/*
- 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.
-*/
+ 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-solver_ril.c
* @author Matthias Wachs
*/
#include "platform.h"
+#include "float.h"
#include "gnunet_util_lib.h"
#include "gnunet-service-ats_addresses.h"
#include "gnunet_statistics_service.h"
#define RIL_DEFAULT_STEP_TIME GNUNET_TIME_relative_multiply (GNUNET_TIME_UNIT_MILLISECONDS, 3000)
+#define RIL_DEFAULT_ALGORITHM RIL_ALGO_Q
#define RIL_DEFAULT_DISCOUNT_FACTOR 0.5
#define RIL_DEFAULT_GRADIENT_STEP_SIZE 0.4
#define RIL_DEFAULT_TRACE_DECAY 0.6
+#define RIL_EXPLORE_RATIO 0.1
/**
* ATS reinforcement learning solver
* General description
*/
+enum RIL_Action_Type
+{
+ RIL_ACTION_BW_IN_DBL = 0,
+ RIL_ACTION_BW_OUT_DBL = 1,
+ RIL_ACTION_BW_IN_HLV = 2,
+ RIL_ACTION_BW_OUT_HLV = 3,
+ RIL_ACTION_TYPE_NUM = 4
+};
+//TODO! add the rest of the actions
+
+enum RIL_Algorithm
+{
+ RIL_ALGO_SARSA = 0,
+ RIL_ALGO_Q = 1
+};
+
+enum RIL_E_Modification
+{
+ RIL_E_SET, RIL_E_ZERO, RIL_E_ACCUMULATE, RIL_E_REPLACE
+};
+
/**
* Global learning parameters
*/
struct RIL_Learning_Parameters
{
- /**
- * Learning discount factor in the TD-update
- */
- float gamma;
-
- /**
- * Gradient-descent step-size
- */
- float alpha;
-
- /**
- * Trace-decay factor for eligibility traces
- */
- float lambda;
+ /**
+ * The TD-algorithm to use
+ */
+ enum RIL_Algorithm algorithm;
+
+ /**
+ * Learning discount factor in the TD-update
+ */
+ float gamma;
+
+ /**
+ * Gradient-descent step-size
+ */
+ float alpha;
+
+ /**
+ * Trace-decay factor for eligibility traces
+ */
+ float lambda;
};
struct RIL_Peer_Agent
{
- /**
- * Next agent in solver's linked list
- */
- struct RIL_Peer_Agent *next;
-
- /**
- * Previous agent in solver's linked list
- */
- struct RIL_Peer_Agent *prev;
-
- /**
- * Peer ID
- */
- struct GNUNET_PeerIdentity peer;
-
- /**
- * Experience matrix W
- */
- double ** W;
-
- /**
- * Last perceived state feature vector
- */
- double * s_t;
-
- /**
- * Last chosen action
- */
- double * a_t;
-
- /**
- * Last eligibility trace vector
- */
- double * e_t;
+ /**
+ * Next agent in solver's linked list
+ */
+ struct RIL_Peer_Agent *next;
+
+ /**
+ * Previous agent in solver's linked list
+ */
+ struct RIL_Peer_Agent *prev;
+
+ /**
+ * Environment handle
+ */
+ struct GAS_RIL_Handle *envi;
+
+ /**
+ * Peer ID
+ */
+ struct GNUNET_PeerIdentity peer;
+
+ /**
+ * Whether the agent is active or not
+ */
+ int active;
+
+ /**
+ * Number of performed time-steps
+ */
+ unsigned long long step_count;
+
+ /**
+ * Experience matrix W
+ */
+ double ** W;
+
+ /**
+ * Number of rows of W / Number of state-vector features
+ */
+ int m;
+
+ /**
+ * Number of columns of W / Number of actions
+ */
+ int n;
+
+ /**
+ * Last perceived state feature vector
+ */
+ double * s_old;
+
+ /**
+ * Last chosen action
+ */
+ int a_old;
+
+ /**
+ * Eligibility trace vector
+ */
+ double * e;
+
+ /**
+ * Address in use
+ */
+ struct ATS_Address * address;
+
+ /**
+ * Inbound bandwidth assigned by the agent
+ */
+ unsigned long long bw_in;
+
+ /**
+ * Outbound bandwidth assigned by the agent
+ */
+ unsigned long long bw_out;
};
struct RIL_Network
{
- /**
- * ATS network type
- */
- unsigned int type;
-
- /**
- * Network description
- */
- char *desc;
-
- /**
- * Total available inbound bandwidth
- */
- unsigned long long bw_in_available;
-
- /**
- * Total assigned outbound bandwidth
- */
- unsigned long long bw_in_assigned;
-
- /**
- * Total available outbound bandwidth
- */
- unsigned long long bw_out_available;
-
- /**
- * Total assigned outbound bandwidth
- */
- unsigned long long bw_out_assigned;
+ /**
+ * ATS network type
+ */
+ enum GNUNET_ATS_Network_Type type;
+
+ /**
+ * Total available inbound bandwidth
+ */
+ unsigned long long bw_in_available;
+
+ /**
+ * Total assigned outbound bandwidth
+ */
+ unsigned long long bw_in_assigned;
+
+ /**
+ * Total available outbound bandwidth
+ */
+ unsigned long long bw_out_available;
+
+ /**
+ * Total assigned outbound bandwidth
+ */
+ unsigned long long bw_out_assigned;
};
struct RIL_Callbacks
{
- /**
- * Bandwidth changed callback
- */
- GAS_bandwidth_changed_cb bw_changed;
-
- /**
- * Bandwidth changed callback cls
- */
- void *bw_changed_cls;
-
- /**
- * ATS function to get preferences
- */
- GAS_get_preferences get_preferences;
-
- /**
- * Closure for ATS function to get preferences
- */
- void *get_preferences_cls;
-
- /**
- * ATS function to get properties
- */
- GAS_get_properties get_properties;
-
- /**
- * Closure for ATS function to get properties
- */
- void *get_properties_cls;
+ /**
+ * Bandwidth changed callback
+ */
+ GAS_bandwidth_changed_cb bw_changed;
+
+ /**
+ * Bandwidth changed callback cls
+ */
+ void *bw_changed_cls;
+
+ /**
+ * ATS function to get preferences
+ */
+ GAS_get_preferences get_preferences;
+
+ /**
+ * Closure for ATS function to get preferences
+ */
+ void *get_preferences_cls;
+
+ /**
+ * ATS function to get properties
+ */
+ GAS_get_properties get_properties;
+
+ /**
+ * Closure for ATS function to get properties
+ */
+ void *get_properties_cls;
};
/**
*/
struct GAS_RIL_Handle
{
- /**
- * Statistics handle
- */
- struct GNUNET_STATISTICS_Handle *stats;
-
- /**
- * Hashmap containing all valid addresses
- */
- const struct GNUNET_CONTAINER_MultiHashMap *addresses;
-
- /**
- * Callbacks for the solver
- */
- struct RIL_Callbacks callbacks;
-
- /**
- * Bulk lock
- */
- int bulk_lock;
-
- /**
- * Number of changes while solver was locked
- */
- int bulk_requests;
-
- /**
- * Number of performed time-steps
- */
- unsigned long long step_count;
-
- /**
- * Interval time between steps in milliseconds //TODO put in agent
- */
- struct GNUNET_TIME_Relative step_time;
-
- /**
- * Task identifier of the next time-step to be executed //TODO put in agent
- */
- GNUNET_SCHEDULER_TaskIdentifier next_step;
-
- /**
- * Learning parameters
- */
- struct RIL_Learning_Parameters parameters;
-
- /**
- * Array of networks with global assignment state
- */
- struct RIL_Network * network_entries;
-
- /**
- * Networks count
- */
- unsigned int networks_count;
-
- /**
- * List of active peer-agents
- */
- struct RIL_Peer_Agent * agents_active_head;
- struct RIL_Peer_Agent * agents_active_tail;
-
- /**
- * List of paused peer-agents
- */
- struct RIL_Peer_Agent * agents_paused_head;
- struct RIL_Peer_Agent * agents_paused_tail;
+ /**
+ * Statistics handle
+ */
+ struct GNUNET_STATISTICS_Handle *stats;
+
+ /**
+ * Hashmap containing all valid addresses
+ */
+ const struct GNUNET_CONTAINER_MultiHashMap *addresses;
+
+ /**
+ * Callbacks for the solver
+ */
+ struct RIL_Callbacks *callbacks;
+
+ /**
+ * Bulk lock
+ */
+ int bulk_lock;
+
+ /**
+ * Number of changes while solver was locked
+ */
+ int bulk_requests;
+
+ /**
+ * Number of performed time-steps
+ */
+ unsigned long long step_count;
+
+ /**
+ * Interval time between steps in milliseconds //TODO? put in agent
+ */
+ struct GNUNET_TIME_Relative step_time;
+
+ /**
+ * Task identifier of the next time-step to be executed //TODO? put in agent
+ */
+ GNUNET_SCHEDULER_TaskIdentifier next_step;
+
+ /**
+ * Learning parameters
+ */
+ struct RIL_Learning_Parameters parameters;
+
+ /**
+ * Array of networks with global assignment state
+ */
+ struct RIL_Network * network_entries;
+
+ /**
+ * Networks count
+ */
+ unsigned int networks_count;
+
+ /**
+ * List of active peer-agents
+ */
+ struct RIL_Peer_Agent * agents_head;
+ struct RIL_Peer_Agent * agents_tail;
};
+/**
+ * Private functions
+ * ---------------------------
+ */
+
+/**
+ * Estimate the current action-value for state s and action a
+ * @param agent agent performing the estimation
+ * @param state s
+ * @param action a
+ * @return estimation value
+ */
+static double
+agent_estimate_q (struct RIL_Peer_Agent *agent, double *state, int action)
+{
+ int i;
+ double result = 0;
-enum Actions
+ for (i = 0; i < agent->m; i++)
+ {
+ result += state[i] * agent->W[action][i];
+ }
+
+ return result;
+}
+
+/**
+ * Decide whether to do exploration (i.e. taking a new action) or exploitation (i.e. taking the
+ * currently estimated best action) in the current step
+ * @param agent agent performing the step
+ * @return yes, if exploring
+ */
+static int
+agent_decide_exploration (struct RIL_Peer_Agent *agent)
{
- bw_dbl,
- bw_hlv
-};
-//TODO add the rest of the actions
+ double r = (double) GNUNET_CRYPTO_random_u32 (GNUNET_CRYPTO_QUALITY_WEAK,
+ UINT32_MAX) / (double) UINT32_MAX;
+
+ if (r < RIL_EXPLORE_RATIO)
+ {
+ return GNUNET_YES;
+ }
+ return GNUNET_NO;
+}
/**
- * Private functions
- * ---------------------------
+ * Gets the action, with the maximal estimated Q-value (i.e. the one currently estimated to bring the
+ * most reward in the future)
+ * @param agent agent performing the calculation
+ * @param state the state from which to take the action
+ * @return the action promising most future reward
*/
+static int
+agent_get_action_best (struct RIL_Peer_Agent *agent, double *state)
+{
+ int i;
+ int max_i = -1;
+ double cur_q;
+ double max_q = -DBL_MAX;
+
+ for (i = 0; i < agent->n; i++)
+ {
+ cur_q = agent_estimate_q (agent, state, i);
+ if (cur_q > max_q)
+ {
+ max_q = cur_q;
+ max_i = i;
+ }
+ }
+
+ GNUNET_assert(-1 != max_i);
+
+ return max_i;
+}
-void
-agent_periodic_step (void *solver,
- const struct GNUNET_SCHEDULER_TaskContext *tc)
+/**
+ * Gets any action, to explore the action space from that state
+ * @param agent agent performing the calculation
+ * @param state the state from which to take the action
+ * @return any action
+ */
+static int
+agent_get_action_explore (struct RIL_Peer_Agent *agent, double *state)
+{
+ return GNUNET_CRYPTO_random_u32 (GNUNET_CRYPTO_QUALITY_WEAK, agent->n);
+}
+
+/**
+ * Updates the weights (i.e. coefficients) of the weight vector in matrix W for action a
+ * @param agent the agent performing the update
+ * @param reward the reward received for the last action
+ * @param s_next the new state, the last step got the agent into
+ * @param a_prime the new
+ */
+static void
+agent_update_weights (struct RIL_Peer_Agent *agent,
+ double reward,
+ double *s_next,
+ int a_prime)
+{
+ int i;
+ double delta;
+ double *theta = agent->W[agent->a_old];
+
+ delta = reward + agent_estimate_q (agent, s_next, a_prime)
+ - agent_estimate_q (agent, agent->s_old, agent->a_old);
+ for (i = 0; i < agent->m; i++)
+ {
+ theta[i] += agent->envi->parameters.alpha * delta * (agent->e)[i];
+ }
+}
+
+/**
+ * Changes the eligibility trace vector e in various manners:
+ * RIL_E_ACCUMULATE - adds 1 to each component as in accumulating eligibility traces
+ * RIL_E_REPLACE - resets each component to 1 as in replacing traces
+ * RIL_E_SET - multiplies e with gamma and lambda as in the update rule
+ * RIL_E_ZERO - sets e to 0 as in Watkin's Q-learning algorithm when exploring and when initializing
+ * @param agent
+ * @param mod
+ */
+static void
+agent_modify_eligibility (struct RIL_Peer_Agent *agent,
+ enum RIL_E_Modification mod)
+{
+ int i;
+ double *e = agent->e;
+ double gamma = agent->envi->parameters.gamma;
+ double lambda = agent->envi->parameters.lambda;
+
+ for (i = 0; i < agent->m; i++)
+ {
+ switch (mod)
+ {
+ case RIL_E_ACCUMULATE:
+ e[i] += 1;
+ break;
+ case RIL_E_REPLACE:
+ e[i] = 1;
+ break;
+ case RIL_E_SET:
+ e[i] = gamma * lambda;
+ break;
+ case RIL_E_ZERO:
+ e[i] = 0;
+ break;
+ }
+ }
+}
+
+static void
+envi_change_active_address (struct GAS_RIL_Handle *solver,
+ struct RIL_Peer_Agent *agent,
+ struct ATS_Address *new_address,
+ unsigned long long new_bw_in,
+ unsigned long long new_bw_out)
+{
+ int notify = GNUNET_NO;
+
+ if (agent->address != new_address)
+ {
+ agent->address->active = GNUNET_NO;
+ agent->address = new_address;
+ agent->address->active = GNUNET_YES;
+ agent->address->assigned_bw_in.value__ = htonl (agent->bw_in);
+ agent->address->assigned_bw_out.value__ = htonl (agent->bw_out);
+ notify |= GNUNET_YES;
+ }
+ if (agent->bw_in != new_bw_in)
+ {
+ agent->bw_in = new_bw_in;
+ agent->address->assigned_bw_in.value__ = htonl (new_bw_out);
+ notify |= GNUNET_YES;
+ }
+ if (agent->bw_out != new_bw_out)
+ {
+ agent->bw_out = new_bw_out;
+ agent->address->assigned_bw_out.value__ = htonl (new_bw_out);
+ notify |= GNUNET_YES;
+ }
+
+
+ if (notify)
+ {
+ solver->callbacks->bw_changed (solver->callbacks->bw_changed_cls,
+ agent->address);
+ }
+}
+
+/**
+ * Allocates a state vector and fills it with the features present
+ * @param solver the solver handle
+ * @return pointer to the state vector
+ */
+static double *
+envi_get_state (struct GAS_RIL_Handle *solver)
+{
+ int i;
+ struct RIL_Network *net;
+ double *state = GNUNET_malloc (sizeof (double) * solver->networks_count * 4);
+
+ for (i = 0; i < solver->networks_count; i++)
+ {
+ net = &solver->network_entries[i];
+ state[i*4 + 0] = (double) net->bw_in_assigned;
+ state[i*4 + 1] = (double) net->bw_in_available;
+ state[i*4 + 2] = (double) net->bw_out_assigned;
+ state[i*4 + 3] = (double) net->bw_out_available;
+ }
+
+ return state;
+}
+
+/**
+ * Gets the reward of the last performed step
+ * @param solver solver handle
+ * @return the reward
+ */
+static double
+envi_get_reward (struct GAS_RIL_Handle *solver, struct RIL_Peer_Agent *agent)
+{
+ //TODO! implement reward calculation
+
+ return (double) GNUNET_CRYPTO_random_u32 (GNUNET_CRYPTO_QUALITY_WEAK,
+ UINT32_MAX) / (double) UINT32_MAX;
+}
+
+static void
+envi_action_bw_double (struct GAS_RIL_Handle *solver,
+ struct RIL_Peer_Agent *agent,
+ int direction_in)
+{
+ if (direction_in)
+ {
+ envi_change_active_address(solver, agent, agent->address, agent->bw_in * 2, agent->bw_out);
+ }
+ else
+ {
+ envi_change_active_address(solver, agent, agent->address, agent->bw_in, agent->bw_out * 2);
+ }
+}
+
+static void
+envi_action_bw_halven (struct GAS_RIL_Handle *solver,
+ struct RIL_Peer_Agent *agent,
+ int direction_in)
+{
+ uint32_t min_bw = ntohl (GNUNET_CONSTANTS_DEFAULT_BW_IN_OUT.value__);
+ unsigned long long new_bw;
+
+ if (direction_in)
+ {
+ new_bw = agent->bw_in / 2;
+ if (new_bw < min_bw)
+ new_bw = min_bw;
+ envi_change_active_address(solver, agent, agent->address, new_bw, agent->bw_out);
+ }
+ else
+ {
+ new_bw = agent->bw_out / 2;
+ if (new_bw < min_bw)
+ new_bw = min_bw;
+ envi_change_active_address(solver, agent, agent->address, agent->bw_in, new_bw);
+ }
+}
+
+/**
+ * Puts the action into effect
+ * @param solver solver handle
+ * @param action action to perform by the solver
+ */
+static void
+envi_do_action (struct GAS_RIL_Handle *solver,
+ struct RIL_Peer_Agent *agent,
+ int action)
+{
+ switch (action)
+ {
+ case RIL_ACTION_BW_IN_DBL:
+ envi_action_bw_double (solver, agent, GNUNET_YES);
+ break;
+ case RIL_ACTION_BW_IN_HLV:
+ envi_action_bw_halven (solver, agent, GNUNET_YES);
+ break;
+ case RIL_ACTION_BW_OUT_DBL:
+ envi_action_bw_double (solver, agent, GNUNET_NO);
+ break;
+ case RIL_ACTION_BW_OUT_HLV:
+ envi_action_bw_halven (solver, agent, GNUNET_NO);
+ break;
+ }
+}
+
+/**
+ * Performs one step of the Markov Decision Process. Other than in the literature the step starts
+ * after having done the last action a_old. It observes the new state s_next and the reward
+ * received. Then the coefficient update is done according to the SARSA or Q-learning method. The
+ * next action is put into effect.
+ * @param agent the agent performing the step
+ */
+static void
+agent_step (struct RIL_Peer_Agent *agent)
{
- /*
- * iterate over active agents and do a time step
- */
- struct GAS_RIL_Handle *s = solver;
+ int a_next = -1;
+ double *s_next;
+ double reward;
+
+ s_next = envi_get_state (agent->envi);
+ reward = envi_get_reward (agent->envi, agent);
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "agent_step() with algorithm %s\n",
+ agent->envi->parameters.algorithm ? "Q" : "SARSA");
+
+ switch (agent->envi->parameters.algorithm)
+ {
+ case RIL_ALGO_SARSA:
+ agent_modify_eligibility (agent, RIL_E_SET);
+ if (agent_decide_exploration (agent))
+ {
+ a_next = agent_get_action_explore (agent, s_next);
+ }
+ else
+ {
+ a_next = agent_get_action_best (agent, s_next);
+ }
+ //updates weights with selected action (on-policy), if not first step
+ if (-1 != agent->a_old)
+ agent_update_weights (agent, reward, s_next, a_next);
+ break;
+
+ case RIL_ALGO_Q:
+ //updates weights with best action, disregarding actually selected action (off-policy), if not first step
+ a_next = agent_get_action_best (agent, s_next);
+ if (-1 != agent->a_old)
+ agent_update_weights (agent, reward, s_next, a_next);
+ if (agent_decide_exploration (agent))
+ {
+ a_next = agent_get_action_explore (agent, s_next);
+ agent_modify_eligibility (agent, RIL_E_ZERO);
+ }
+ else
+ {
+ a_next = agent_get_action_best (agent, s_next);
+ agent_modify_eligibility (agent, RIL_E_SET);
+ }
+ break;
+ }
+
+ GNUNET_assert(-1 != a_next);
+
+ agent_modify_eligibility (agent, RIL_E_ACCUMULATE);
+
+ envi_do_action (agent->envi, agent, a_next);
+
+ GNUNET_free(agent->s_old);
+ agent->s_old = s_next;
+ agent->a_old = a_next;
+
+ agent->step_count += 1;
+}
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "RIL step number %d\n", s->step_count);
+/**
+ * Cycles through all agents and lets the active ones do a step. Schedules the next step.
+ * @param solver the solver handle
+ * @param tc task context for the scheduler
+ */
+static void
+ril_periodic_step (void *cls, const struct GNUNET_SCHEDULER_TaskContext *tc)
+{
+ struct GAS_RIL_Handle *solver = cls;
+ struct RIL_Peer_Agent *cur;
+
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG, "RIL step number %d\n",
+ solver->step_count);
+
+ for (cur = solver->agents_head; NULL != cur; cur = cur->next)
+ {
+ if (cur->active)
+ {
+ agent_step (cur);
+ }
+ }
+
+ solver->step_count += 1;
+ solver->next_step = GNUNET_SCHEDULER_add_delayed (solver->step_time,
+ &ril_periodic_step, solver);
+}
- s->step_count += 1;
- s->next_step = GNUNET_SCHEDULER_add_delayed (
- s->step_time,
- &agent_periodic_step,
- solver);
+/**
+ * Initialize an agent without addresses and its knowledge base
+ * @param s ril solver
+ * @param peer the one in question
+ * @return handle to the new agent
+ */
+static struct RIL_Peer_Agent *
+agent_init (void *s, const struct GNUNET_PeerIdentity *peer)
+{
+ int i;
+ struct GAS_RIL_Handle * solver = s;
+ struct RIL_Peer_Agent * agent = GNUNET_malloc (sizeof (struct RIL_Peer_Agent));
+
+ agent->envi = solver;
+ agent->peer = *peer;
+ agent->step_count = 0;
+ agent->active = GNUNET_NO;
+ agent->s_old = envi_get_state (solver);
+ agent->n = RIL_ACTION_TYPE_NUM;
+ agent->m = solver->networks_count * 4;
+ agent->W = (double **) GNUNET_malloc (sizeof (double) * agent->n);
+ for (i = 0; i < agent->n; i++)
+ {
+ agent->W[i] = (double *) GNUNET_malloc (sizeof (double) * agent->m);
+ }
+ agent->a_old = -1;
+ agent->e = (double *) GNUNET_malloc (sizeof (double) * agent->m);
+ agent_modify_eligibility (agent, RIL_E_ZERO);
+
+ GNUNET_CONTAINER_DLL_insert_tail(solver->agents_head, solver->agents_tail,
+ agent);
+
+ return agent;
}
/**
- * Whether a peer already has an agent in a list
- * @param head of list
- * @param peer in question
+ * Deallocate agent
+ * @param s solver handle
+ * @param agent the agent to retire
*/
-int
-list_contains_agent (struct RIL_Peer_Agent * head,
- struct GNUNET_PeerIdentity * peer)
+static void
+agent_die (struct GAS_RIL_Handle *solver, struct RIL_Peer_Agent *agent)
{
- struct RIL_Peer_Agent * cur;
+ int i;
+
+ for (i = 0; i < agent->n; i++)
+ {
+ GNUNET_free(agent->W[i]);
+ }
+ GNUNET_free(agent->W);
+ GNUNET_free(agent->e);
+ GNUNET_free(agent->s_old);
+}
- for (cur = head; NULL != cur; cur = cur->next)
- {
- if (!memcmp (&(cur->peer.hashPubKey), &peer->hashPubKey, sizeof(struct GNUNET_HashCode)))
- {
- return GNUNET_YES;
- }
- }
- return GNUNET_NO;
+static void
+ril_remove_agent (struct GAS_RIL_Handle *s, struct RIL_Peer_Agent *agent)
+{
+ struct RIL_Peer_Agent *cur_agent;
+ struct RIL_Peer_Agent *next_agent;
+
+ cur_agent = s->agents_head;
+ while (NULL != cur_agent)
+ {
+ next_agent = cur_agent->next;
+
+ if (agent == cur_agent)
+ {
+ GNUNET_CONTAINER_DLL_remove(s->agents_head, s->agents_tail, cur_agent);
+ agent_die (s, cur_agent);
+ }
+
+ cur_agent = next_agent;
+ }
+}
+
+/**
+ * Counts the (active) agents
+ * @param solver solver handle
+ * @param active_only whether only active agents should be counted
+ * @return number of agents
+ */
+static int
+ril_count_agents (struct GAS_RIL_Handle *solver, int active_only)
+{
+ int c;
+ struct RIL_Peer_Agent *cur;
+
+ c = 0;
+ for (cur = solver->agents_head; NULL != cur; cur = cur->next)
+ {
+ if ((!active_only) || (active_only && cur->active))
+ {
+ c += 1;
+ }
+ }
+ return c;
+}
+
+
+
+/**
+ * Returns the agent for a peer
+ * @param s solver handle
+ * @param peer identity of the peer
+ * @param create whether to create an agent if none is allocated yet
+ * @return agent
+ */
+static struct RIL_Peer_Agent *
+ril_get_agent (struct GAS_RIL_Handle *solver,
+ const struct GNUNET_PeerIdentity *peer,
+ int create)
+{
+ struct RIL_Peer_Agent *cur;
+
+ for (cur = solver->agents_head; NULL != cur; cur = cur->next)
+ {
+ if (0 == GNUNET_CRYPTO_hash_cmp (&peer->hashPubKey, &cur->peer.hashPubKey))
+ {
+ return cur;
+ }
+ }
+
+ if (create)
+ return agent_init (solver, peer);
+ return NULL;
+}
+
+static int
+ril_network_is_active (struct RIL_Network *network)
+{
+ uint32_t min_bw = ntohl (GNUNET_CONSTANTS_DEFAULT_BW_IN_OUT.value__);
+
+ if (network->bw_out_available < min_bw)
+ return GNUNET_NO;
+ return GNUNET_YES;
}
/**
* @param value address
* @return whether iterator should continue
*/
-int
-init_agents_it (void *cls,
- const struct GNUNET_HashCode *key,
- void *value)
+static int
+ril_init_agents_it (void *cls, const struct GNUNET_HashCode *key, void *value)
{
- struct GAS_RIL_Handle *solver = cls;
- struct ATS_Address *address = value;
- struct RIL_Peer_Agent *agent;
-
- if (!list_contains_agent (solver->agents_paused_head, &address->peer))
- {
- agent = GNUNET_malloc (sizeof (struct RIL_Peer_Agent));
- agent->peer = address->peer;
- GNUNET_CONTAINER_DLL_insert (solver->agents_paused_head, solver->agents_paused_tail, agent);
- }
-
- //TODO add address to agent
- return GNUNET_YES;
+ struct GAS_RIL_Handle *solver = cls;
+ struct ATS_Address *address = value;
+ struct RIL_Peer_Agent *agent = NULL;
+ uint32_t min_bw = ntohl (GNUNET_CONSTANTS_DEFAULT_BW_IN_OUT.value__);
+
+ if (ril_network_is_active(address->solver_information))
+ {
+ agent = ril_get_agent (solver, &address->peer, GNUNET_YES);
+
+ GNUNET_assert(NULL != agent);
+
+ if (NULL == agent->address)
+ {
+ agent->address = address;
+ agent->address->active = GNUNET_YES;
+ agent->bw_in = min_bw;
+ agent->address->assigned_bw_in.value__ = htonl (min_bw);
+ agent->bw_out = min_bw;
+ agent->address->assigned_bw_out.value__ = htonl (min_bw);
+ }
+ }
+ return GNUNET_YES;
}
+static void
+ril_get_new_address_or_delete (struct GAS_RIL_Handle *solver, struct RIL_Peer_Agent *agent)
+{
+ uint32_t min_bw = ntohl (GNUNET_CONSTANTS_DEFAULT_BW_IN_OUT.value__);
+ //get new address for agent or delete agent
+
+ agent->address = NULL; //forget current address
+ GNUNET_CONTAINER_multihashmap_iterate (solver->addresses, &ril_init_agents_it,
+ solver); //put another address
+
+ if (NULL == agent->address) //no other address available
+ {
+ agent->active = GNUNET_NO;
+ ril_remove_agent(solver, agent);
+ }
+ else
+ {
+ envi_change_active_address(solver, agent, agent->address, min_bw, min_bw);
+ }
+}
+/**
+ * Lookup network struct by type
+ *
+ * @param s the solver handle
+ * @param type the network type
+ * @return the network struct
+ */
+static struct RIL_Network *
+ril_get_network (struct GAS_RIL_Handle *s, uint32_t type)
+{
+ int i;
+
+ for (i = 0; i < s->networks_count; i++)
+ {
+ if (s->network_entries[i].type == type) {
+ return &s->network_entries[i];
+ }
+ }
+ return NULL;
+}
/**
* Solver API functions
* @param pref_rel the normalized preference value for this kind over all clients
*/
void
-GAS_ril_address_change_preference (void *solver,
- const struct GNUNET_PeerIdentity *peer,
- enum GNUNET_ATS_PreferenceKind kind,
- double pref_rel)
+GAS_ril_address_change_preference (void *s,
+ const struct GNUNET_PeerIdentity *peer,
+ enum GNUNET_ATS_PreferenceKind kind,
+ double pref_rel)
{
- //TODO implement
-
- /*
- * Probably nothing to do here. The preference is looked up during reward calculation and does
- * not trigger anything
- */
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ril_address_change_preference() has been called\n");
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG,
+ "API_address_change_preference() Preference '%s' for peer '%s' changed to %.2f \n",
+ GNUNET_ATS_print_preference_type (kind), GNUNET_i2s (peer), pref_rel);
+ /*
+ * Nothing to do here. Preferences are considered during reward calculation.
+ */
}
-
/**
* Init the reinforcement learning problem solver
*
*/
void *
GAS_ril_init (const struct GNUNET_CONFIGURATION_Handle *cfg,
- const struct GNUNET_STATISTICS_Handle *stats,
- const struct GNUNET_CONTAINER_MultiHashMap *addresses,
- int *network,
- unsigned long long *out_quota,
- unsigned long long *in_quota,
- int dest_length,
- GAS_bandwidth_changed_cb bw_changed_cb,
- void *bw_changed_cb_cls,
- GAS_get_preferences get_preference,
- void *get_preference_cls,
- GAS_get_properties get_properties,
- void *get_properties_cls)
-{
- //TODO implement
- int c;
- unsigned long long tmp;
- struct RIL_Network * cur;
- struct GAS_RIL_Handle *solver = GNUNET_malloc (sizeof (struct GAS_RIL_Handle));
- char * net_str[GNUNET_ATS_NetworkTypeCount] = GNUNET_ATS_NetworkTypeString;
-
- GNUNET_assert (NULL != cfg);
- GNUNET_assert (NULL != stats);
- GNUNET_assert (NULL != network);
- GNUNET_assert (NULL != bw_changed_cb);
- GNUNET_assert (NULL != get_preference);
- GNUNET_assert (NULL != get_properties);
-
- if (GNUNET_OK != GNUNET_CONFIGURATION_get_value_time(cfg, "ats", "RIL_STEP_TIME", &solver->step_time))
- {
- solver->step_time = RIL_DEFAULT_STEP_TIME;
- }
- if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_size(cfg, "ats", "RIL_DISCOUNT_FACTOR", &tmp))
- {
- solver->parameters.gamma = tmp;
- }
- else
- {
- solver->parameters.gamma = RIL_DEFAULT_DISCOUNT_FACTOR;
- }
- if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_size(cfg, "ats", "RIL_GRADIENT_STEP_SIZE", &tmp))
- {
- solver->parameters.alpha = tmp;
- }
- else
- {
- solver->parameters.alpha = RIL_DEFAULT_GRADIENT_STEP_SIZE;
- }
- if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_size(cfg, "ats", "RIL_TRACE_DECAY", &tmp))
- {
- solver->parameters.lambda = tmp;
- }
- else
- {
- solver->parameters.lambda = RIL_DEFAULT_TRACE_DECAY;
- }
-
- solver->stats = (struct GNUNET_STATISTICS_Handle *) stats;
- solver->callbacks.bw_changed = bw_changed_cb;
- solver->callbacks.bw_changed_cls = bw_changed_cb_cls;
- solver->callbacks.get_preferences = get_preference;
- solver->callbacks.get_preferences_cls = get_preference_cls;
- solver->callbacks.get_properties = get_properties;
- solver->callbacks.get_properties_cls = get_properties_cls;
- solver->networks_count = dest_length;
- solver->network_entries = GNUNET_malloc (dest_length * sizeof (struct RIL_Network));
- solver->bulk_lock = GNUNET_NO;
- solver->addresses = addresses;
- solver->step_count = 0;
-
- for (c = 0; c < dest_length; c++)
- {
- cur = &solver->network_entries[c];
- cur->type = network[c];
- cur->bw_in_available = in_quota[c];
- cur->bw_in_assigned = 0;
- cur->bw_out_available = out_quota[c];
- cur->bw_out_assigned = 0;
- cur->desc = net_str[c];
- }
-
- c = GNUNET_CONTAINER_multihashmap_iterate (addresses, &init_agents_it, solver);
-
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ril_init() has been called\n");
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "RIL number of addresses: %d\n", c);
-
- solver->next_step = GNUNET_SCHEDULER_add_delayed (
- GNUNET_TIME_relative_multiply (GNUNET_TIME_relative_get_millisecond_ (), 1000),
- &agent_periodic_step,
- solver);
-
- return solver;
+ const struct GNUNET_STATISTICS_Handle *stats,
+ const struct GNUNET_CONTAINER_MultiHashMap *addresses,
+ int *network,
+ unsigned long long *out_quota,
+ unsigned long long *in_quota,
+ int dest_length,
+ GAS_bandwidth_changed_cb bw_changed_cb,
+ void *bw_changed_cb_cls,
+ GAS_get_preferences get_preference,
+ void *get_preference_cls,
+ GAS_get_properties get_properties,
+ void *get_properties_cls)
+{
+ int c;
+ unsigned long long tmp;
+ char *string;
+ struct RIL_Network * cur;
+ struct GAS_RIL_Handle *solver = GNUNET_malloc (sizeof (struct GAS_RIL_Handle));
+
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG, "API_init() Initializing RIL solver\n");
+
+ GNUNET_assert(NULL != cfg);
+ GNUNET_assert(NULL != stats);
+ GNUNET_assert(NULL != network);
+ GNUNET_assert(NULL != bw_changed_cb);
+ GNUNET_assert(NULL != get_preference);
+ GNUNET_assert(NULL != get_properties);
+
+ if (GNUNET_OK
+ != GNUNET_CONFIGURATION_get_value_time (cfg, "ats", "RIL_STEP_TIME",
+ &solver->step_time))
+ {
+ solver->step_time = RIL_DEFAULT_STEP_TIME;
+ }
+ if (GNUNET_OK
+ == GNUNET_CONFIGURATION_get_value_string (cfg, "ats", "RIL_ALGORITHM",
+ &string) && NULL != string && 0 == strcmp (string, "SARSA"))
+ {
+ solver->parameters.algorithm = RIL_ALGO_SARSA;
+ }
+ else
+ {
+ solver->parameters.algorithm = RIL_DEFAULT_ALGORITHM;
+ }
+ if (GNUNET_OK
+ == GNUNET_CONFIGURATION_get_value_size (cfg, "ats", "RIL_DISCOUNT_FACTOR",
+ &tmp))
+ {
+ solver->parameters.gamma = (double) tmp / 100;
+ }
+ else
+ {
+ solver->parameters.gamma = RIL_DEFAULT_DISCOUNT_FACTOR;
+ }
+ if (GNUNET_OK
+ == GNUNET_CONFIGURATION_get_value_size (cfg, "ats",
+ "RIL_GRADIENT_STEP_SIZE", &tmp))
+ {
+ solver->parameters.alpha = (double) tmp / 100;
+ }
+ else
+ {
+ solver->parameters.alpha = RIL_DEFAULT_GRADIENT_STEP_SIZE;
+ }
+ if (GNUNET_OK
+ == GNUNET_CONFIGURATION_get_value_size (cfg, "ats", "RIL_TRACE_DECAY",
+ &tmp))
+ {
+ solver->parameters.lambda = (double) tmp / 100;
+ }
+ else
+ {
+ solver->parameters.lambda = RIL_DEFAULT_TRACE_DECAY;
+ }
+
+ solver->stats = (struct GNUNET_STATISTICS_Handle *) stats;
+ solver->callbacks = GNUNET_malloc (sizeof (struct RIL_Callbacks));
+ solver->callbacks->bw_changed = bw_changed_cb;
+ solver->callbacks->bw_changed_cls = bw_changed_cb_cls;
+ solver->callbacks->get_preferences = get_preference;
+ solver->callbacks->get_preferences_cls = get_preference_cls;
+ solver->callbacks->get_properties = get_properties;
+ solver->callbacks->get_properties_cls = get_properties_cls;
+ solver->networks_count = dest_length;
+ solver->network_entries =
+ GNUNET_malloc (dest_length * sizeof (struct RIL_Network));
+ solver->bulk_lock = GNUNET_NO;
+ solver->addresses = addresses;
+ solver->step_count = 0;
+
+ for (c = 0; c < dest_length; c++)
+ {
+ cur = &solver->network_entries[c];
+ cur->type = network[c];
+ cur->bw_in_available = in_quota[c];
+ cur->bw_in_assigned = 0;
+ cur->bw_out_available = out_quota[c];
+ cur->bw_out_assigned = 0;
+ }
+
+ solver->next_step = GNUNET_SCHEDULER_add_delayed (
+ GNUNET_TIME_relative_multiply (GNUNET_TIME_relative_get_millisecond_ (),
+ 1000), &ril_periodic_step, solver);
+
+ return solver;
}
/**
void
GAS_ril_done (void * solver)
{
- //TODO implement
- struct GAS_RIL_Handle *s = solver;
-
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ril_done() has been called\n");
-
- GNUNET_SCHEDULER_cancel (s->next_step);
- GNUNET_free (s->network_entries);
- GNUNET_free (s);
+ struct GAS_RIL_Handle *s = solver;
+ struct RIL_Peer_Agent *cur_agent;
+ struct RIL_Peer_Agent *next_agent;
+
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG, "API_done() Shutting down RIL solver\n");
+
+ cur_agent = s->agents_head;
+ while (NULL != cur_agent)
+ {
+ next_agent = cur_agent->next;
+ GNUNET_CONTAINER_DLL_remove(s->agents_head, s->agents_tail, cur_agent);
+ agent_die (s, cur_agent);
+ cur_agent = next_agent;
+ }
+
+ GNUNET_SCHEDULER_cancel (s->next_step);
+ GNUNET_free(s->callbacks);
+ GNUNET_free(s->network_entries);
+ GNUNET_free(s);
}
-
/**
* Add a single address within a network to the solver
*
*/
void
GAS_ril_address_add (void *solver,
- struct ATS_Address *address,
- uint32_t network)
+ struct ATS_Address *address,
+ uint32_t network)
{
- //TODO implement
- /*
- * if (new peer)
- * initialize new agent
- * Add address
- * increase state vector
- * knowledge matrix
- * and action vector
- */
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ril_address_add() has been called\n");
+ struct GAS_RIL_Handle *s = solver;
+ //TODO! implement solver address add
+ /*
+ * if (new peer)
+ * initialize new agent
+ * Add address
+ * increase state vector
+ * knowledge matrix
+ * and action vector
+ */
+
+ address->solver_information = ril_get_network(s, network);
+
+ /*
+ * reiterate all addresses, create new agent if necessary and give the agent the address
+ */
+ GNUNET_CONTAINER_multihashmap_iterate (s->addresses, &ril_init_agents_it,
+ solver);
+
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG,
+ "API_address_add() Added %s address for peer '%s'\n", address->plugin,
+ GNUNET_i2s (&address->peer));
}
/**
*/
void
GAS_ril_address_delete (void *solver,
- struct ATS_Address *address, int session_only)
+ struct ATS_Address *address,
+ int session_only)
{
- //TODO implement
- /*
- * remove address
- * if (last address of peer)
- * remove agent
- * else
- * decrease state vector
- * decrease knowledge matrix
- * decrease action vector
- */
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ril_address_delete() has been called\n");
+ //TODO! implement solver address delete
+ //TODO! delete session only
+ /*
+ * remove address
+ * if (last address of peer)
+ * remove agent
+ * else
+ * decrease state vector
+ * decrease knowledge matrix
+ * decrease action vector
+ */
+ struct GAS_RIL_Handle *s = solver;
+ struct RIL_Peer_Agent *agent;
+
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "API_address_delete() deleting %s address %p for peer '%s'\n",
+ address->active ? "active" : "inactive",
+ address,
+ GNUNET_i2s(&address->peer));
+
+ agent = ril_get_agent (s, &address->peer, GNUNET_NO);
+
+ if (NULL == agent)
+ {
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "API_address_delete() deleting address for unallocated agent\n");
+ return;
+ }
+
+ if (address == agent->address) //if used address deleted
+ {
+ address->active = GNUNET_NO;
+ ril_get_new_address_or_delete(s, agent);
+ }
+
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG,
+ "API_address_delete() Deleted %s%s address for peer '%s'\n",
+ session_only ? "session for " : "", address->plugin,
+ GNUNET_i2s (&address->peer));
}
/**
*/
void
GAS_ril_address_property_changed (void *solver,
- struct ATS_Address *address,
- uint32_t type,
- uint32_t abs_value,
- double rel_value)
+ struct ATS_Address *address,
+ uint32_t type,
+ uint32_t abs_value,
+ double rel_value)
{
- //TODO implement
- /*
- * Like change_preference() not really interesting, since lookup happens anyway during reward
- * calculation
- */
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ril_address_property_changed() has been called\n");
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG,
+ "API_address_property_changed() Property '%s' for peer '%s' address %p changed "
+ "to %.2f \n", GNUNET_ATS_print_property_type (type),
+ GNUNET_i2s (&address->peer), address, rel_value);
+ /*
+ * Nothing to do here, properties are considered in every reward calculation
+ */
}
-
/**
* Transport session for this address has changed
*
*/
void
GAS_ril_address_session_changed (void *solver,
- struct ATS_Address *address,
- uint32_t cur_session,
- uint32_t new_session)
+ struct ATS_Address *address,
+ uint32_t cur_session,
+ uint32_t new_session)
{
- //TODO implement
- /*
- * Potentially add session activity as a feature in state vector
- */
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ril_address_session_changed() has been called\n");
+ //TODO? consider session changed in solver behaviour
+ /*
+ * Potentially add session activity as a feature in state vector
+ */
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG, "API_address_session_changed()\n");
}
-
/**
* Usage for this address has changed
*
*/
void
GAS_ril_address_inuse_changed (void *solver,
- struct ATS_Address *address,
- int in_use)
+ struct ATS_Address *address,
+ int in_use)
{
- //TODO implement
- /**
- * See matthias' email
- */
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ril_address_inuse_changed() has been called\n");
+ //TODO! consider address_inuse_changed according to matthias' email
+ /**
+ * See matthias' email
+ */
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG,
+ "API_address_inuse_changed() Usage for %s address of peer '%s' changed to %s\n",
+ address->plugin, GNUNET_i2s (&address->peer),
+ (GNUNET_YES == in_use) ? "USED" : "UNUSED");
}
/**
*/
void
GAS_ril_address_change_network (void *solver,
- struct ATS_Address *address,
- uint32_t current_network,
- uint32_t new_network)
+ struct ATS_Address *address,
+ uint32_t current_network,
+ uint32_t new_network)
{
- //TODO implement
- /*
- * update network
- */
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ril_address_change_network() has been called\n");
+ struct GAS_RIL_Handle *s = solver;
+ struct RIL_Peer_Agent *agent;
+ struct RIL_Network *net;
+
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG,
+ "API_address_change_network() Network type changed, moving "
+ "%s address of peer %s from '%s' to '%s'\n",
+ (GNUNET_YES == address->active) ? "active" : "inactive",
+ GNUNET_i2s (&address->peer),
+ GNUNET_ATS_print_network_type (current_network),
+ GNUNET_ATS_print_network_type (new_network));
+
+ address->solver_information = ril_get_network(solver, new_network);
+
+ if (address->active)
+ {
+ agent = ril_get_agent(solver, &address->peer, GNUNET_NO);
+
+ //remove from old network
+ net = ril_get_network (s, current_network);
+ net->bw_in_assigned -= agent->bw_in;
+ net->bw_out_assigned -= agent->bw_out;
+
+ if (ril_network_is_active(ril_get_network(s, new_network)))
+ {
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG, "New network is active\n");
+ //add to new network
+ net = ril_get_network (s, new_network);
+ net->bw_in_assigned += agent->bw_in;
+ net->bw_out_assigned += agent->bw_out;
+
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG,
+ "API_address_change_network() Moved %d inbound and %d "
+ "outbound\n", agent->bw_in, agent->bw_out);
+ }
+ else //new network for this address is not active => address must not be considered
+ {
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG, "New network is not active\n");
+
+ net = agent->address->solver_information;
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG, "Before: active address %p is %s\n", agent->address, GNUNET_ATS_print_network_type(net->type));
+
+ address->active = GNUNET_NO;
+ ril_get_new_address_or_delete(s, agent);
+
+ net = agent->address->solver_information;
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG, "After: active address %p is %s\n", agent->address, GNUNET_ATS_print_network_type(net->type));
+ }
+ }
+}
+
+/**
+ * Get application feedback for a peer
+ *
+ * @param solver the solver handle
+ * @param application the application
+ * @param peer the peer to change the preference for
+ * @param scope the time interval for this feedback: [now - scope .. now]
+ * @param kind the kind to change the preference
+ * @param score the score
+ */
+void
+GAS_ril_address_preference_feedback (void *solver,
+ void *application,
+ const struct GNUNET_PeerIdentity *peer,
+ const struct GNUNET_TIME_Relative scope,
+ enum GNUNET_ATS_PreferenceKind kind,
+ double score)
+{
+ //TODO! collect reward until next reward calculation
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG,
+ "API_address_preference_feedback() Peer '%s' got a feedback of %+.3f from application %s for "
+ "preference %s for %d seconds\n", GNUNET_i2s (peer), "UNKNOWN",
+ GNUNET_ATS_print_preference_type (kind), scope.rel_value_us / 1000000);
}
/**
void
GAS_ril_bulk_start (void *solver)
{
- //TODO implement
- /*
- * bulk counter up, but not really relevant, because there is no complete calculation of the
- * bandwidth assignment triggered anyway. Therefore, changes to addresses can come and go as
- * they want. Consideration: Step-pause during bulk-start-stop period...
- */
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ril_bulk_start() has been called\n");
+ //TODO? consideration: keep bulk counter and stop agents during bulk
+ /*
+ * bulk counter up, but not really relevant, because there is no complete calculation of the
+ * bandwidth assignment triggered anyway. Therefore, changes to addresses can come and go as
+ * they want. Consideration: Step-pause during bulk-start-stop period...
+ */
+
+ //GNUNET_log(GNUNET_ERROR_TYPE_DEBUG, "API_bulk_start()\n");
}
-
/**
* Bulk operation done
*/
void
GAS_ril_bulk_stop (void *solver)
{
- //TODO implement
- /*
- * bulk counter down, see bulk_start()
- */
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ril_bulk_stop() has been called\n");
+ //TODO? consideration: keep bulk counter and stop agents during bulk
+ /*
+ * bulk counter down, see bulk_start()
+ */
+
+ //GNUNET_log(GNUNET_ERROR_TYPE_DEBUG, "API_bulk_stop()\n");
}
/**
*/
const struct ATS_Address *
GAS_ril_get_preferred_address (void *solver,
- const struct GNUNET_PeerIdentity *peer)
+ const struct GNUNET_PeerIdentity *peer)
{
- //TODO implement
- /*
- * connect-only for requested peers, move agent to active list
- */
- struct GAS_RIL_Handle *s = solver;
+ /*
+ * activate agent, return currently chosen address
+ */
+ struct GAS_RIL_Handle *s = solver;
+ struct RIL_Peer_Agent *agent;
+
+ agent = ril_get_agent (s, peer, GNUNET_NO);
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ril_get_preferred_address() has been called\n");
+ if (NULL == agent)
+ {
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG,
+ "API_get_preferred_address() No agent for peer '%s' do not suggest address\n",
+ GNUNET_i2s (peer));
+ return NULL;
+ }
- if (0 == GNUNET_CONTAINER_multihashmap_contains(s->addresses, &peer->hashPubKey))
- {
- return GNUNET_CONTAINER_multihashmap_get(s->addresses, &peer->hashPubKey);
- }
+ agent->active = GNUNET_YES;
- GNUNET_log (GNUNET_ERROR_TYPE_ERROR, "No address for peer in addresses\n");
- return NULL;
+ GNUNET_assert(NULL != agent->address);
+
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG,
+ "API_get_preferred_address() Activated agent for peer '%s' with %s address\n",
+ GNUNET_i2s (peer), agent->address->plugin);
+
+ return agent->address;
}
/**
*/
void
GAS_ril_stop_get_preferred_address (void *solver,
- const struct GNUNET_PeerIdentity *peer)
+ const struct GNUNET_PeerIdentity *peer)
{
- //TODO implement
- /*
- * connect-only for requested peers, move agent to paused list
- */
- GNUNET_log (GNUNET_ERROR_TYPE_DEBUG, "ril_stop_get_preferred_address() has been called\n");
+ struct GAS_RIL_Handle *s = solver;
+ struct RIL_Peer_Agent *agent;
+
+ agent = ril_get_agent (s, peer, GNUNET_NO);
+ agent->active = GNUNET_NO;
+
+ GNUNET_log(GNUNET_ERROR_TYPE_DEBUG,
+ "API_stop_get_preferred_address() Paused agent for peer '%s' with %s address\n",
+ GNUNET_i2s (peer), agent->address->plugin);
}
-/* end of gnunet-service-ats-solver_reinf.c */
+/* end of gnunet-service-ats-solver_ril.c */