_information *mlpi;
+
+ GNUNET_STATISTICS_update (mlp->stats,"# LP address updates", 1, GNUNET_NO);
+
+ /* We add a new address */
+ if (address->mlp_information == NULL)
+ new = GNUNET_YES;
+ else
+ new = GNUNET_NO;
+
+ /* Do the update */
+ if (new == GNUNET_YES)
+ {
+ mlpi = GNUNET_malloc (sizeof (struct MLP_information));
+
+ int c;
+ for (c = 0; c < GNUNET_ATS_QualityPropertiesCount; c++)
+ {
+ int c2;
+ mlpi->r_q[c] = 0;
+ for (c2 = 0; c2 < MLP_AVERAGING_QUEUE_LENGTH; c2++)
+ mlpi->q[c][c2] = -1.0; /* -1.0: invalid value */
+ mlpi->q_avg_i[c] = 0;
+ mlpi->q_averaged[c] = 0.0;
+ }
+
+ address->mlp_information = mlpi;
+ mlp->addr_in_problem ++;
+
+ /* Check for and add peer */
+ struct ATS_Peer *peer = mlp_find_peer (mlp, &address->peer);
+ if (peer == NULL)
+ {
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Adding new peer `%s'\n",
+ GNUNET_i2s (&address->peer));
+
+ peer = GNUNET_malloc (sizeof (struct ATS_Peer));
+ peer->head = NULL;
+ peer->tail = NULL;
+
+ int c;
+ for (c = 0; c < GNUNET_ATS_QualityPropertiesCount; c++)
+ {
+ peer->f_q[c] = 1.0;
+ }
+ peer->f = 1.0;
+
+ memcpy (&peer->id, &address->peer, sizeof (struct GNUNET_PeerIdentity));
+ GNUNET_assert(address->prev == NULL);
+ GNUNET_assert(address->next == NULL);
+ GNUNET_CONTAINER_DLL_insert (peer->head, peer->tail, address);
+ GNUNET_CONTAINER_DLL_insert (mlp->peer_head, mlp->peer_tail, peer);
+ mlp->c_p ++;
+ }
+ else
+ {
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Adding address to peer `%s'\n",
+ GNUNET_i2s (&address->peer));
+
+ GNUNET_CONTAINER_DLL_insert (peer->head, peer->tail, address);
+ }
+
+ update_quality (mlp, address);
+ }
+ else
+ {
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Updating existing address to peer `%s'\n",
+ GNUNET_i2s (&address->peer));
+
+ update_quality (mlp, address);
+ }
+
+ /* Recalculate */
+ if (new == GNUNET_YES)
+ {
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Recreating problem: new address\n");
+
+ mlp_delete_problem (mlp);
+ mlp_create_problem (mlp, addresses);
+ mlp->presolver_required = GNUNET_YES;
+ }
+ if (mlp->auto_solve == GNUNET_YES)
+ GAS_mlp_solve_problem (mlp);
+}
+
+/**
+ * Deletes a single address in the MLP problem
+ *
+ * The MLP problem has to be recreated and the problem has to be resolved
+ *
+ * @param mlp the MLP Handle
+ * @param addresses the address hashmap
+ * the address has to be already removed from the hashmap
+ * @param address the address to delete
+ */
+void
+GAS_mlp_address_delete (struct GAS_MLP_Handle *mlp, struct GNUNET_CONTAINER_MultiHashMap * addresses, struct ATS_Address *address)
+{
+ GNUNET_STATISTICS_update (mlp->stats,"# LP address deletions", 1, GNUNET_NO);
+
+ /* Free resources */
+ if (address->mlp_information != NULL)
+ {
+ GNUNET_free (address->mlp_information);
+ address->mlp_information = NULL;
+
+ mlp->addr_in_problem --;
+ }
+
+ /* Remove from peer list */
+ struct ATS_Peer *head = mlp_find_peer (mlp, &address->peer);
+ GNUNET_assert (head != NULL);
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Deleting address for `%s'\n", GNUNET_i2s (&address->peer));
+
+ GNUNET_CONTAINER_DLL_remove (head->head, head->tail, address);
+ if ((head->head == NULL) && (head->tail == NULL))
+ {
+ /* No address for peer left, remove peer */
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Deleting peer `%s'\n", GNUNET_i2s (&address->peer));
+
+ GNUNET_CONTAINER_DLL_remove (mlp->peer_head, mlp->peer_tail, head);
+ GNUNET_free (head);
+ mlp->c_p --;
+ }
+
+ /* Update problem */
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Recreating problem: new address\n");
+
+ mlp_delete_problem (mlp);
+ if ((GNUNET_CONTAINER_multihashmap_size (addresses) > 0) && (mlp->c_p > 0))
+ {
+ mlp_create_problem (mlp, addresses);
+
+ /* Recalculate */
+ mlp->presolver_required = GNUNET_YES;
+ if (mlp->auto_solve == GNUNET_YES)
+ GAS_mlp_solve_problem (mlp);
+ }
+}
+
+static int
+mlp_get_preferred_address_it (void *cls, const GNUNET_HashCode * key, void *value)
+{
+
+ struct ATS_PreferedAddress *aa = (struct ATS_PreferedAddress *) cls;
+ struct ATS_Address *addr = value;
+ struct MLP_information *mlpi = addr->mlp_information;
+ if (mlpi == NULL)
+ return GNUNET_YES;
+ if (mlpi->n == GNUNET_YES)
+ {
+ aa->address = addr;
+ if (mlpi->b > (double) UINT32_MAX)
+ aa->bandwidth_out = UINT32_MAX;
+ else
+ aa->bandwidth_out = (uint32_t) mlpi->b;
+ aa->bandwidth_in = 0;
+ return GNUNET_NO;
+ }
+ return GNUNET_YES;
+}
+
+
+/**
+ * Get the preferred address for a specific peer
+ *
+ * @param mlp the MLP Handle
+ * @param addresses address hashmap
+ * @param peer the peer
+ * @return suggested address
+ */
+struct ATS_PreferedAddress *
+GAS_mlp_get_preferred_address (struct GAS_MLP_Handle *mlp,
+ struct GNUNET_CONTAINER_MultiHashMap * addresses,
+ const struct GNUNET_PeerIdentity *peer)
+{
+ struct ATS_PreferedAddress * aa = GNUNET_malloc (sizeof (struct ATS_PreferedAddress));
+ aa->address = NULL;
+ aa->bandwidth_in = 0;
+ aa->bandwidth_out = 0;
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "Getting preferred address for `%s'\n", GNUNET_i2s (peer));
+ GNUNET_CONTAINER_multihashmap_get_multiple (addresses, &peer->hashPubKey, mlp_get_preferred_address_it, aa);
+ return aa;
+}
+
+
+/**
+ * Changes the preferences for a peer in the MLP problem
+ *
+ * @param mlp the MLP Handle
+ * @param peer the peer
+ * @param kind the kind to change the preference
+ * @param score the score
+ */
+void
+GAS_mlp_address_change_preference (struct GAS_MLP_Handle *mlp,
+ const struct GNUNET_PeerIdentity *peer,
+ enum GNUNET_ATS_PreferenceKind kind,
+ float score)
+{
+ GNUNET_STATISTICS_update (mlp->stats,"# LP address preference changes", 1, GNUNET_NO);
+
+ struct ATS_Peer *p = mlp_find_peer (mlp, peer);
+ p = p;
+ /* Here we have to do the matching */
+}
+
+/**
+ * Shutdown the MLP problem solving component
+ * @param mlp the MLP handle
+ */
+void
+GAS_mlp_done (struct GAS_MLP_Handle *mlp)
+{
+ struct ATS_Peer * peer;
+ struct ATS_Peer * tmp;
+
+ GNUNET_assert (mlp != NULL);
+
+ if (mlp->mlp_task != GNUNET_SCHEDULER_NO_TASK)
+ {
+ GNUNET_SCHEDULER_cancel(mlp->mlp_task);
+ mlp->mlp_task = GNUNET_SCHEDULER_NO_TASK;
+ }
+
+ /* clean up peer list */
+ peer = mlp->peer_head;
+ while (peer != NULL)
+ {
+ GNUNET_CONTAINER_DLL_remove(mlp->peer_head, mlp->peer_tail, peer);
+ tmp = peer->next;
+ GNUNET_free (peer);
+ peer = tmp;
+ }
+ mlp_delete_problem (mlp);
+
+ /* Clean up GLPK environment */
+ glp_free_env();
+
+ GNUNET_free (mlp);
+}
+
+
+/* end of gnunet-service-ats_addresses_mlp.c */