Calculate synchronization accuracy within the chull module
[lttv.git] / lttv / lttv / sync / event_analysis_eval.c
index 0872eb6dd8aa7c7762e7606e87963009320de1eb..d5c3be290c2fc1016e689ce12e004bdec6a569b2 100644 (file)
@@ -35,7 +35,6 @@
 
 #include "lookup3.h"
 #include "sync_chain.h"
-#include "event_analysis_chull.h"
 
 #include "event_analysis_eval.h"
 
@@ -46,15 +45,6 @@ struct WriteHistogramInfo
        FILE* graphsStream;
 };
 
-#ifdef HAVE_LIBGLPK
-struct LPAddRowInfo
-{
-       glp_prob* lp;
-       int boundType;
-       GArray* iArray, * jArray, * aArray;
-};
-#endif
-
 // Functions common to all analysis modules
 static void initAnalysisEval(SyncState* const syncState);
 static void destroyAnalysisEval(SyncState* const syncState);
@@ -65,16 +55,8 @@ static void analyzeExchangeEval(SyncState* const syncState, Exchange* const
        exchange);
 static void analyzeBroadcastEval(SyncState* const syncState, Broadcast* const
        broadcast);
-static GArray* finalizeAnalysisEval(SyncState* const syncState);
+static AllFactors* finalizeAnalysisEval(SyncState* const syncState);
 static void printAnalysisStatsEval(SyncState* const syncState);
-static void writeAnalysisTraceTimeBackPlotsEval(SyncState* const syncState,
-       const unsigned int i, const unsigned int j);
-static void writeAnalysisTraceTimeForePlotsEval(SyncState* const syncState,
-       const unsigned int i, const unsigned int j);
-static void writeAnalysisTraceTraceBackPlotsEval(SyncState* const syncState,
-       const unsigned int i, const unsigned int j);
-static void writeAnalysisTraceTraceForePlotsEval(SyncState* const syncState,
-       const unsigned int i, const unsigned int j);
 
 // Functions specific to this module
 static guint ghfRttKeyHash(gconstpointer key);
@@ -109,19 +91,6 @@ static void writeHistogram(FILE* graphsStream, const struct RttKey* rttKey,
 static void updateBounds(Bounds** const bounds, Event* const e1, Event* const
        e2);
 
-static void finalizeAnalysisEvalLP(SyncState* const syncState);
-// The next group of functions is only needed when computing synchronization
-// accuracy.
-#ifdef HAVE_LIBGLPK
-static glp_prob* lpCreateProblem(GQueue* const lowerHull, GQueue* const
-       upperHull);
-static void gfLPAddRow(gpointer data, gpointer user_data);
-static Factors* calculateFactors(glp_prob* const lp, const int direction);
-static void calculateCompleteFactors(glp_prob* const lp, FactorsCHull*
-       factors);
-static FactorsCHull** createAllFactors(const unsigned int traceNb);
-#endif
-
 
 // initialized in registerAnalysisEval()
 double binBase;
@@ -135,12 +104,7 @@ static AnalysisModule analysisModuleEval= {
        .analyzeBroadcast= &analyzeBroadcastEval,
        .finalizeAnalysis= &finalizeAnalysisEval,
        .printAnalysisStats= &printAnalysisStatsEval,
-       .graphFunctions= {
-               .writeTraceTimeBackPlots= &writeAnalysisTraceTimeBackPlotsEval,
-               .writeTraceTimeForePlots= &writeAnalysisTraceTimeForePlotsEval,
-               .writeTraceTraceBackPlots= &writeAnalysisTraceTraceBackPlotsEval,
-               .writeTraceTraceForePlots= &writeAnalysisTraceTraceForePlotsEval,
-       }
+       .graphFunctions= {}
 };
 
 static ModuleOption optionEvalRttFile= {
@@ -205,7 +169,8 @@ static void initAnalysisEval(SyncState* const syncState)
        if (syncState->stats)
        {
                analysisData->stats= calloc(1, sizeof(AnalysisStatsEval));
-               analysisData->stats->broadcastDiffSum= 0.;
+               analysisData->stats->broadcastRangeMin= INFINITY;
+               analysisData->stats->broadcastRangeMax= -INFINITY;
 
                analysisData->stats->messageStats= malloc(syncState->traceNb *
                        sizeof(MessageStats*));
@@ -218,11 +183,6 @@ static void initAnalysisEval(SyncState* const syncState)
                analysisData->stats->exchangeRtt=
                        g_hash_table_new_full(&ghfRttKeyHash, &gefRttKeyEqual,
                                &gdnDestroyRttKey, &gdnDestroyDouble);
-
-#ifdef HAVE_LIBGLPK
-               analysisData->stats->chFactorsArray= NULL;
-               analysisData->stats->lpFactorsArray= NULL;
-#endif
        }
 
        if (syncState->graphsStream)
@@ -245,25 +205,6 @@ static void initAnalysisEval(SyncState* const syncState)
                                graphs->bounds[i][j].max= 0;
                        }
                }
-
-#ifdef HAVE_LIBGLPK
-               graphs->lps= NULL;
-               graphs->lpFactorsArray= NULL;
-#endif
-       }
-
-       if (syncState->stats || syncState->graphsStream)
-       {
-               GList* result;
-
-               analysisData->chullSS= malloc(sizeof(SyncState));
-               memcpy(analysisData->chullSS, syncState, sizeof(SyncState));
-               analysisData->chullSS->stats= false;
-               analysisData->chullSS->analysisData= NULL;
-               result= g_queue_find_custom(&analysisModules, "chull",
-                       &gcfCompareAnalysis);
-               analysisData->chullSS->analysisModule= (AnalysisModule*) result->data;
-               analysisData->chullSS->analysisModule->initAnalysis(analysisData->chullSS);
        }
 }
 
@@ -551,11 +492,6 @@ static void destroyAnalysisEval(SyncState* const syncState)
 
                g_hash_table_destroy(stats->exchangeRtt);
 
-#ifdef HAVE_LIBGLPK
-               freeAllFactors(syncState->traceNb, stats->chFactorsArray);
-               freeAllFactors(syncState->traceNb, stats->lpFactorsArray);
-#endif
-
                free(stats);
        }
 
@@ -574,36 +510,9 @@ static void destroyAnalysisEval(SyncState* const syncState)
                }
                free(graphs->bounds);
 
-#ifdef HAVE_LIBGLPK
-               for (i= 0; i < syncState->traceNb; i++)
-               {
-                       unsigned int j;
-
-                       for (j= 0; j < i; j++)
-                       {
-                               // There seems to be a memory leak in glpk, valgrind reports a
-                               // loss (reachable) even if the problem is deleted
-                               glp_delete_prob(graphs->lps[i][j]);
-                       }
-                       free(graphs->lps[i]);
-               }
-               free(graphs->lps);
-
-               if (!syncState->stats)
-               {
-                       freeAllFactors(syncState->traceNb, graphs->lpFactorsArray);
-               }
-#endif
-
                free(graphs);
        }
 
-       if (syncState->stats || syncState->graphsStream)
-       {
-               analysisData->chullSS->analysisModule->destroyAnalysis(analysisData->chullSS);
-               free(analysisData->chullSS);
-       }
-
        free(syncState->analysisData);
        syncState->analysisData= NULL;
 }
@@ -704,12 +613,6 @@ static void analyzeMessageEval(SyncState* const syncState, Message* const
                updateBounds(analysisData->graphs->bounds, message->inE,
                        message->outE);
        }
-
-       if (syncState->stats || syncState->graphsStream)
-       {
-               analysisData->chullSS->analysisModule->analyzeMessage(analysisData->chullSS,
-                       message);
-       }
 }
 
 
@@ -823,7 +726,40 @@ static void analyzeBroadcastEval(SyncState* const syncState, Broadcast* const
                        g_queue_get_length(broadcast->events), 2.);
                if (y > 0)
                {
-                       analysisData->stats->broadcastDiffSum+= sqrt(y);
+                       analysisData->stats->broadcastStdevSum+= sqrt(y);
+               }
+
+               if (syncState->traceNb == 2 && g_queue_get_length(broadcast->events)
+                       == 2)
+               {
+                       Event* e0, * e1;
+                       double dd;
+
+                       e0= g_queue_peek_head(broadcast->events);
+                       e1= g_queue_peek_tail(broadcast->events);
+                       if (e0->traceNum > e1->traceNum)
+                       {
+                               Event* tmp;
+
+                               tmp= e0;
+                               e0= e1;
+                               e1= tmp;
+                       }
+
+                       dd= wallTimeSub(&e1->wallTime, &e0->wallTime);
+
+                       analysisData->stats->broadcastPairNb++;
+                       if (dd < analysisData->stats->broadcastRangeMin)
+                       {
+                               analysisData->stats->broadcastRangeMin= dd;
+                       }
+                       if (dd > analysisData->stats->broadcastRangeMax)
+                       {
+                               analysisData->stats->broadcastRangeMax= dd;
+                       }
+
+                       analysisData->stats->broadcastSum+= dd;
+                       analysisData->stats->broadcastSumSquares+= pow(dd, 2);
                }
        }
 
@@ -857,19 +793,17 @@ static void analyzeBroadcastEval(SyncState* const syncState, Broadcast* const
 
 /*
  * Finalize the factor calculations. Since this module does not really
- * calculate factors, identity factors are returned. Instead, histograms are
+ * calculate factors, absent factors are returned. Instead, histograms are
  * written out and histogram structures are freed.
  *
  * Args:
  *   syncState     container for synchronization data.
  *
  * Returns:
- *   Factors[traceNb] identity factors for each trace
+ *   AllFactors*   synchronization factors for each trace pair
  */
-static GArray* finalizeAnalysisEval(SyncState* const syncState)
+static AllFactors* finalizeAnalysisEval(SyncState* const syncState)
 {
-       GArray* factors;
-       unsigned int i;
        AnalysisDataEval* analysisData= syncState->analysisData;
 
        if (syncState->graphsStream && analysisData->graphs->histograms)
@@ -881,21 +815,7 @@ static GArray* finalizeAnalysisEval(SyncState* const syncState)
                analysisData->graphs->histograms= NULL;
        }
 
-       finalizeAnalysisEvalLP(syncState);
-
-       factors= g_array_sized_new(FALSE, FALSE, sizeof(Factors),
-               syncState->traceNb);
-       g_array_set_size(factors, syncState->traceNb);
-       for (i= 0; i < syncState->traceNb; i++)
-       {
-               Factors* e;
-
-               e= &g_array_index(factors, Factors, i);
-               e->drift= 1.;
-               e->offset= 0.;
-       }
-
-       return factors;
+       return createAllFactors(syncState->traceNb);
 }
 
 
@@ -923,11 +843,27 @@ static void printAnalysisStatsEval(SyncState* const syncState)
        printf("Synchronization evaluation analysis stats:\n");
        if (analysisData->stats->broadcastNb)
        {
-               printf("\tsum of broadcast differential delays: %g\n",
-                       analysisData->stats->broadcastDiffSum);
-               printf("\taverage broadcast differential delay: %g\n",
-                       analysisData->stats->broadcastDiffSum /
+               printf("\tBroadcast differential delay:\n");
+               printf("\t\tsum of standard deviations: %g\n",
+                       analysisData->stats->broadcastStdevSum);
+               printf("\t\taverage standard deviation: %g\n",
+                       analysisData->stats->broadcastStdevSum /
                        analysisData->stats->broadcastNb);
+
+               if (syncState->traceNb == 2)
+               {
+                       printf("\t\tdifferential delay range: [ %g .. %g ]\n",
+                               analysisData->stats->broadcastRangeMin,
+                               analysisData->stats->broadcastRangeMax);
+                       printf("\t\tdifferential delay average: %g\n",
+                               analysisData->stats->broadcastSum /
+                               analysisData->stats->broadcastPairNb);
+                       printf("\t\tdifferential delay standard deviation: %g\n",
+                               sqrt(analysisData->stats->broadcastSumSquares /
+                                       analysisData->stats->broadcastPairNb -
+                                       pow(analysisData->stats->broadcastSum /
+                                               analysisData->stats->broadcastPairNb, 2)));
+               }
        }
 
        printf("\tIndividual evaluation:\n"
@@ -951,13 +887,13 @@ static void printAnalysisStatsEval(SyncState* const syncState)
                                        &analysisData->stats->messageStats[loopValues[k].t1][loopValues[k].t2];
 
                                printf("\t\t%3d - %-3d   ", loopValues[k].t1, loopValues[k].t2);
-                               printf("%u (%u%%)%n", messageStats->inversionNb, (unsigned
-                                               int) ceil((double) messageStats->inversionNb /
-                                               messageStats->total * 100), &charNb);
+                               printf("%u (%.2f%%)%n", messageStats->inversionNb, (double)
+                                       messageStats->inversionNb / messageStats->total * 100,
+                                       &charNb);
                                printf("%*s", 17 - charNb > 0 ? 17 - charNb + 1: 1, " ");
-                               printf("%u (%u%%)%n", messageStats->tooFastNb, (unsigned int)
-                                       ceil((double) messageStats->tooFastNb /
-                                               messageStats->total * 100), &charNb);
+                               printf("%u (%.2f%%)%n", messageStats->tooFastNb, (double)
+                                       messageStats->tooFastNb / messageStats->total * 100,
+                                       &charNb);
                                printf("%*s%-10u   %u\n", 17 - charNb > 0 ? 17 - charNb + 1:
                                        1, " ", messageStats->noRTTInfoNb, messageStats->total);
 
@@ -970,11 +906,11 @@ static void printAnalysisStatsEval(SyncState* const syncState)
        }
 
        printf("\t\t  total     ");
-       printf("%u (%u%%)%n", totInversion, (unsigned int) ceil((double)
-                       totInversion / totTotal * 100), &charNb);
+       printf("%u (%.2f%%)%n", totInversion, (double) totInversion / totTotal *
+               100, &charNb);
        printf("%*s", 17 - charNb > 0 ? 17 - charNb + 1: 1, " ");
-       printf("%u (%u%%)%n", totTooFast, (unsigned int) ceil((double) totTooFast
-                       / totTotal * 100), &charNb);
+       printf("%u (%.2f%%)%n", totTooFast, (double) totTooFast / totTotal * 100,
+               &charNb);
        printf("%*s%-10u   %u\n", 17 - charNb > 0 ? 17 - charNb + 1: 1, " ",
                totNoInfo, totTotal);
 
@@ -982,45 +918,6 @@ static void printAnalysisStatsEval(SyncState* const syncState)
                "\t\tHost pair                          RTT from exchanges  RTTs from file (ms)\n");
        g_hash_table_foreach(analysisData->stats->exchangeRtt,
                &ghfPrintExchangeRtt, analysisData->rttInfo);
-
-#ifdef HAVE_LIBGLPK
-       printf("\tConvex hull factors comparisons:\n"
-               "\t\tTrace pair  Factors type  Differences (lp - chull)\n"
-               "\t\t                          a0                    a1\n"
-               "\t\t                          Min        Max        Min        Max\n");
-
-       for (i= 0; i < syncState->traceNb; i++)
-       {
-               for (j= 0; j < i; j++)
-               {
-                       FactorsCHull* chFactors= &analysisData->stats->chFactorsArray[i][j];
-                       FactorsCHull* lpFactors= &analysisData->stats->lpFactorsArray[i][j];
-
-                       printf("\t\t%3d - %-3d   ", i, j);
-                       if (lpFactors->type == chFactors->type)
-                       {
-                               if (lpFactors->type == MIDDLE)
-                               {
-                                       printf("%-13s %-10.4g %-10.4g %-10.4g %.4g\n",
-                                               approxNames[lpFactors->type],
-                                               lpFactors->min->offset - chFactors->min->offset,
-                                               lpFactors->max->offset - chFactors->max->offset,
-                                               lpFactors->min->drift - chFactors->min->drift,
-                                               lpFactors->max->drift - chFactors->max->drift);
-                               }
-                               else if (lpFactors->type == ABSENT)
-                               {
-                                       printf("%s\n", approxNames[lpFactors->type]);
-                               }
-                       }
-                       else
-                       {
-                               printf("Different! %s and %s\n", approxNames[lpFactors->type],
-                                       approxNames[chFactors->type]);
-                       }
-               }
-       }
-#endif
 }
 
 
@@ -1495,515 +1392,3 @@ static void updateBounds(Bounds** const bounds, Event* const e1, Event* const
                tpBounds->max= messageTime;
        }
 }
-
-
-#ifdef HAVE_LIBGLPK
-/*
- * Create the linear programming problem containing the constraints defined by
- * two half-hulls. The objective function and optimization directions are not
- * written.
- *
- * Args:
- *   syncState:    container for synchronization data
- *   i:            first trace number
- *   j:            second trace number, garanteed to be larger than i
- * Returns:
- *   A new glp_prob*, this problem must be freed by the caller with
- *   glp_delete_prob()
- */
-static glp_prob* lpCreateProblem(GQueue* const lowerHull, GQueue* const
-       upperHull)
-{
-       unsigned int it;
-       const int zero= 0;
-       const double zeroD= 0.;
-       glp_prob* lp= glp_create_prob();
-       unsigned int hullPointNb= g_queue_get_length(lowerHull) +
-               g_queue_get_length(upperHull);
-       GArray* iArray= g_array_sized_new(FALSE, FALSE, sizeof(int), hullPointNb +
-               1);
-       GArray* jArray= g_array_sized_new(FALSE, FALSE, sizeof(int), hullPointNb +
-               1);
-       GArray* aArray= g_array_sized_new(FALSE, FALSE, sizeof(double),
-               hullPointNb + 1);
-       struct {
-               GQueue* hull;
-               struct LPAddRowInfo rowInfo;
-       } loopValues[2]= {
-               {lowerHull, {lp, GLP_UP, iArray, jArray, aArray}},
-               {upperHull, {lp, GLP_LO, iArray, jArray, aArray}},
-       };
-
-       // Create the LP problem
-       glp_term_out(GLP_OFF);
-       if (hullPointNb > 0)
-       {
-               glp_add_rows(lp, hullPointNb);
-       }
-       glp_add_cols(lp, 2);
-
-       glp_set_col_name(lp, 1, "a0");
-       glp_set_col_bnds(lp, 1, GLP_FR, 0., 0.);
-       glp_set_col_name(lp, 2, "a1");
-       glp_set_col_bnds(lp, 2, GLP_LO, 0., 0.);
-
-       // Add row constraints
-       g_array_append_val(iArray, zero);
-       g_array_append_val(jArray, zero);
-       g_array_append_val(aArray, zeroD);
-
-       for (it= 0; it < sizeof(loopValues) / sizeof(*loopValues); it++)
-       {
-               g_queue_foreach(loopValues[it].hull, &gfLPAddRow,
-                       &loopValues[it].rowInfo);
-       }
-
-       g_assert_cmpuint(iArray->len, ==, jArray->len);
-       g_assert_cmpuint(jArray->len, ==, aArray->len);
-       g_assert_cmpuint(aArray->len - 1, ==, hullPointNb * 2);
-
-       glp_load_matrix(lp, aArray->len - 1, &g_array_index(iArray, int, 0),
-               &g_array_index(jArray, int, 0), &g_array_index(aArray, double, 0));
-
-       glp_scale_prob(lp, GLP_SF_AUTO);
-
-       g_array_free(iArray, TRUE);
-       g_array_free(jArray, TRUE);
-       g_array_free(aArray, TRUE);
-
-       return lp;
-}
-
-
-/*
- * A GFunc for g_queue_foreach(). Add constraints and bounds for one row.
- *
- * Args:
- *   data          Point*, synchronization point for which to add an LP row
- *                 (a constraint)
- *   user_data     LPAddRowInfo*
- */
-static void gfLPAddRow(gpointer data, gpointer user_data)
-{
-       Point* p= data;
-       struct LPAddRowInfo* rowInfo= user_data;
-       int indexes[2];
-       double constraints[2];
-
-       indexes[0]= g_array_index(rowInfo->iArray, int, rowInfo->iArray->len - 1) + 1;
-       indexes[1]= indexes[0];
-
-       if (rowInfo->boundType == GLP_UP)
-       {
-               glp_set_row_bnds(rowInfo->lp, indexes[0], GLP_UP, 0., p->y);
-       }
-       else if (rowInfo->boundType == GLP_LO)
-       {
-               glp_set_row_bnds(rowInfo->lp, indexes[0], GLP_LO, p->y, 0.);
-       }
-       else
-       {
-               g_assert_not_reached();
-       }
-
-       g_array_append_vals(rowInfo->iArray, indexes, 2);
-       indexes[0]= 1;
-       indexes[1]= 2;
-       g_array_append_vals(rowInfo->jArray, indexes, 2);
-       constraints[0]= 1.;
-       constraints[1]= p->x;
-       g_array_append_vals(rowInfo->aArray, constraints, 2);
-}
-
-
-/*
- * Calculate min or max correction factors (as possible) using an LP problem.
- *
- * Args:
- *   lp:           A linear programming problem with constraints and bounds
- *                 initialized.
- *   direction:    The type of factors desired. Use GLP_MAX for max
- *                 approximation factors (a1, the drift or slope is the
- *                 largest) and GLP_MIN in the other case.
- *
- * Returns:
- *   If the calculation was successful, a new Factors struct. Otherwise, NULL.
- *   The calculation will fail if the hull assumptions are not respected.
- */
-static Factors* calculateFactors(glp_prob* const lp, const int direction)
-{
-       int retval, status;
-       Factors* factors;
-
-       glp_set_obj_coef(lp, 1, 0.);
-       glp_set_obj_coef(lp, 2, 1.);
-
-       glp_set_obj_dir(lp, direction);
-       retval= glp_simplex(lp, NULL);
-       status= glp_get_status(lp);
-
-       if (retval == 0 && status == GLP_OPT)
-       {
-               factors= malloc(sizeof(Factors));
-               factors->offset= glp_get_col_prim(lp, 1);
-               factors->drift= glp_get_col_prim(lp, 2);
-       }
-       else
-       {
-               factors= NULL;
-       }
-
-       return factors;
-}
-
-
-/*
- * Calculate min, max and approx correction factors (as possible) using an LP
- * problem.
- *
- * Args:
- *   lp:           A linear programming problem with constraints and bounds
- *                 initialized.
- *
- * Returns:
- *   Please note that the approximation type may be MIDDLE, INCOMPLETE or
- *   ABSENT. Unlike in analysis_chull, ABSENT is also used when the hulls do
- *   not respect assumptions.
- */
-static void calculateCompleteFactors(glp_prob* const lp, FactorsCHull* factors)
-{
-       factors->min= calculateFactors(lp, GLP_MIN);
-       factors->max= calculateFactors(lp, GLP_MAX);
-
-       if (factors->min && factors->max)
-       {
-               factors->type= MIDDLE;
-               calculateFactorsMiddle(factors);
-       }
-       else if (factors->min || factors->max)
-       {
-               factors->type= INCOMPLETE;
-               factors->approx= NULL;
-       }
-       else
-       {
-               factors->type= ABSENT;
-               factors->approx= NULL;
-       }
-}
-
-
-/*
- * Create and initialize an array like AnalysisStatsCHull.allFactors
- *
- * Args:
- *   traceNb:      number of traces
- *
- * Returns:
- *   A new array, which can be freed with freeAllFactors()
- */
-static FactorsCHull** createAllFactors(const unsigned int traceNb)
-{
-       FactorsCHull** factorsArray;
-       unsigned int i;
-
-       factorsArray= malloc(traceNb * sizeof(FactorsCHull*));
-       for (i= 0; i < traceNb; i++)
-       {
-               factorsArray[i]= calloc((i + 1), sizeof(FactorsCHull));
-
-               factorsArray[i][i].type= EXACT;
-               factorsArray[i][i].approx= malloc(sizeof(Factors));
-               factorsArray[i][i].approx->drift= 1.;
-               factorsArray[i][i].approx->offset= 0.;
-       }
-
-       return factorsArray;
-}
-#endif
-
-
-/*
- * Compute synchronization factors using a linear programming approach.
- * Compute the factors using analysis_chull. Compare the two.
- *
- * When the solver library, glpk, is not available at build time, only compute
- * the factors using analysis_chull. This is to make sure that module runs its
- * finalize function so that its graph functions can be called later.
- *
- * Args:
- *   syncState:    container for synchronization data
- */
-static void finalizeAnalysisEvalLP(SyncState* const syncState)
-{
-       AnalysisDataEval* analysisData= syncState->analysisData;
-#ifdef HAVE_LIBGLPK
-       unsigned int i, j;
-       AnalysisDataCHull* chAnalysisData= analysisData->chullSS->analysisData;
-       FactorsCHull** lpFactorsArray;
-
-       if (!syncState->stats && !syncState->graphsStream)
-       {
-               return;
-       }
-
-       /* Because of matching_distributor, this analysis may be called twice.
-        * Only run it once */
-       if ((syncState->graphsStream && analysisData->graphs->lps != NULL) ||
-               (syncState->stats && analysisData->stats->chFactorsArray != NULL))
-       {
-               return;
-       }
-
-       lpFactorsArray= createAllFactors(syncState->traceNb);
-
-       if (syncState->stats)
-       {
-               analysisData->stats->chFactorsArray=
-                       calculateAllFactors(analysisData->chullSS);
-               analysisData->stats->lpFactorsArray= lpFactorsArray;
-       }
-
-       if (syncState->graphsStream)
-       {
-               analysisData->graphs->lps= malloc(syncState->traceNb *
-                       sizeof(glp_prob**));
-               for (i= 0; i < syncState->traceNb; i++)
-               {
-                       analysisData->graphs->lps[i]= malloc(i * sizeof(glp_prob*));
-               }
-               analysisData->graphs->lpFactorsArray= lpFactorsArray;
-       }
-
-       for (i= 0; i < syncState->traceNb; i++)
-       {
-               for (j= 0; j < i; j++)
-               {
-                       glp_prob* lp;
-
-                       // Create the LP problem
-                       lp= lpCreateProblem(chAnalysisData->hullArray[i][j],
-                               chAnalysisData->hullArray[j][i]);
-
-                       // Use the LP problem to find the correction factors for this pair of
-                       // traces
-                       calculateCompleteFactors(lp, &lpFactorsArray[i][j]);
-
-                       if (syncState->graphsStream)
-                       {
-                               analysisData->graphs->lps[i][j]= lp;
-                       }
-                       else
-                       {
-                               glp_delete_prob(lp);
-                       }
-               }
-       }
-#endif
-
-       g_array_free(analysisData->chullSS->analysisModule->finalizeAnalysis(analysisData->chullSS),
-               TRUE);
-}
-
-
-/*
- * Compute synchronization accuracy information using a linear programming
- * approach. Write the neccessary data files and plot lines in the gnuplot
- * script.
- *
- * When the solver library, glpk, is not available at build time nothing is
- * actually produced.
- *
- * Args:
- *   syncState:    container for synchronization data
- *   i:            first trace number
- *   j:            second trace number, garanteed to be larger than i
- */
-static void writeAnalysisTraceTimeBackPlotsEval(SyncState* const syncState,
-       const unsigned int i, const unsigned int j)
-{
-#ifdef HAVE_LIBGLPK
-       unsigned int it;
-       AnalysisDataEval* analysisData= syncState->analysisData;
-       AnalysisGraphsEval* graphs= analysisData->graphs;
-       GQueue*** hullArray= ((AnalysisDataCHull*)
-               analysisData->chullSS->analysisData)->hullArray;
-       FactorsCHull* lpFactors= &graphs->lpFactorsArray[j][i];
-       glp_prob* lp= graphs->lps[j][i];
-
-       if (lpFactors->type == MIDDLE)
-       {
-               int retval;
-               char* cwd;
-               char fileName[40];
-               FILE* fp;
-               double* xValues;
-               unsigned int xBegin, xEnd;
-               double interval;
-               const unsigned int graphPointNb= 1000;
-
-               // Open the data file
-               snprintf(fileName, 40, "analysis_eval_accuracy-%03u_and_%03u.data", i, j);
-               fileName[sizeof(fileName) - 1]= '\0';
-
-               cwd= changeToGraphsDir(syncState->graphsDir);
-
-               if ((fp= fopen(fileName, "w")) == NULL)
-               {
-                       g_error(strerror(errno));
-               }
-               fprintf(fp, "#%-24s %-25s %-25s %-25s\n", "x", "middle", "min", "max");
-
-               retval= chdir(cwd);
-               if (retval == -1)
-               {
-                       g_error(strerror(errno));
-               }
-               free(cwd);
-
-               // Build the list of absisca values for the points in the accuracy graph
-               g_assert_cmpuint(graphPointNb, >=, 4);
-               xValues= malloc(graphPointNb * sizeof(double));
-               xValues[0]= graphs->bounds[j][i].min;
-               xValues[graphPointNb - 1]= graphs->bounds[j][i].max;
-               xValues[1]= MIN(((Point*) g_queue_peek_head(hullArray[i][j]))->x,
-                       ((Point*) g_queue_peek_head(hullArray[j][i]))->x);
-               xValues[graphPointNb - 2]= MAX(((Point*)
-                               g_queue_peek_tail(hullArray[i][j]))->x, ((Point*)
-                               g_queue_peek_tail(hullArray[j][i]))->x);
-
-               if (xValues[0] == xValues[1])
-               {
-                       xBegin= 0;
-               }
-               else
-               {
-                       xBegin= 1;
-               }
-               if (xValues[graphPointNb - 2] == xValues[graphPointNb - 1])
-               {
-                       xEnd= graphPointNb - 1;
-               }
-               else
-               {
-                       xEnd= graphPointNb - 2;
-               }
-               interval= (xValues[xEnd] - xValues[xBegin]) / (graphPointNb - 1);
-
-               for (it= xBegin; it <= xEnd; it++)
-               {
-                       xValues[it]= xValues[xBegin] + interval * (it - xBegin);
-               }
-
-               /* For each absisca value and each optimisation direction, solve the LP
-                * and write a line in the data file */
-               for (it= 0; it < graphPointNb; it++)
-               {
-                       unsigned int it2;
-                       int directions[]= {GLP_MIN, GLP_MAX};
-
-                       glp_set_obj_coef(lp, 1, 1.);
-                       glp_set_obj_coef(lp, 2, xValues[it]);
-
-                       fprintf(fp, "%25.9f %25.9f", xValues[it], lpFactors->approx->offset
-                               + lpFactors->approx->drift * xValues[it]);
-                       for (it2= 0; it2 < sizeof(directions) / sizeof(*directions); it2++)
-                       {
-                               int status;
-
-                               glp_set_obj_dir(lp, directions[it2]);
-                               retval= glp_simplex(lp, NULL);
-                               status= glp_get_status(lp);
-
-                               g_assert(retval == 0 && status == GLP_OPT);
-                               fprintf(fp, " %25.9f", glp_get_obj_val(lp));
-                       }
-                       fprintf(fp, "\n");
-               }
-
-               free(xValues);
-               fclose(fp);
-
-               fprintf(syncState->graphsStream,
-                       "\t\"analysis_eval_accuracy-%1$03u_and_%2$03u.data\" "
-                               "using 1:(($3 - $2) / clock_freq_%2$u):(($4 - $2) / clock_freq_%2$u) "
-                               "title \"Synchronization accuracy\" "
-                               "with filledcurves linewidth 2 linetype 1 "
-                               "linecolor rgb \"black\" fill solid 0.25 noborder, \\\n", i,
-                               j);
-       }
-#endif
-}
-
-
-/*
- * Write the analysis-specific graph lines in the gnuplot script.
- *
- * When the solver library, glpk, is not available at build time nothing is
- * actually produced.
- *
- * Args:
- *   syncState:    container for synchronization data
- *   i:            first trace number
- *   j:            second trace number, garanteed to be larger than i
- */
-static void writeAnalysisTraceTimeForePlotsEval(SyncState* const syncState,
-       const unsigned int i, const unsigned int j)
-{
-#ifdef HAVE_LIBGLPK
-       if (((AnalysisDataEval*)
-                       syncState->analysisData)->graphs->lpFactorsArray[j][i].type ==
-               MIDDLE)
-       {
-               fprintf(syncState->graphsStream,
-                       "\t\"analysis_eval_accuracy-%1$03u_and_%2$03u.data\" "
-                               "using 1:(($3 - $2) / clock_freq_%2$u) notitle "
-                               "with lines linewidth 2 linetype 1 "
-                               "linecolor rgb \"gray60\", \\\n"
-                       "\t\"analysis_eval_accuracy-%1$03u_and_%2$03u.data\" "
-                               "using 1:(($4 - $2) / clock_freq_%2$u) notitle "
-                               "with lines linewidth 2 linetype 1 "
-                               "linecolor rgb \"gray60\", \\\n", i, j);
-       }
-#endif
-}
-
-
-/*
- * Write the analysis-specific graph lines in the gnuplot script.
- *
- * Args:
- *   syncState:    container for synchronization data
- *   i:            first trace number
- *   j:            second trace number, garanteed to be larger than i
- */
-static void writeAnalysisTraceTraceBackPlotsEval(SyncState* const syncState,
-       const unsigned int i, const unsigned int j)
-{
-#ifdef HAVE_LIBGLPK
-       fprintf(syncState->graphsStream,
-               "\t\"analysis_eval_accuracy-%1$03u_and_%2$03u.data\" "
-               "using 1:3:4 "
-               "title \"Synchronization accuracy\" "
-               "with filledcurves linewidth 2 linetype 1 "
-               "linecolor rgb \"black\" fill solid 0.25 noborder, \\\n", i, j);
-#endif
-}
-
-
-/*
- * Write the analysis-specific graph lines in the gnuplot script.
- *
- * Args:
- *   syncState:    container for synchronization data
- *   i:            first trace number
- *   j:            second trace number, garanteed to be larger than i
- */
-static void writeAnalysisTraceTraceForePlotsEval(SyncState* const syncState,
-       const unsigned int i, const unsigned int j)
-{
-       AnalysisDataEval* analysisData= syncState->analysisData;
-
-       analysisData->chullSS->analysisModule->graphFunctions.writeTraceTraceForePlots(analysisData->chullSS,
-               i, j);
-}
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