| 1 | /* |
|---|
| 2 | * Traveling Salesman Problem solution algorithm for PostgreSQL |
|---|
| 3 | * |
|---|
| 4 | * Copyright (c) 2006 Anton A. Patrushev, Orkney, Inc. |
|---|
| 5 | * |
|---|
| 6 | * This program is free software; you can redistribute it and/or modify |
|---|
| 7 | * it under the terms of the GNU General Public License as published by |
|---|
| 8 | * the Free Software Foundation; either version 2 of the License, or |
|---|
| 9 | * (at your option) any later version. |
|---|
| 10 | * |
|---|
| 11 | * This program is distributed in the hope that it will be useful, |
|---|
| 12 | * but WITHOUT ANY WARRANTY; without even the implied warranty of |
|---|
| 13 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
|---|
| 14 | * GNU General Public License for more details. |
|---|
| 15 | * |
|---|
| 16 | * You should have received a copy of the GNU General Public License |
|---|
| 17 | * along with this program; if not, write to the Free Software |
|---|
| 18 | * Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA. |
|---|
| 19 | * |
|---|
| 20 | */ |
|---|
| 21 | |
|---|
| 22 | #include "tsp.h" |
|---|
| 23 | |
|---|
| 24 | #include "postgres.h" |
|---|
| 25 | #include "executor/spi.h" |
|---|
| 26 | #include "funcapi.h" |
|---|
| 27 | |
|---|
| 28 | #include "string.h" |
|---|
| 29 | #include "math.h" |
|---|
| 30 | |
|---|
| 31 | #ifdef PG_MODULE_MAGIC |
|---|
| 32 | PG_MODULE_MAGIC; |
|---|
| 33 | #endif |
|---|
| 34 | |
|---|
| 35 | |
|---|
| 36 | // ------------------------------------------------------------------------ |
|---|
| 37 | |
|---|
| 38 | /* |
|---|
| 39 | * Define this to have profiling enabled |
|---|
| 40 | */ |
|---|
| 41 | //#define PROFILE |
|---|
| 42 | |
|---|
| 43 | #ifdef PROFILE |
|---|
| 44 | #include <sys/time.h> |
|---|
| 45 | |
|---|
| 46 | struct timeval prof_tsp, prof_store, prof_extract, prof_total; |
|---|
| 47 | long proftime[5]; |
|---|
| 48 | long profipts1, profipts2, profopts; |
|---|
| 49 | #define profstart(x) do { gettimeofday(&x, NULL); } while (0); |
|---|
| 50 | #define profstop(n, x) do { struct timeval _profstop; \ |
|---|
| 51 | long _proftime; \ |
|---|
| 52 | gettimeofday(&_profstop, NULL); \ |
|---|
| 53 | _proftime = ( _profstop.tv_sec*1000000+_profstop.tv_usec) - \ |
|---|
| 54 | ( x.tv_sec*1000000+x.tv_usec); \ |
|---|
| 55 | elog(NOTICE, \ |
|---|
| 56 | "PRF(%s) %lu (%f ms)", \ |
|---|
| 57 | (n), \ |
|---|
| 58 | _proftime, _proftime / 1000.0); \ |
|---|
| 59 | } while (0); |
|---|
| 60 | |
|---|
| 61 | #else |
|---|
| 62 | |
|---|
| 63 | #define profstart(x) do { } while (0); |
|---|
| 64 | #define profstop(n, x) do { } while (0); |
|---|
| 65 | |
|---|
| 66 | #endif // PROFILE |
|---|
| 67 | |
|---|
| 68 | // ------------------------------------------------------------------------ |
|---|
| 69 | |
|---|
| 70 | Datum tsp(PG_FUNCTION_ARGS); |
|---|
| 71 | |
|---|
| 72 | #undef DEBUG |
|---|
| 73 | //#define DEBUG 1 |
|---|
| 74 | |
|---|
| 75 | #ifdef DEBUG |
|---|
| 76 | #define DBG(format, arg...) \ |
|---|
| 77 | elog(NOTICE, format , ## arg) |
|---|
| 78 | #else |
|---|
| 79 | #define DBG(format, arg...) do { ; } while (0) |
|---|
| 80 | #endif |
|---|
| 81 | |
|---|
| 82 | // The number of tuples to fetch from the SPI cursor at each iteration |
|---|
| 83 | #define TUPLIMIT 1000 |
|---|
| 84 | |
|---|
| 85 | // Apologies for using fixed-length arrays. But this is an example, not |
|---|
| 86 | // production code ;) |
|---|
| 87 | //#define MAX_TOWNS 40 |
|---|
| 88 | |
|---|
| 89 | float DISTANCE[MAX_TOWNS][MAX_TOWNS]; |
|---|
| 90 | float x[MAX_TOWNS],y[MAX_TOWNS]; |
|---|
| 91 | int total_tuples; |
|---|
| 92 | |
|---|
| 93 | |
|---|
| 94 | static char * |
|---|
| 95 | text2char(text *in) |
|---|
| 96 | { |
|---|
| 97 | char *out = (char*)palloc(VARSIZE(in)); |
|---|
| 98 | |
|---|
| 99 | memcpy(out, VARDATA(in), VARSIZE(in) - VARHDRSZ); |
|---|
| 100 | out[VARSIZE(in) - VARHDRSZ] = '\0'; |
|---|
| 101 | return out; |
|---|
| 102 | } |
|---|
| 103 | |
|---|
| 104 | static int |
|---|
| 105 | finish(int code, int ret) |
|---|
| 106 | { |
|---|
| 107 | code = SPI_finish(); |
|---|
| 108 | if (code != SPI_OK_FINISH ) |
|---|
| 109 | { |
|---|
| 110 | elog(ERROR,"couldn't disconnect from SPI"); |
|---|
| 111 | return -1 ; |
|---|
| 112 | } |
|---|
| 113 | return ret; |
|---|
| 114 | } |
|---|
| 115 | |
|---|
| 116 | |
|---|
| 117 | typedef struct point_columns |
|---|
| 118 | { |
|---|
| 119 | int id; |
|---|
| 120 | float8 x; |
|---|
| 121 | float8 y; |
|---|
| 122 | } point_columns_t; |
|---|
| 123 | |
|---|
| 124 | |
|---|
| 125 | static int |
|---|
| 126 | fetch_point_columns(SPITupleTable *tuptable, point_columns_t *point_columns) |
|---|
| 127 | { |
|---|
| 128 | DBG("Fetching point"); |
|---|
| 129 | |
|---|
| 130 | point_columns->id = SPI_fnumber(SPI_tuptable->tupdesc, "source_id"); |
|---|
| 131 | point_columns->x = SPI_fnumber(SPI_tuptable->tupdesc, "x"); |
|---|
| 132 | point_columns->y = SPI_fnumber(SPI_tuptable->tupdesc, "y"); |
|---|
| 133 | if (point_columns->id == SPI_ERROR_NOATTRIBUTE || |
|---|
| 134 | point_columns->x == SPI_ERROR_NOATTRIBUTE || |
|---|
| 135 | point_columns->y == SPI_ERROR_NOATTRIBUTE) |
|---|
| 136 | { |
|---|
| 137 | elog(ERROR, "Error, query must return columns " |
|---|
| 138 | "'source_id', 'x' and 'y'"); |
|---|
| 139 | return -1; |
|---|
| 140 | } |
|---|
| 141 | |
|---|
| 142 | DBG("* Point %i [%f, %f]", point_columns->id, point_columns->x, |
|---|
| 143 | point_columns->y); |
|---|
| 144 | |
|---|
| 145 | return 0; |
|---|
| 146 | } |
|---|
| 147 | |
|---|
| 148 | static void |
|---|
| 149 | fetch_point(HeapTuple *tuple, TupleDesc *tupdesc, |
|---|
| 150 | point_columns_t *point_columns, point_t *point) |
|---|
| 151 | { |
|---|
| 152 | Datum binval; |
|---|
| 153 | bool isnull; |
|---|
| 154 | |
|---|
| 155 | DBG("inside fetch_point\n"); |
|---|
| 156 | |
|---|
| 157 | binval = SPI_getbinval(*tuple, *tupdesc, point_columns->id, &isnull); |
|---|
| 158 | DBG("Got id\n"); |
|---|
| 159 | |
|---|
| 160 | if (isnull) |
|---|
| 161 | elog(ERROR, "id contains a null value"); |
|---|
| 162 | |
|---|
| 163 | point->id = DatumGetInt32(binval); |
|---|
| 164 | |
|---|
| 165 | DBG("id = %i\n", point->id); |
|---|
| 166 | |
|---|
| 167 | binval = SPI_getbinval(*tuple, *tupdesc, point_columns->x, &isnull); |
|---|
| 168 | if (isnull) |
|---|
| 169 | elog(ERROR, "x contains a null value"); |
|---|
| 170 | |
|---|
| 171 | point->x = DatumGetFloat8(binval); |
|---|
| 172 | |
|---|
| 173 | DBG("x = %f\n", point->x); |
|---|
| 174 | |
|---|
| 175 | binval = SPI_getbinval(*tuple, *tupdesc, point_columns->y, &isnull); |
|---|
| 176 | |
|---|
| 177 | if (isnull) |
|---|
| 178 | elog(ERROR, "y contains a null value"); |
|---|
| 179 | |
|---|
| 180 | point->y = DatumGetFloat8(binval); |
|---|
| 181 | |
|---|
| 182 | DBG("y = %f\n", point->y); |
|---|
| 183 | } |
|---|
| 184 | |
|---|
| 185 | |
|---|
| 186 | static int solve_tsp(char* sql, char* p_ids, |
|---|
| 187 | int source, path_element_t* path) |
|---|
| 188 | { |
|---|
| 189 | int SPIcode; |
|---|
| 190 | void *SPIplan; |
|---|
| 191 | Portal SPIportal; |
|---|
| 192 | bool moredata = TRUE; |
|---|
| 193 | int ntuples; |
|---|
| 194 | |
|---|
| 195 | //todo replace path (vector of path_element_t) with this array |
|---|
| 196 | int ids[MAX_TOWNS]; |
|---|
| 197 | |
|---|
| 198 | point_t *points=NULL; |
|---|
| 199 | point_columns_t point_columns = {id: -1, x: -1, y:-1}; |
|---|
| 200 | |
|---|
| 201 | char *err_msg = NULL; |
|---|
| 202 | int ret = -1; |
|---|
| 203 | |
|---|
| 204 | char *p; |
|---|
| 205 | int z = 0; |
|---|
| 206 | |
|---|
| 207 | int tt, cc; |
|---|
| 208 | double dx, dy; |
|---|
| 209 | float fit=0.0; |
|---|
| 210 | |
|---|
| 211 | DBG("inside tsp\n"); |
|---|
| 212 | |
|---|
| 213 | //int total_tuples = 0; |
|---|
| 214 | total_tuples = 0; |
|---|
| 215 | |
|---|
| 216 | p = strtok(p_ids, ","); |
|---|
| 217 | while(p != NULL) |
|---|
| 218 | { |
|---|
| 219 | // ((path_element_t*)path)[z].vertex_id = atoi(p); |
|---|
| 220 | ids[z]=atoi(p); |
|---|
| 221 | p = strtok(NULL, ","); |
|---|
| 222 | z++; |
|---|
| 223 | if(z >= MAX_TOWNS) |
|---|
| 224 | { |
|---|
| 225 | elog(ERROR, "Number of points exeeds max number."); |
|---|
| 226 | break; |
|---|
| 227 | } |
|---|
| 228 | } |
|---|
| 229 | |
|---|
| 230 | DBG("ZZZ %i\n",z); |
|---|
| 231 | DBG("start tsp\n"); |
|---|
| 232 | |
|---|
| 233 | SPIcode = SPI_connect(); |
|---|
| 234 | |
|---|
| 235 | if (SPIcode != SPI_OK_CONNECT) |
|---|
| 236 | { |
|---|
| 237 | elog(ERROR, "tsp: couldn't open a connection to SPI"); |
|---|
| 238 | return -1; |
|---|
| 239 | } |
|---|
| 240 | |
|---|
| 241 | SPIplan = SPI_prepare(sql, 0, NULL); |
|---|
| 242 | |
|---|
| 243 | if (SPIplan == NULL) |
|---|
| 244 | { |
|---|
| 245 | elog(ERROR, "tsp: couldn't create query plan via SPI"); |
|---|
| 246 | return -1; |
|---|
| 247 | } |
|---|
| 248 | |
|---|
| 249 | if ((SPIportal = SPI_cursor_open(NULL, SPIplan, NULL, NULL, true)) == NULL) |
|---|
| 250 | { |
|---|
| 251 | elog(ERROR, "tsp: SPI_cursor_open('%s') returns NULL", sql); |
|---|
| 252 | return -1; |
|---|
| 253 | } |
|---|
| 254 | |
|---|
| 255 | DBG("Query: %s\n",sql); |
|---|
| 256 | DBG("Query executed\n"); |
|---|
| 257 | |
|---|
| 258 | while (moredata == TRUE) |
|---|
| 259 | { |
|---|
| 260 | SPI_cursor_fetch(SPIportal, TRUE, TUPLIMIT); |
|---|
| 261 | |
|---|
| 262 | if (point_columns.id == -1) |
|---|
| 263 | { |
|---|
| 264 | if (fetch_point_columns(SPI_tuptable, &point_columns) == -1) |
|---|
| 265 | return finish(SPIcode, ret); |
|---|
| 266 | } |
|---|
| 267 | |
|---|
| 268 | ntuples = SPI_processed; |
|---|
| 269 | |
|---|
| 270 | total_tuples += ntuples; |
|---|
| 271 | |
|---|
| 272 | DBG("Tuples: %i\n", total_tuples); |
|---|
| 273 | |
|---|
| 274 | if (!points) |
|---|
| 275 | points = palloc(total_tuples * sizeof(point_t)); |
|---|
| 276 | else |
|---|
| 277 | points = repalloc(points, total_tuples * sizeof(point_t)); |
|---|
| 278 | |
|---|
| 279 | if (points == NULL) |
|---|
| 280 | { |
|---|
| 281 | elog(ERROR, "Out of memory"); |
|---|
| 282 | return finish(SPIcode, ret); |
|---|
| 283 | } |
|---|
| 284 | |
|---|
| 285 | if (ntuples > 0) |
|---|
| 286 | { |
|---|
| 287 | int t; |
|---|
| 288 | SPITupleTable *tuptable = SPI_tuptable; |
|---|
| 289 | TupleDesc tupdesc = SPI_tuptable->tupdesc; |
|---|
| 290 | |
|---|
| 291 | DBG("Got tuple desc\n"); |
|---|
| 292 | |
|---|
| 293 | for (t = 0; t < ntuples; t++) |
|---|
| 294 | { |
|---|
| 295 | HeapTuple tuple = tuptable->vals[t]; |
|---|
| 296 | DBG("Before point fetched\n"); |
|---|
| 297 | fetch_point(&tuple, &tupdesc, &point_columns, |
|---|
| 298 | &points[total_tuples - ntuples + t]); |
|---|
| 299 | DBG("Point fetched\n"); |
|---|
| 300 | } |
|---|
| 301 | |
|---|
| 302 | SPI_freetuptable(tuptable); |
|---|
| 303 | } |
|---|
| 304 | else |
|---|
| 305 | { |
|---|
| 306 | moredata = FALSE; |
|---|
| 307 | } |
|---|
| 308 | } |
|---|
| 309 | |
|---|
| 310 | |
|---|
| 311 | DBG("Calling TSP\n"); |
|---|
| 312 | |
|---|
| 313 | profstop("extract", prof_extract); |
|---|
| 314 | profstart(prof_tsp); |
|---|
| 315 | |
|---|
| 316 | DBG("Total tuples: %i\n", total_tuples); |
|---|
| 317 | |
|---|
| 318 | for(tt=0;tt<total_tuples;++tt) |
|---|
| 319 | { |
|---|
| 320 | //((path_element_t*)path)[tt].vertex_id = points[tt].id; |
|---|
| 321 | ids[tt] = points[tt].id; |
|---|
| 322 | x[tt] = points[tt].x; |
|---|
| 323 | y[tt] = points[tt].y; |
|---|
| 324 | |
|---|
| 325 | DBG("Point at %i: %i [%f, %f]\n", tt, ids[tt], x[tt], y[tt]); |
|---|
| 326 | |
|---|
| 327 | // ((path_element_t*)path)[tt].vertex_id, x[tt], y[tt]); |
|---|
| 328 | |
|---|
| 329 | for(cc=0;cc<total_tuples;++cc) |
|---|
| 330 | { |
|---|
| 331 | dx=x[tt]-x[cc]; dy=y[tt]-y[cc]; |
|---|
| 332 | DISTANCE[tt][cc] = DISTANCE[cc][tt] = sqrt(dx*dx+dy*dy); |
|---|
| 333 | } |
|---|
| 334 | } |
|---|
| 335 | |
|---|
| 336 | DBG("DISTANCE counted\n"); |
|---|
| 337 | pfree(points); |
|---|
| 338 | |
|---|
| 339 | //ret = find_tsp_solution(total_tuples, DISTANCE, |
|---|
| 340 | // path, source, &fit, &err_msg); |
|---|
| 341 | |
|---|
| 342 | ret = find_tsp_solution(total_tuples, DISTANCE, ids, |
|---|
| 343 | source, &fit, err_msg); |
|---|
| 344 | |
|---|
| 345 | for(tt=0;tt<total_tuples;++tt) |
|---|
| 346 | { |
|---|
| 347 | ((path_element_t*)path)[tt].vertex_id = ids[tt]; |
|---|
| 348 | } |
|---|
| 349 | |
|---|
| 350 | DBG("TSP solved!\n"); |
|---|
| 351 | DBG("Score: %f\n", fit); |
|---|
| 352 | |
|---|
| 353 | profstop("tsp", prof_tsp); |
|---|
| 354 | profstart(prof_store); |
|---|
| 355 | |
|---|
| 356 | DBG("Profile changed and ret is %i", ret); |
|---|
| 357 | |
|---|
| 358 | if (ret < 0) |
|---|
| 359 | { |
|---|
| 360 | //elog(ERROR, "Error computing path: %s", err_msg); |
|---|
| 361 | ereport(ERROR, (errcode(ERRCODE_E_R_E_CONTAINING_SQL_NOT_PERMITTED), errmsg("Error computing path: %s", err_msg))); |
|---|
| 362 | } |
|---|
| 363 | |
|---|
| 364 | return finish(SPIcode, ret); |
|---|
| 365 | } |
|---|
| 366 | |
|---|
| 367 | PG_FUNCTION_INFO_V1(tsp); |
|---|
| 368 | Datum |
|---|
| 369 | tsp(PG_FUNCTION_ARGS) |
|---|
| 370 | { |
|---|
| 371 | FuncCallContext *funcctx; |
|---|
| 372 | int call_cntr; |
|---|
| 373 | int max_calls; |
|---|
| 374 | TupleDesc tuple_desc; |
|---|
| 375 | path_element_t *path; |
|---|
| 376 | |
|---|
| 377 | /* stuff done only on the first call of the function */ |
|---|
| 378 | if (SRF_IS_FIRSTCALL()) |
|---|
| 379 | { |
|---|
| 380 | MemoryContext oldcontext; |
|---|
| 381 | //int path_count; |
|---|
| 382 | int ret=-1; |
|---|
| 383 | |
|---|
| 384 | // XXX profiling messages are not thread safe |
|---|
| 385 | profstart(prof_total); |
|---|
| 386 | profstart(prof_extract); |
|---|
| 387 | |
|---|
| 388 | /* create a function context for cross-call persistence */ |
|---|
| 389 | funcctx = SRF_FIRSTCALL_INIT(); |
|---|
| 390 | |
|---|
| 391 | /* switch to memory context appropriate for multiple function calls */ |
|---|
| 392 | oldcontext = MemoryContextSwitchTo(funcctx->multi_call_memory_ctx); |
|---|
| 393 | |
|---|
| 394 | |
|---|
| 395 | path = (path_element_t *)palloc(sizeof(path_element_t)*MAX_TOWNS); |
|---|
| 396 | |
|---|
| 397 | |
|---|
| 398 | ret = solve_tsp(text2char(PG_GETARG_TEXT_P(0)), |
|---|
| 399 | text2char(PG_GETARG_TEXT_P(1)), |
|---|
| 400 | PG_GETARG_INT32(2), |
|---|
| 401 | path); |
|---|
| 402 | |
|---|
| 403 | /* total number of tuples to be returned */ |
|---|
| 404 | DBG("Counting tuples number\n"); |
|---|
| 405 | |
|---|
| 406 | funcctx->max_calls = total_tuples; |
|---|
| 407 | |
|---|
| 408 | funcctx->user_fctx = path; |
|---|
| 409 | |
|---|
| 410 | funcctx->tuple_desc = BlessTupleDesc( |
|---|
| 411 | RelationNameGetTupleDesc("path_result")); |
|---|
| 412 | MemoryContextSwitchTo(oldcontext); |
|---|
| 413 | } |
|---|
| 414 | |
|---|
| 415 | /* stuff done on every call of the function */ |
|---|
| 416 | funcctx = SRF_PERCALL_SETUP(); |
|---|
| 417 | |
|---|
| 418 | call_cntr = funcctx->call_cntr; |
|---|
| 419 | max_calls = funcctx->max_calls; |
|---|
| 420 | tuple_desc = funcctx->tuple_desc; |
|---|
| 421 | |
|---|
| 422 | path = (path_element_t *)funcctx->user_fctx; |
|---|
| 423 | |
|---|
| 424 | DBG("Trying to allocate some memory\n"); |
|---|
| 425 | DBG("call_cntr = %i, max_calls = %i\n", call_cntr, max_calls); |
|---|
| 426 | |
|---|
| 427 | if (call_cntr < max_calls) /* do when there is more left to send */ |
|---|
| 428 | { |
|---|
| 429 | HeapTuple tuple; |
|---|
| 430 | Datum result; |
|---|
| 431 | Datum *values; |
|---|
| 432 | char* nulls; |
|---|
| 433 | |
|---|
| 434 | DBG("Before allocation\n"); |
|---|
| 435 | |
|---|
| 436 | values = (Datum*)palloc(3*sizeof(Datum)); |
|---|
| 437 | nulls = (char*)palloc(3*sizeof(char)); |
|---|
| 438 | |
|---|
| 439 | DBG("After allocation\n"); |
|---|
| 440 | |
|---|
| 441 | values[0] = Int32GetDatum(path[call_cntr].vertex_id); |
|---|
| 442 | nulls[0] = ' '; |
|---|
| 443 | values[1] = Int32GetDatum(path[call_cntr].edge_id); |
|---|
| 444 | nulls[1] = ' '; |
|---|
| 445 | values[2] = Float8GetDatum(path[call_cntr].cost); |
|---|
| 446 | nulls[2] = ' '; |
|---|
| 447 | |
|---|
| 448 | DBG("Heap making\n"); |
|---|
| 449 | |
|---|
| 450 | tuple = heap_formtuple(tuple_desc, values, nulls); |
|---|
| 451 | |
|---|
| 452 | DBG("Datum making\n"); |
|---|
| 453 | |
|---|
| 454 | /* make the tuple into a datum */ |
|---|
| 455 | result = HeapTupleGetDatum(tuple); |
|---|
| 456 | |
|---|
| 457 | DBG("VAL: %i\n, %i", values[0], result); |
|---|
| 458 | DBG("Trying to free some memory\n"); |
|---|
| 459 | |
|---|
| 460 | /* clean up (this is not really necessary) */ |
|---|
| 461 | pfree(values); |
|---|
| 462 | pfree(nulls); |
|---|
| 463 | |
|---|
| 464 | |
|---|
| 465 | SRF_RETURN_NEXT(funcctx, result); |
|---|
| 466 | } |
|---|
| 467 | else /* do when there is no more left */ |
|---|
| 468 | { |
|---|
| 469 | DBG("Ending function\n"); |
|---|
| 470 | profstop("store", prof_store); |
|---|
| 471 | profstop("total", prof_total); |
|---|
| 472 | DBG("Profiles stopped\n"); |
|---|
| 473 | |
|---|
| 474 | pfree(path); |
|---|
| 475 | |
|---|
| 476 | DBG("Path cleared\n"); |
|---|
| 477 | |
|---|
| 478 | SRF_RETURN_DONE(funcctx); |
|---|
| 479 | } |
|---|
| 480 | } |
|---|