| 1 | /* This file is part of the Linux Trace Toolkit viewer |
| 2 | * Copyright (C) 2009, 2010 Benjamin Poirier <benjamin.poirier@polymtl.ca> |
| 3 | * |
| 4 | * This program is free software: you can redistribute it and/or modify it |
| 5 | * under the terms of the GNU Lesser General Public License as published by |
| 6 | * the Free Software Foundation, either version 2.1 of the License, or (at |
| 7 | * your option) any later version. |
| 8 | * |
| 9 | * This program is distributed in the hope that it will be useful, but WITHOUT |
| 10 | * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or |
| 11 | * FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public |
| 12 | * License for more details. |
| 13 | * |
| 14 | * You should have received a copy of the GNU Lesser General Public License |
| 15 | * along with this program. If not, see <http://www.gnu.org/licenses/>. |
| 16 | */ |
| 17 | #define _ISOC99_SOURCE |
| 18 | |
| 19 | #ifdef HAVE_CONFIG_H |
| 20 | #include <config.h> |
| 21 | #endif |
| 22 | |
| 23 | #include <errno.h> |
| 24 | #include <inttypes.h> |
| 25 | #include <math.h> |
| 26 | #include <float.h> |
| 27 | #include <stdlib.h> |
| 28 | #include <stdio.h> |
| 29 | #include <string.h> |
| 30 | #include <unistd.h> |
| 31 | |
| 32 | #include "sync_chain.h" |
| 33 | |
| 34 | #include "event_analysis_chull.h" |
| 35 | |
| 36 | |
| 37 | typedef enum |
| 38 | { |
| 39 | LOWER, |
| 40 | UPPER |
| 41 | } HullType; |
| 42 | |
| 43 | |
| 44 | typedef enum |
| 45 | { |
| 46 | MINIMUM, |
| 47 | MAXIMUM |
| 48 | } LineType; |
| 49 | |
| 50 | |
| 51 | // Functions common to all analysis modules |
| 52 | static void initAnalysisCHull(SyncState* const syncState); |
| 53 | static void destroyAnalysisCHull(SyncState* const syncState); |
| 54 | |
| 55 | static void analyzeMessageCHull(SyncState* const syncState, Message* const |
| 56 | message); |
| 57 | static AllFactors* finalizeAnalysisCHull(SyncState* const syncState); |
| 58 | static void printAnalysisStatsCHull(SyncState* const syncState); |
| 59 | static void writeAnalysisGraphsPlotsCHull(SyncState* const syncState, const |
| 60 | unsigned int i, const unsigned int j); |
| 61 | |
| 62 | // Functions specific to this module |
| 63 | static void openGraphFiles(SyncState* const syncState); |
| 64 | static void closeGraphFiles(SyncState* const syncState); |
| 65 | static void writeGraphFiles(SyncState* const syncState); |
| 66 | static void gfDumpHullToFile(gpointer data, gpointer userData); |
| 67 | |
| 68 | static void grahamScan(GQueue* const hull, Point* const newPoint, const |
| 69 | HullType type); |
| 70 | static int jointCmp(const Point* const p1, const Point* const p2, const Point* |
| 71 | const p3) __attribute__((pure)); |
| 72 | static double crossProductK(const Point const* p1, const Point const* p2, |
| 73 | const Point const* p3, const Point const* p4) __attribute__((pure)); |
| 74 | static Factors* calculateFactorsExact(GQueue* const cu, GQueue* const cl, const |
| 75 | LineType lineType) __attribute__((pure)); |
| 76 | static void calculateFactorsFallback(GQueue* const cr, GQueue* const cs, |
| 77 | PairFactors* const result); |
| 78 | static double slope(const Point* const p1, const Point* const p2) |
| 79 | __attribute__((pure)); |
| 80 | static double intercept(const Point* const p1, const Point* const p2) |
| 81 | __attribute__((pure)); |
| 82 | static double verticalDistance(Point* p1, Point* p2, Point* const point) |
| 83 | __attribute__((pure)); |
| 84 | |
| 85 | static void gfPointDestroy(gpointer data, gpointer userData); |
| 86 | |
| 87 | |
| 88 | static AnalysisModule analysisModuleCHull= { |
| 89 | .name= "chull", |
| 90 | .initAnalysis= &initAnalysisCHull, |
| 91 | .destroyAnalysis= &destroyAnalysisCHull, |
| 92 | .analyzeMessage= &analyzeMessageCHull, |
| 93 | .finalizeAnalysis= &finalizeAnalysisCHull, |
| 94 | .printAnalysisStats= &printAnalysisStatsCHull, |
| 95 | .graphFunctions= { |
| 96 | .writeTraceTraceForePlots= &writeAnalysisGraphsPlotsCHull, |
| 97 | } |
| 98 | }; |
| 99 | |
| 100 | |
| 101 | /* |
| 102 | * Analysis module registering function |
| 103 | */ |
| 104 | void registerAnalysisCHull() |
| 105 | { |
| 106 | g_queue_push_tail(&analysisModules, &analysisModuleCHull); |
| 107 | } |
| 108 | |
| 109 | |
| 110 | /* |
| 111 | * Analysis init function |
| 112 | * |
| 113 | * This function is called at the beginning of a synchronization run for a set |
| 114 | * of traces. |
| 115 | * |
| 116 | * Allocate some of the analysis specific data structures |
| 117 | * |
| 118 | * Args: |
| 119 | * syncState container for synchronization data. |
| 120 | * This function allocates or initializes these analysisData |
| 121 | * members: |
| 122 | * hullArray |
| 123 | * dropped |
| 124 | */ |
| 125 | static void initAnalysisCHull(SyncState* const syncState) |
| 126 | { |
| 127 | unsigned int i, j; |
| 128 | AnalysisDataCHull* analysisData; |
| 129 | |
| 130 | analysisData= malloc(sizeof(AnalysisDataCHull)); |
| 131 | syncState->analysisData= analysisData; |
| 132 | |
| 133 | analysisData->hullArray= malloc(syncState->traceNb * sizeof(GQueue**)); |
| 134 | for (i= 0; i < syncState->traceNb; i++) |
| 135 | { |
| 136 | analysisData->hullArray[i]= malloc(syncState->traceNb * sizeof(GQueue*)); |
| 137 | |
| 138 | for (j= 0; j < syncState->traceNb; j++) |
| 139 | { |
| 140 | analysisData->hullArray[i][j]= g_queue_new(); |
| 141 | } |
| 142 | } |
| 143 | |
| 144 | if (syncState->stats) |
| 145 | { |
| 146 | analysisData->stats= malloc(sizeof(AnalysisStatsCHull)); |
| 147 | analysisData->stats->dropped= 0; |
| 148 | analysisData->stats->allFactors= NULL; |
| 149 | } |
| 150 | |
| 151 | if (syncState->graphsStream) |
| 152 | { |
| 153 | analysisData->graphsData= malloc(sizeof(AnalysisGraphsDataCHull)); |
| 154 | openGraphFiles(syncState); |
| 155 | analysisData->graphsData->allFactors= NULL; |
| 156 | } |
| 157 | } |
| 158 | |
| 159 | |
| 160 | /* |
| 161 | * Create and open files used to store convex hull points to genereate |
| 162 | * graphs. Allocate and populate array to store file pointers. |
| 163 | * |
| 164 | * Args: |
| 165 | * syncState: container for synchronization data |
| 166 | */ |
| 167 | static void openGraphFiles(SyncState* const syncState) |
| 168 | { |
| 169 | unsigned int i, j; |
| 170 | int retval; |
| 171 | char* cwd; |
| 172 | char name[31]; |
| 173 | AnalysisDataCHull* analysisData; |
| 174 | |
| 175 | analysisData= (AnalysisDataCHull*) syncState->analysisData; |
| 176 | |
| 177 | cwd= changeToGraphsDir(syncState->graphsDir); |
| 178 | |
| 179 | analysisData->graphsData->hullPoints= malloc(syncState->traceNb * |
| 180 | sizeof(FILE**)); |
| 181 | for (i= 0; i < syncState->traceNb; i++) |
| 182 | { |
| 183 | analysisData->graphsData->hullPoints[i]= malloc(syncState->traceNb * |
| 184 | sizeof(FILE*)); |
| 185 | for (j= 0; j < syncState->traceNb; j++) |
| 186 | { |
| 187 | if (i != j) |
| 188 | { |
| 189 | retval= snprintf(name, sizeof(name), |
| 190 | "analysis_chull-%03u_to_%03u.data", j, i); |
| 191 | if (retval > sizeof(name) - 1) |
| 192 | { |
| 193 | name[sizeof(name) - 1]= '\0'; |
| 194 | } |
| 195 | if ((analysisData->graphsData->hullPoints[i][j]= fopen(name, "w")) == |
| 196 | NULL) |
| 197 | { |
| 198 | g_error(strerror(errno)); |
| 199 | } |
| 200 | } |
| 201 | } |
| 202 | } |
| 203 | |
| 204 | retval= chdir(cwd); |
| 205 | if (retval == -1) |
| 206 | { |
| 207 | g_error(strerror(errno)); |
| 208 | } |
| 209 | free(cwd); |
| 210 | } |
| 211 | |
| 212 | |
| 213 | /* |
| 214 | * Write hull points to files to generate graphs. |
| 215 | * |
| 216 | * Args: |
| 217 | * syncState: container for synchronization data |
| 218 | */ |
| 219 | static void writeGraphFiles(SyncState* const syncState) |
| 220 | { |
| 221 | unsigned int i, j; |
| 222 | AnalysisDataCHull* analysisData; |
| 223 | |
| 224 | analysisData= (AnalysisDataCHull*) syncState->analysisData; |
| 225 | |
| 226 | for (i= 0; i < syncState->traceNb; i++) |
| 227 | { |
| 228 | for (j= 0; j < syncState->traceNb; j++) |
| 229 | { |
| 230 | if (i != j) |
| 231 | { |
| 232 | g_queue_foreach(analysisData->hullArray[i][j], |
| 233 | &gfDumpHullToFile, |
| 234 | analysisData->graphsData->hullPoints[i][j]); |
| 235 | } |
| 236 | } |
| 237 | } |
| 238 | } |
| 239 | |
| 240 | |
| 241 | /* |
| 242 | * A GFunc for g_queue_foreach. Write a hull point to a file used to generate |
| 243 | * graphs |
| 244 | * |
| 245 | * Args: |
| 246 | * data: Point*, point to write to the file |
| 247 | * userData: FILE*, file pointer where to write the point |
| 248 | */ |
| 249 | static void gfDumpHullToFile(gpointer data, gpointer userData) |
| 250 | { |
| 251 | Point* point; |
| 252 | |
| 253 | point= (Point*) data; |
| 254 | fprintf((FILE*) userData, "%20" PRIu64 " %20" PRIu64 "\n", point->x, point->y); |
| 255 | } |
| 256 | |
| 257 | |
| 258 | /* |
| 259 | * Close files used to store convex hull points to generate graphs. |
| 260 | * Deallocate array to store file pointers. |
| 261 | * |
| 262 | * Args: |
| 263 | * syncState: container for synchronization data |
| 264 | */ |
| 265 | static void closeGraphFiles(SyncState* const syncState) |
| 266 | { |
| 267 | unsigned int i, j; |
| 268 | AnalysisDataCHull* analysisData; |
| 269 | int retval; |
| 270 | |
| 271 | analysisData= (AnalysisDataCHull*) syncState->analysisData; |
| 272 | |
| 273 | if (analysisData->graphsData->hullPoints == NULL) |
| 274 | { |
| 275 | return; |
| 276 | } |
| 277 | |
| 278 | for (i= 0; i < syncState->traceNb; i++) |
| 279 | { |
| 280 | for (j= 0; j < syncState->traceNb; j++) |
| 281 | { |
| 282 | if (i != j) |
| 283 | { |
| 284 | retval= fclose(analysisData->graphsData->hullPoints[i][j]); |
| 285 | if (retval != 0) |
| 286 | { |
| 287 | g_error(strerror(errno)); |
| 288 | } |
| 289 | } |
| 290 | } |
| 291 | free(analysisData->graphsData->hullPoints[i]); |
| 292 | } |
| 293 | free(analysisData->graphsData->hullPoints); |
| 294 | analysisData->graphsData->hullPoints= NULL; |
| 295 | } |
| 296 | |
| 297 | |
| 298 | /* |
| 299 | * Analysis destroy function |
| 300 | * |
| 301 | * Free the analysis specific data structures |
| 302 | * |
| 303 | * Args: |
| 304 | * syncState container for synchronization data. |
| 305 | * This function deallocates these analysisData members: |
| 306 | * hullArray |
| 307 | * stDev |
| 308 | */ |
| 309 | static void destroyAnalysisCHull(SyncState* const syncState) |
| 310 | { |
| 311 | unsigned int i, j; |
| 312 | AnalysisDataCHull* analysisData; |
| 313 | |
| 314 | analysisData= (AnalysisDataCHull*) syncState->analysisData; |
| 315 | |
| 316 | if (analysisData == NULL) |
| 317 | { |
| 318 | return; |
| 319 | } |
| 320 | |
| 321 | for (i= 0; i < syncState->traceNb; i++) |
| 322 | { |
| 323 | for (j= 0; j < syncState->traceNb; j++) |
| 324 | { |
| 325 | g_queue_foreach(analysisData->hullArray[i][j], gfPointDestroy, |
| 326 | NULL); |
| 327 | g_queue_free(analysisData->hullArray[i][j]); |
| 328 | } |
| 329 | free(analysisData->hullArray[i]); |
| 330 | } |
| 331 | free(analysisData->hullArray); |
| 332 | |
| 333 | if (syncState->stats) |
| 334 | { |
| 335 | freeAllFactors(analysisData->stats->allFactors, syncState->traceNb); |
| 336 | |
| 337 | free(analysisData->stats); |
| 338 | } |
| 339 | |
| 340 | if (syncState->graphsStream) |
| 341 | { |
| 342 | if (analysisData->graphsData->hullPoints != NULL) |
| 343 | { |
| 344 | closeGraphFiles(syncState); |
| 345 | } |
| 346 | |
| 347 | freeAllFactors(analysisData->graphsData->allFactors, |
| 348 | syncState->traceNb); |
| 349 | |
| 350 | free(analysisData->graphsData); |
| 351 | } |
| 352 | |
| 353 | free(syncState->analysisData); |
| 354 | syncState->analysisData= NULL; |
| 355 | } |
| 356 | |
| 357 | |
| 358 | /* |
| 359 | * Perform analysis on an event pair. |
| 360 | * |
| 361 | * Args: |
| 362 | * syncState container for synchronization data |
| 363 | * message structure containing the events |
| 364 | */ |
| 365 | static void analyzeMessageCHull(SyncState* const syncState, Message* const message) |
| 366 | { |
| 367 | AnalysisDataCHull* analysisData; |
| 368 | Point* newPoint; |
| 369 | HullType hullType; |
| 370 | GQueue* hull; |
| 371 | |
| 372 | analysisData= (AnalysisDataCHull*) syncState->analysisData; |
| 373 | |
| 374 | newPoint= malloc(sizeof(Point)); |
| 375 | if (message->inE->traceNum < message->outE->traceNum) |
| 376 | { |
| 377 | // CA is inE->traceNum |
| 378 | newPoint->x= message->inE->cpuTime; |
| 379 | newPoint->y= message->outE->cpuTime; |
| 380 | hullType= UPPER; |
| 381 | g_debug("Reception point hullArray[%lu][%lu] " |
| 382 | "x= inE->time= %" PRIu64 " y= outE->time= %" PRIu64, |
| 383 | message->inE->traceNum, message->outE->traceNum, newPoint->x, |
| 384 | newPoint->y); |
| 385 | } |
| 386 | else |
| 387 | { |
| 388 | // CA is outE->traceNum |
| 389 | newPoint->x= message->outE->cpuTime; |
| 390 | newPoint->y= message->inE->cpuTime; |
| 391 | hullType= LOWER; |
| 392 | g_debug("Send point hullArray[%lu][%lu] " |
| 393 | "x= inE->time= %" PRIu64 " y= outE->time= %" PRIu64, |
| 394 | message->inE->traceNum, message->outE->traceNum, newPoint->x, |
| 395 | newPoint->y); |
| 396 | } |
| 397 | |
| 398 | hull= |
| 399 | analysisData->hullArray[message->inE->traceNum][message->outE->traceNum]; |
| 400 | |
| 401 | if (hull->length >= 1 && newPoint->x < ((Point*) |
| 402 | g_queue_peek_tail(hull))->x) |
| 403 | { |
| 404 | if (syncState->stats) |
| 405 | { |
| 406 | analysisData->stats->dropped++; |
| 407 | } |
| 408 | |
| 409 | free(newPoint); |
| 410 | } |
| 411 | else |
| 412 | { |
| 413 | grahamScan(hull, newPoint, hullType); |
| 414 | } |
| 415 | } |
| 416 | |
| 417 | |
| 418 | /* |
| 419 | * Construct one half of a convex hull from abscissa-sorted points |
| 420 | * |
| 421 | * Args: |
| 422 | * hull: the points already in the hull |
| 423 | * newPoint: a new point to consider |
| 424 | * type: which half of the hull to construct |
| 425 | */ |
| 426 | static void grahamScan(GQueue* const hull, Point* const newPoint, const |
| 427 | HullType type) |
| 428 | { |
| 429 | int inversionFactor; |
| 430 | |
| 431 | g_debug("grahamScan(hull (length: %u), newPoint, %s)", hull->length, type |
| 432 | == LOWER ? "LOWER" : "UPPER"); |
| 433 | |
| 434 | if (type == LOWER) |
| 435 | { |
| 436 | inversionFactor= 1; |
| 437 | } |
| 438 | else |
| 439 | { |
| 440 | inversionFactor= -1; |
| 441 | } |
| 442 | |
| 443 | if (hull->length >= 2) |
| 444 | { |
| 445 | g_debug("jointCmp(hull[%u], hull[%u], newPoint) * inversionFactor = %d * %d = %d", |
| 446 | hull->length - 2, |
| 447 | hull->length - 1, |
| 448 | jointCmp(g_queue_peek_nth(hull, hull->length - 2), |
| 449 | g_queue_peek_tail(hull), newPoint), |
| 450 | inversionFactor, |
| 451 | jointCmp(g_queue_peek_nth(hull, hull->length - 2), |
| 452 | g_queue_peek_tail(hull), newPoint) * inversionFactor); |
| 453 | } |
| 454 | while (hull->length >= 2 && jointCmp(g_queue_peek_nth(hull, hull->length - |
| 455 | 2), g_queue_peek_tail(hull), newPoint) * inversionFactor <= 0) |
| 456 | { |
| 457 | g_debug("Removing hull[%u]", hull->length); |
| 458 | free((Point*) g_queue_pop_tail(hull)); |
| 459 | |
| 460 | if (hull->length >= 2) |
| 461 | { |
| 462 | g_debug("jointCmp(hull[%u], hull[%u], newPoint) * inversionFactor = %d * %d = %d", |
| 463 | hull->length - 2, |
| 464 | hull->length - 1, |
| 465 | jointCmp(g_queue_peek_nth(hull, hull->length - 2), |
| 466 | g_queue_peek_tail(hull), newPoint), |
| 467 | inversionFactor, |
| 468 | jointCmp(g_queue_peek_nth(hull, hull->length - 2), |
| 469 | g_queue_peek_tail(hull), newPoint) * inversionFactor); |
| 470 | } |
| 471 | } |
| 472 | g_queue_push_tail(hull, newPoint); |
| 473 | } |
| 474 | |
| 475 | |
| 476 | /* |
| 477 | * Finalize the factor calculations |
| 478 | * |
| 479 | * Args: |
| 480 | * syncState container for synchronization data. |
| 481 | * |
| 482 | * Returns: |
| 483 | * AllFactors* synchronization factors for each trace pair, the caller is |
| 484 | * responsible for freeing the structure |
| 485 | */ |
| 486 | static AllFactors* finalizeAnalysisCHull(SyncState* const syncState) |
| 487 | { |
| 488 | AnalysisDataCHull* analysisData; |
| 489 | AllFactors* allFactors; |
| 490 | |
| 491 | analysisData= (AnalysisDataCHull*) syncState->analysisData; |
| 492 | |
| 493 | if (syncState->graphsStream && analysisData->graphsData->hullPoints != NULL) |
| 494 | { |
| 495 | writeGraphFiles(syncState); |
| 496 | closeGraphFiles(syncState); |
| 497 | } |
| 498 | |
| 499 | allFactors= calculateAllFactors(syncState); |
| 500 | |
| 501 | if (syncState->stats) |
| 502 | { |
| 503 | allFactors->refCount++; |
| 504 | analysisData->stats->allFactors= allFactors; |
| 505 | } |
| 506 | |
| 507 | if (syncState->graphsStream) |
| 508 | { |
| 509 | allFactors->refCount++; |
| 510 | analysisData->graphsData->allFactors= allFactors; |
| 511 | } |
| 512 | |
| 513 | return allFactors; |
| 514 | } |
| 515 | |
| 516 | |
| 517 | /* |
| 518 | * Print statistics related to analysis. Must be called after |
| 519 | * finalizeAnalysis. |
| 520 | * |
| 521 | * Args: |
| 522 | * syncState container for synchronization data. |
| 523 | */ |
| 524 | static void printAnalysisStatsCHull(SyncState* const syncState) |
| 525 | { |
| 526 | AnalysisDataCHull* analysisData; |
| 527 | unsigned int i, j; |
| 528 | |
| 529 | if (!syncState->stats) |
| 530 | { |
| 531 | return; |
| 532 | } |
| 533 | |
| 534 | analysisData= (AnalysisDataCHull*) syncState->analysisData; |
| 535 | |
| 536 | printf("Convex hull analysis stats:\n"); |
| 537 | printf("\tout of order packets dropped from analysis: %u\n", |
| 538 | analysisData->stats->dropped); |
| 539 | |
| 540 | printf("\tNumber of points in convex hulls:\n"); |
| 541 | |
| 542 | for (i= 0; i < syncState->traceNb; i++) |
| 543 | { |
| 544 | for (j= i + 1; j < syncState->traceNb; j++) |
| 545 | { |
| 546 | printf("\t\t%3d - %-3d: lower half-hull %-5u upper half-hull %-5u\n", |
| 547 | i, j, analysisData->hullArray[j][i]->length, |
| 548 | analysisData->hullArray[i][j]->length); |
| 549 | } |
| 550 | } |
| 551 | |
| 552 | printf("\tIndividual synchronization factors:\n"); |
| 553 | |
| 554 | for (i= 0; i < syncState->traceNb; i++) |
| 555 | { |
| 556 | for (j= i + 1; j < syncState->traceNb; j++) |
| 557 | { |
| 558 | PairFactors* factorsCHull; |
| 559 | |
| 560 | factorsCHull= &analysisData->stats->allFactors->pairFactors[j][i]; |
| 561 | printf("\t\t%3d - %-3d: %s", i, j, |
| 562 | approxNames[factorsCHull->type]); |
| 563 | |
| 564 | if (factorsCHull->type == EXACT) |
| 565 | { |
| 566 | printf(" a0= % 7g a1= 1 %c %7g\n", |
| 567 | factorsCHull->approx->offset, |
| 568 | factorsCHull->approx->drift < 0. ? '-' : '+', |
| 569 | fabs(factorsCHull->approx->drift)); |
| 570 | } |
| 571 | else if (factorsCHull->type == ACCURATE) |
| 572 | { |
| 573 | printf("\n\t\t a0: % 7g to % 7g (delta= %7g)\n", |
| 574 | factorsCHull->max->offset, factorsCHull->min->offset, |
| 575 | factorsCHull->min->offset - factorsCHull->max->offset); |
| 576 | printf("\t\t a1: 1 %+7g to %+7g (delta= %7g)\n", |
| 577 | factorsCHull->min->drift - 1., factorsCHull->max->drift - |
| 578 | 1., factorsCHull->max->drift - factorsCHull->min->drift); |
| 579 | } |
| 580 | else if (factorsCHull->type == APPROXIMATE) |
| 581 | { |
| 582 | printf(" a0= % 7g a1= 1 %c %7g error= %7g\n", |
| 583 | factorsCHull->approx->offset, factorsCHull->approx->drift |
| 584 | - 1. < 0. ? '-' : '+', fabs(factorsCHull->approx->drift - |
| 585 | 1.), factorsCHull->accuracy); |
| 586 | } |
| 587 | else if (factorsCHull->type == INCOMPLETE) |
| 588 | { |
| 589 | printf("\n"); |
| 590 | |
| 591 | if (factorsCHull->min->drift != -INFINITY) |
| 592 | { |
| 593 | printf("\t\t min: a0: % 7g a1: 1 %c %7g\n", |
| 594 | factorsCHull->min->offset, factorsCHull->min->drift - |
| 595 | 1. < 0 ? '-' : '+', fabs(factorsCHull->min->drift - |
| 596 | 1.)); |
| 597 | } |
| 598 | if (factorsCHull->max->drift != INFINITY) |
| 599 | { |
| 600 | printf("\t\t max: a0: % 7g a1: 1 %c %7g\n", |
| 601 | factorsCHull->max->offset, factorsCHull->max->drift - |
| 602 | 1. < 0 ? '-' : '+', fabs(factorsCHull->max->drift - |
| 603 | 1.)); |
| 604 | } |
| 605 | } |
| 606 | else if (factorsCHull->type == SCREWED) |
| 607 | { |
| 608 | printf("\n"); |
| 609 | |
| 610 | if (factorsCHull->min != NULL && factorsCHull->min->drift != -INFINITY) |
| 611 | { |
| 612 | printf("\t\t min: a0: % 7g a1: 1 %c %7g\n", |
| 613 | factorsCHull->min->offset, factorsCHull->min->drift - |
| 614 | 1. < 0 ? '-' : '+', fabs(factorsCHull->min->drift - |
| 615 | 1.)); |
| 616 | } |
| 617 | if (factorsCHull->max != NULL && factorsCHull->max->drift != INFINITY) |
| 618 | { |
| 619 | printf("\t\t max: a0: % 7g a1: 1 %c %7g\n", |
| 620 | factorsCHull->max->offset, factorsCHull->max->drift - |
| 621 | 1. < 0 ? '-' : '+', fabs(factorsCHull->max->drift - |
| 622 | 1.)); |
| 623 | } |
| 624 | } |
| 625 | else if (factorsCHull->type == ABSENT) |
| 626 | { |
| 627 | printf("\n"); |
| 628 | } |
| 629 | else |
| 630 | { |
| 631 | g_assert_not_reached(); |
| 632 | } |
| 633 | } |
| 634 | } |
| 635 | } |
| 636 | |
| 637 | |
| 638 | /* |
| 639 | * A GFunc for g_queue_foreach() |
| 640 | * |
| 641 | * Args: |
| 642 | * data Point*, point to destroy |
| 643 | * user_data NULL |
| 644 | */ |
| 645 | static void gfPointDestroy(gpointer data, gpointer userData) |
| 646 | { |
| 647 | Point* point; |
| 648 | |
| 649 | point= (Point*) data; |
| 650 | free(point); |
| 651 | } |
| 652 | |
| 653 | |
| 654 | /* |
| 655 | * Find out if a sequence of three points constitutes a "left turn" or a |
| 656 | * "right turn". |
| 657 | * |
| 658 | * Args: |
| 659 | * p1, p2, p3: The three points. |
| 660 | * |
| 661 | * Returns: |
| 662 | * < 0 right turn |
| 663 | * 0 colinear (unlikely result since this uses floating point |
| 664 | * arithmetic) |
| 665 | * > 0 left turn |
| 666 | */ |
| 667 | static int jointCmp(const Point const* p1, const Point const* p2, const |
| 668 | Point const* p3) |
| 669 | { |
| 670 | double result; |
| 671 | const double fuzzFactor= 0.; |
| 672 | |
| 673 | result= crossProductK(p1, p2, p1, p3); |
| 674 | g_debug("crossProductK(p1= (%" PRIu64 ", %" PRIu64 "), " |
| 675 | "p2= (%" PRIu64 ", %" PRIu64 "), p1= (%" PRIu64 ", %" PRIu64 "), " |
| 676 | "p3= (%" PRIu64 ", %" PRIu64 "))= %g", |
| 677 | p1->x, p1->y, p2->x, p2->y, p1->x, p1->y, p3->x, p3->y, result); |
| 678 | if (result < fuzzFactor) |
| 679 | { |
| 680 | return -1; |
| 681 | } |
| 682 | else if (result > fuzzFactor) |
| 683 | { |
| 684 | return 1; |
| 685 | } |
| 686 | else |
| 687 | { |
| 688 | return 0; |
| 689 | } |
| 690 | } |
| 691 | |
| 692 | |
| 693 | /* |
| 694 | * Calculate the k component of the cross product of two vectors. |
| 695 | * |
| 696 | * Args: |
| 697 | * p1, p2: start and end points of the first vector |
| 698 | * p3, p4: start and end points of the second vector |
| 699 | * |
| 700 | * Returns: |
| 701 | * the k component of the cross product when considering the two vectors to |
| 702 | * be in the i-j plane. The direction (sign) of the result can be useful to |
| 703 | * determine the relative orientation of the two vectors. |
| 704 | */ |
| 705 | static double crossProductK(const Point const* p1, const Point const* p2, |
| 706 | const Point const* p3, const Point const* p4) |
| 707 | { |
| 708 | return ((double) p2->x - p1->x) * ((double) p4->y - p3->y) - ((double) |
| 709 | p2->y - p1->y) * ((double) p4->x - p3->x); |
| 710 | } |
| 711 | |
| 712 | |
| 713 | /* |
| 714 | * Analyze the convex hulls to determine the synchronization factors between |
| 715 | * each pair of trace. |
| 716 | * |
| 717 | * Args: |
| 718 | * syncState container for synchronization data. |
| 719 | * |
| 720 | * Returns: |
| 721 | * AllFactors*, see the documentation for the member allFactors of |
| 722 | * AnalysisStatsCHull. |
| 723 | */ |
| 724 | AllFactors* calculateAllFactors(SyncState* const syncState) |
| 725 | { |
| 726 | unsigned int traceNumA, traceNumB; |
| 727 | AllFactors* allFactors; |
| 728 | AnalysisDataCHull* analysisData; |
| 729 | |
| 730 | analysisData= (AnalysisDataCHull*) syncState->analysisData; |
| 731 | |
| 732 | // Allocate allFactors and calculate min and max |
| 733 | allFactors= createAllFactors(syncState->traceNb); |
| 734 | for (traceNumA= 0; traceNumA < syncState->traceNb; traceNumA++) |
| 735 | { |
| 736 | for (traceNumB= 0; traceNumB < traceNumA; traceNumB++) |
| 737 | { |
| 738 | unsigned int i; |
| 739 | GQueue* cs, * cr; |
| 740 | const struct |
| 741 | { |
| 742 | LineType lineType; |
| 743 | size_t factorsOffset; |
| 744 | } loopValues[]= { |
| 745 | {MINIMUM, offsetof(PairFactors, min)}, |
| 746 | {MAXIMUM, offsetof(PairFactors, max)} |
| 747 | }; |
| 748 | |
| 749 | cr= analysisData->hullArray[traceNumB][traceNumA]; |
| 750 | cs= analysisData->hullArray[traceNumA][traceNumB]; |
| 751 | |
| 752 | for (i= 0; i < sizeof(loopValues) / sizeof(*loopValues); i++) |
| 753 | { |
| 754 | g_debug("allFactors[%u][%u].%s = calculateFactorsExact(cr= " |
| 755 | "hullArray[%u][%u], cs= hullArray[%u][%u], %s)", |
| 756 | traceNumA, traceNumB, loopValues[i].factorsOffset == |
| 757 | offsetof(PairFactors, min) ? "min" : "max", traceNumB, |
| 758 | traceNumA, traceNumA, traceNumB, loopValues[i].lineType == |
| 759 | MINIMUM ? "MINIMUM" : "MAXIMUM"); |
| 760 | *((Factors**) ((void*) |
| 761 | &allFactors->pairFactors[traceNumA][traceNumB] + |
| 762 | loopValues[i].factorsOffset))= |
| 763 | calculateFactorsExact(cr, cs, loopValues[i].lineType); |
| 764 | } |
| 765 | } |
| 766 | } |
| 767 | |
| 768 | // Calculate approx when possible |
| 769 | for (traceNumA= 0; traceNumA < syncState->traceNb; traceNumA++) |
| 770 | { |
| 771 | for (traceNumB= 0; traceNumB < traceNumA; traceNumB++) |
| 772 | { |
| 773 | PairFactors* factorsCHull; |
| 774 | |
| 775 | factorsCHull= &allFactors->pairFactors[traceNumA][traceNumB]; |
| 776 | if (factorsCHull->min == NULL && factorsCHull->max == NULL) |
| 777 | { |
| 778 | factorsCHull->type= APPROXIMATE; |
| 779 | calculateFactorsFallback(analysisData->hullArray[traceNumB][traceNumA], |
| 780 | analysisData->hullArray[traceNumA][traceNumB], |
| 781 | &allFactors->pairFactors[traceNumA][traceNumB]); |
| 782 | } |
| 783 | else if (factorsCHull->min != NULL && factorsCHull->max != NULL) |
| 784 | { |
| 785 | if (factorsCHull->min->drift != -INFINITY && |
| 786 | factorsCHull->max->drift != INFINITY) |
| 787 | { |
| 788 | factorsCHull->type= ACCURATE; |
| 789 | calculateFactorsMiddle(factorsCHull); |
| 790 | } |
| 791 | else if (factorsCHull->min->drift != -INFINITY || |
| 792 | factorsCHull->max->drift != INFINITY) |
| 793 | { |
| 794 | factorsCHull->type= INCOMPLETE; |
| 795 | } |
| 796 | else |
| 797 | { |
| 798 | factorsCHull->type= ABSENT; |
| 799 | } |
| 800 | } |
| 801 | else |
| 802 | { |
| 803 | //g_assert_not_reached(); |
| 804 | factorsCHull->type= SCREWED; |
| 805 | } |
| 806 | } |
| 807 | } |
| 808 | |
| 809 | return allFactors; |
| 810 | } |
| 811 | |
| 812 | |
| 813 | /* Calculate approximative factors based on minimum and maximum limits. The |
| 814 | * best approximation to make is the interior bissector of the angle formed by |
| 815 | * the minimum and maximum lines. |
| 816 | * |
| 817 | * The formulae used come from [Haddad, Yoram: Performance dans les systèmes |
| 818 | * répartis: des outils pour les mesures, Université de Paris-Sud, Centre |
| 819 | * d'Orsay, September 1988] Section 6.1 p.44 |
| 820 | * |
| 821 | * The reasoning for choosing this estimator comes from [Duda, A., Harrus, G., |
| 822 | * Haddad, Y., and Bernard, G.: Estimating global time in distributed systems, |
| 823 | * Proc. 7th Int. Conf. on Distributed Computing Systems, Berlin, volume 18, |
| 824 | * 1987] p.303 |
| 825 | * |
| 826 | * Args: |
| 827 | * factors: contains the min and max limits, used to store the result |
| 828 | */ |
| 829 | void calculateFactorsMiddle(PairFactors* const factors) |
| 830 | { |
| 831 | double amin, amax, bmin, bmax, bhat; |
| 832 | |
| 833 | amin= factors->max->offset; |
| 834 | amax= factors->min->offset; |
| 835 | bmin= factors->min->drift; |
| 836 | bmax= factors->max->drift; |
| 837 | |
| 838 | g_assert_cmpfloat(bmax, >=, bmin); |
| 839 | |
| 840 | factors->approx= malloc(sizeof(Factors)); |
| 841 | bhat= (bmax * bmin - 1. + sqrt(1. + pow(bmax, 2.) * pow(bmin, 2.) + |
| 842 | pow(bmax, 2.) + pow(bmin, 2.))) / (bmax + bmin); |
| 843 | factors->approx->offset= amax - (amax - amin) / 2. * (pow(bhat, 2.) + 1.) |
| 844 | / (1. + bhat * bmax); |
| 845 | factors->approx->drift= bhat; |
| 846 | factors->accuracy= bmax - bmin; |
| 847 | } |
| 848 | |
| 849 | |
| 850 | /* |
| 851 | * Analyze the convex hulls to determine the minimum or maximum |
| 852 | * synchronization factors between one pair of trace. |
| 853 | * |
| 854 | * This implements and improves upon the algorithm in [Haddad, Yoram: |
| 855 | * Performance dans les systèmes répartis: des outils pour les mesures, |
| 856 | * Université de Paris-Sud, Centre d'Orsay, September 1988] Section 6.2 p.47 |
| 857 | * |
| 858 | * Some degenerate cases are possible: |
| 859 | * 1) the result is unbounded. In that case, when searching for the maximum |
| 860 | * factors, result->drift= INFINITY; result->offset= -INFINITY. When |
| 861 | * searching for the minimum factors, it is the opposite. It is not |
| 862 | * possible to improve the situation with this data. |
| 863 | * 2) no line can be above the upper hull and below the lower hull. This is |
| 864 | * because the hulls intersect each other or are reversed. This means that |
| 865 | * an assertion was false. Most probably, the clocks are not linear. It is |
| 866 | * possible to repeat the search with another algorithm that will find a |
| 867 | * "best effort" approximation. See calculateFactorsApprox(). |
| 868 | * |
| 869 | * Args: |
| 870 | * cu: the upper half-convex hull, the line must pass above this |
| 871 | * and touch it in one point |
| 872 | * cl: the lower half-convex hull, the line must pass below this |
| 873 | * and touch it in one point |
| 874 | * lineType: search for minimum or maximum factors |
| 875 | * |
| 876 | * Returns: |
| 877 | * If a result is found, a struct Factors is allocated, filed with the |
| 878 | * result and returned |
| 879 | * NULL otherwise, degenerate case 2 is in effect |
| 880 | */ |
| 881 | static Factors* calculateFactorsExact(GQueue* const cu, GQueue* const cl, const |
| 882 | LineType lineType) |
| 883 | { |
| 884 | GQueue* c1, * c2; |
| 885 | unsigned int i1, i2; |
| 886 | Point* p1, * p2; |
| 887 | double inversionFactor; |
| 888 | Factors* result; |
| 889 | |
| 890 | g_debug("calculateFactorsExact(cu= %p, cl= %p, %s)", cu, cl, lineType == |
| 891 | MINIMUM ? "MINIMUM" : "MAXIMUM"); |
| 892 | |
| 893 | if (lineType == MINIMUM) |
| 894 | { |
| 895 | c1= cl; |
| 896 | c2= cu; |
| 897 | inversionFactor= -1.; |
| 898 | } |
| 899 | else |
| 900 | { |
| 901 | c1= cu; |
| 902 | c2= cl; |
| 903 | inversionFactor= 1.; |
| 904 | } |
| 905 | |
| 906 | i1= 0; |
| 907 | i2= c2->length - 1; |
| 908 | |
| 909 | // Check for degenerate case 1 |
| 910 | if (c1->length == 0 || c2->length == 0 || ((Point*) g_queue_peek_nth(c1, |
| 911 | i1))->x >= ((Point*) g_queue_peek_nth(c2, i2))->x) |
| 912 | { |
| 913 | result= malloc(sizeof(Factors)); |
| 914 | if (lineType == MINIMUM) |
| 915 | { |
| 916 | result->drift= -INFINITY; |
| 917 | result->offset= INFINITY; |
| 918 | } |
| 919 | else |
| 920 | { |
| 921 | result->drift= INFINITY; |
| 922 | result->offset= -INFINITY; |
| 923 | } |
| 924 | |
| 925 | return result; |
| 926 | } |
| 927 | |
| 928 | do |
| 929 | { |
| 930 | while |
| 931 | ( |
| 932 | (int) i2 - 1 > 0 |
| 933 | && crossProductK( |
| 934 | g_queue_peek_nth(c1, i1), |
| 935 | g_queue_peek_nth(c2, i2), |
| 936 | g_queue_peek_nth(c1, i1), |
| 937 | g_queue_peek_nth(c2, i2 - 1)) * inversionFactor < 0. |
| 938 | ) |
| 939 | { |
| 940 | if (((Point*) g_queue_peek_nth(c1, i1))->x |
| 941 | < ((Point*) g_queue_peek_nth(c2, i2 - 1))->x) |
| 942 | { |
| 943 | i2--; |
| 944 | } |
| 945 | else |
| 946 | { |
| 947 | // Degenerate case 2 |
| 948 | return NULL; |
| 949 | } |
| 950 | } |
| 951 | while |
| 952 | ( |
| 953 | i1 + 1 < c1->length - 1 |
| 954 | && crossProductK( |
| 955 | g_queue_peek_nth(c1, i1), |
| 956 | g_queue_peek_nth(c2, i2), |
| 957 | g_queue_peek_nth(c1, i1 + 1), |
| 958 | g_queue_peek_nth(c2, i2)) * inversionFactor < 0. |
| 959 | ) |
| 960 | { |
| 961 | if (((Point*) g_queue_peek_nth(c1, i1 + 1))->x |
| 962 | < ((Point*) g_queue_peek_nth(c2, i2))->x) |
| 963 | { |
| 964 | i1++; |
| 965 | } |
| 966 | else |
| 967 | { |
| 968 | // Degenerate case 2 |
| 969 | return NULL; |
| 970 | } |
| 971 | } |
| 972 | } while |
| 973 | ( |
| 974 | (int) i2 - 1 > 0 |
| 975 | && crossProductK( |
| 976 | g_queue_peek_nth(c1, i1), |
| 977 | g_queue_peek_nth(c2, i2), |
| 978 | g_queue_peek_nth(c1, i1), |
| 979 | g_queue_peek_nth(c2, i2 - 1)) * inversionFactor < 0. |
| 980 | ); |
| 981 | |
| 982 | p1= g_queue_peek_nth(c1, i1); |
| 983 | p2= g_queue_peek_nth(c2, i2); |
| 984 | |
| 985 | g_debug("Resulting points are: c1[i1]: x= %" PRIu64 " y= %" PRIu64 |
| 986 | " c2[i2]: x= %" PRIu64 " y= %" PRIu64 "", p1->x, p1->y, p2->x, p2->y); |
| 987 | |
| 988 | result= malloc(sizeof(Factors)); |
| 989 | result->drift= slope(p1, p2); |
| 990 | result->offset= intercept(p1, p2); |
| 991 | |
| 992 | g_debug("Resulting factors are: drift= %g offset= %g", result->drift, |
| 993 | result->offset); |
| 994 | |
| 995 | return result; |
| 996 | } |
| 997 | |
| 998 | |
| 999 | /* |
| 1000 | * Analyze the convex hulls to determine approximate synchronization factors |
| 1001 | * between one pair of trace when there is no line that can fit in the |
| 1002 | * corridor separating them. |
| 1003 | * |
| 1004 | * This implements the algorithm in [Ashton, P.: Algorithms for Off-line Clock |
| 1005 | * Synchronisation, University of Canterbury, December 1995, 26] Section 4.2.2 |
| 1006 | * p.7 |
| 1007 | * |
| 1008 | * For each point p1 in cr |
| 1009 | * For each point p2 in cs |
| 1010 | * errorMin= 0 |
| 1011 | * Calculate the line paramaters |
| 1012 | * For each point p3 in each convex hull |
| 1013 | * If p3 is on the wrong side of the line |
| 1014 | * error+= distance |
| 1015 | * If error < errorMin |
| 1016 | * Update results |
| 1017 | * |
| 1018 | * Args: |
| 1019 | * cr: the upper half-convex hull |
| 1020 | * cs: the lower half-convex hull |
| 1021 | * result: a pointer to the pre-allocated struct where the results |
| 1022 | * will be stored |
| 1023 | */ |
| 1024 | static void calculateFactorsFallback(GQueue* const cr, GQueue* const cs, |
| 1025 | PairFactors* const result) |
| 1026 | { |
| 1027 | unsigned int i, j, k; |
| 1028 | double errorMin; |
| 1029 | Factors* approx; |
| 1030 | |
| 1031 | errorMin= INFINITY; |
| 1032 | approx= malloc(sizeof(Factors)); |
| 1033 | |
| 1034 | for (i= 0; i < cs->length; i++) |
| 1035 | { |
| 1036 | for (j= 0; j < cr->length; j++) |
| 1037 | { |
| 1038 | double error; |
| 1039 | Point p1, p2; |
| 1040 | |
| 1041 | error= 0.; |
| 1042 | |
| 1043 | if (((Point*) g_queue_peek_nth(cs, i))->x < ((Point*)g_queue_peek_nth(cr, j))->x) |
| 1044 | { |
| 1045 | p1= *(Point*)g_queue_peek_nth(cs, i); |
| 1046 | p2= *(Point*)g_queue_peek_nth(cr, j); |
| 1047 | } |
| 1048 | else |
| 1049 | { |
| 1050 | p1= *(Point*)g_queue_peek_nth(cr, j); |
| 1051 | p2= *(Point*)g_queue_peek_nth(cs, i); |
| 1052 | } |
| 1053 | |
| 1054 | // The lower hull should be above the point |
| 1055 | for (k= 0; k < cs->length; k++) |
| 1056 | { |
| 1057 | if (jointCmp(&p1, &p2, g_queue_peek_nth(cs, k)) < 0.) |
| 1058 | { |
| 1059 | error+= verticalDistance(&p1, &p2, g_queue_peek_nth(cs, k)); |
| 1060 | } |
| 1061 | } |
| 1062 | |
| 1063 | // The upper hull should be below the point |
| 1064 | for (k= 0; k < cr->length; k++) |
| 1065 | { |
| 1066 | if (jointCmp(&p1, &p2, g_queue_peek_nth(cr, k)) > 0.) |
| 1067 | { |
| 1068 | error+= verticalDistance(&p1, &p2, g_queue_peek_nth(cr, k)); |
| 1069 | } |
| 1070 | } |
| 1071 | |
| 1072 | if (error < errorMin) |
| 1073 | { |
| 1074 | g_debug("Fallback: i= %u j= %u is a better match (error= %g)", i, j, error); |
| 1075 | approx->drift= slope(&p1, &p2); |
| 1076 | approx->offset= intercept(&p1, &p2); |
| 1077 | errorMin= error; |
| 1078 | } |
| 1079 | } |
| 1080 | } |
| 1081 | |
| 1082 | result->approx= approx; |
| 1083 | result->accuracy= errorMin; |
| 1084 | } |
| 1085 | |
| 1086 | |
| 1087 | /* |
| 1088 | * Calculate the vertical distance between a line and a point |
| 1089 | * |
| 1090 | * Args: |
| 1091 | * p1, p2: Two points defining the line |
| 1092 | * point: a point |
| 1093 | * |
| 1094 | * Return: |
| 1095 | * the vertical distance |
| 1096 | */ |
| 1097 | static double verticalDistance(Point* p1, Point* p2, Point* const point) |
| 1098 | { |
| 1099 | return fabs(slope(p1, p2) * point->x + intercept(p1, p2) - point->y); |
| 1100 | } |
| 1101 | |
| 1102 | |
| 1103 | /* |
| 1104 | * Calculate the slope between two points |
| 1105 | * |
| 1106 | * Args: |
| 1107 | * p1, p2 the two points |
| 1108 | * |
| 1109 | * Returns: |
| 1110 | * the slope |
| 1111 | */ |
| 1112 | static double slope(const Point* const p1, const Point* const p2) |
| 1113 | { |
| 1114 | return ((double) p2->y - p1->y) / (p2->x - p1->x); |
| 1115 | } |
| 1116 | |
| 1117 | |
| 1118 | /* Calculate the y-intercept of a line that passes by two points |
| 1119 | * |
| 1120 | * Args: |
| 1121 | * p1, p2 the two points |
| 1122 | * |
| 1123 | * Returns: |
| 1124 | * the y-intercept |
| 1125 | */ |
| 1126 | static double intercept(const Point* const p1, const Point* const p2) |
| 1127 | { |
| 1128 | return ((double) p2->y * p1->x - (double) p1->y * p2->x) / ((double) p1->x - p2->x); |
| 1129 | } |
| 1130 | |
| 1131 | |
| 1132 | /* |
| 1133 | * Write the analysis-specific graph lines in the gnuplot script. |
| 1134 | * |
| 1135 | * Args: |
| 1136 | * syncState: container for synchronization data |
| 1137 | * i: first trace number |
| 1138 | * j: second trace number, garanteed to be larger than i |
| 1139 | */ |
| 1140 | void writeAnalysisGraphsPlotsCHull(SyncState* const syncState, const unsigned |
| 1141 | int i, const unsigned int j) |
| 1142 | { |
| 1143 | AnalysisDataCHull* analysisData; |
| 1144 | PairFactors* factorsCHull; |
| 1145 | |
| 1146 | analysisData= (AnalysisDataCHull*) syncState->analysisData; |
| 1147 | |
| 1148 | fprintf(syncState->graphsStream, |
| 1149 | "\t\"analysis_chull-%1$03d_to_%2$03d.data\" " |
| 1150 | "title \"Lower half-hull\" with linespoints " |
| 1151 | "linecolor rgb \"#015a01\" linetype 4 pointtype 8 pointsize 0.8, \\\n" |
| 1152 | "\t\"analysis_chull-%2$03d_to_%1$03d.data\" " |
| 1153 | "title \"Upper half-hull\" with linespoints " |
| 1154 | "linecolor rgb \"#003366\" linetype 4 pointtype 10 pointsize 0.8, \\\n", |
| 1155 | i, j); |
| 1156 | |
| 1157 | factorsCHull= &analysisData->graphsData->allFactors->pairFactors[j][i]; |
| 1158 | if (factorsCHull->type == EXACT) |
| 1159 | { |
| 1160 | fprintf(syncState->graphsStream, |
| 1161 | "\t%7g + %7g * x " |
| 1162 | "title \"Exact conversion\" with lines " |
| 1163 | "linecolor rgb \"black\" linetype 1, \\\n", |
| 1164 | factorsCHull->approx->offset, factorsCHull->approx->drift); |
| 1165 | } |
| 1166 | else if (factorsCHull->type == ACCURATE) |
| 1167 | { |
| 1168 | fprintf(syncState->graphsStream, |
| 1169 | "\t%.2f + %.10f * x " |
| 1170 | "title \"Min conversion\" with lines " |
| 1171 | "linecolor rgb \"black\" linetype 5, \\\n", |
| 1172 | factorsCHull->min->offset, factorsCHull->min->drift); |
| 1173 | fprintf(syncState->graphsStream, |
| 1174 | "\t%.2f + %.10f * x " |
| 1175 | "title \"Max conversion\" with lines " |
| 1176 | "linecolor rgb \"black\" linetype 8, \\\n", |
| 1177 | factorsCHull->max->offset, factorsCHull->max->drift); |
| 1178 | fprintf(syncState->graphsStream, |
| 1179 | "\t%.2f + %.10f * x " |
| 1180 | "title \"Middle conversion\" with lines " |
| 1181 | "linecolor rgb \"black\" linetype 1, \\\n", |
| 1182 | factorsCHull->approx->offset, factorsCHull->approx->drift); |
| 1183 | } |
| 1184 | else if (factorsCHull->type == APPROXIMATE) |
| 1185 | { |
| 1186 | fprintf(syncState->graphsStream, |
| 1187 | "\t%.2f + %.10f * x " |
| 1188 | "title \"Fallback conversion\" with lines " |
| 1189 | "linecolor rgb \"gray60\" linetype 1, \\\n", |
| 1190 | factorsCHull->approx->offset, factorsCHull->approx->drift); |
| 1191 | } |
| 1192 | else if (factorsCHull->type == INCOMPLETE) |
| 1193 | { |
| 1194 | if (factorsCHull->min->drift != -INFINITY) |
| 1195 | { |
| 1196 | fprintf(syncState->graphsStream, |
| 1197 | "\t%.2f + %.10f * x " |
| 1198 | "title \"Min conversion\" with lines " |
| 1199 | "linecolor rgb \"black\" linetype 5, \\\n", |
| 1200 | factorsCHull->min->offset, factorsCHull->min->drift); |
| 1201 | } |
| 1202 | |
| 1203 | if (factorsCHull->max->drift != INFINITY) |
| 1204 | { |
| 1205 | fprintf(syncState->graphsStream, |
| 1206 | "\t%.2f + %.10f * x " |
| 1207 | "title \"Max conversion\" with lines " |
| 1208 | "linecolor rgb \"black\" linetype 8, \\\n", |
| 1209 | factorsCHull->max->offset, factorsCHull->max->drift); |
| 1210 | } |
| 1211 | } |
| 1212 | else if (factorsCHull->type == SCREWED) |
| 1213 | { |
| 1214 | if (factorsCHull->min != NULL && factorsCHull->min->drift != -INFINITY) |
| 1215 | { |
| 1216 | fprintf(syncState->graphsStream, |
| 1217 | "\t%.2f + %.10f * x " |
| 1218 | "title \"Min conversion\" with lines " |
| 1219 | "linecolor rgb \"black\" linetype 5, \\\n", |
| 1220 | factorsCHull->min->offset, factorsCHull->min->drift); |
| 1221 | } |
| 1222 | |
| 1223 | if (factorsCHull->max != NULL && factorsCHull->max->drift != INFINITY) |
| 1224 | { |
| 1225 | fprintf(syncState->graphsStream, |
| 1226 | "\t%.2f + %.10f * x " |
| 1227 | "title \"Max conversion\" with lines " |
| 1228 | "linecolor rgb \"black\" linetype 8, \\\n", |
| 1229 | factorsCHull->max->offset, factorsCHull->max->drift); |
| 1230 | } |
| 1231 | } |
| 1232 | else if (factorsCHull->type == ABSENT) |
| 1233 | { |
| 1234 | } |
| 1235 | else |
| 1236 | { |
| 1237 | g_assert_not_reached(); |
| 1238 | } |
| 1239 | } |