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 | #include "fmgr.h" |
---|
32 | |
---|
33 | #ifdef PG_MODULE_MAGIC |
---|
34 | PG_MODULE_MAGIC; |
---|
35 | #endif |
---|
36 | |
---|
37 | |
---|
38 | // ------------------------------------------------------------------------ |
---|
39 | |
---|
40 | /* |
---|
41 | * Define this to have profiling enabled |
---|
42 | */ |
---|
43 | //#define PROFILE |
---|
44 | |
---|
45 | #ifdef PROFILE |
---|
46 | #include <sys/time.h> |
---|
47 | |
---|
48 | struct timeval prof_tsp, prof_store, prof_extract, prof_total; |
---|
49 | long proftime[5]; |
---|
50 | long profipts1, profipts2, profopts; |
---|
51 | #define profstart(x) do { gettimeofday(&x, NULL); } while (0); |
---|
52 | #define profstop(n, x) do { struct timeval _profstop; \ |
---|
53 | long _proftime; \ |
---|
54 | gettimeofday(&_profstop, NULL); \ |
---|
55 | _proftime = ( _profstop.tv_sec*1000000+_profstop.tv_usec) - \ |
---|
56 | ( x.tv_sec*1000000+x.tv_usec); \ |
---|
57 | elog(NOTICE, \ |
---|
58 | "PRF(%s) %lu (%f ms)", \ |
---|
59 | (n), \ |
---|
60 | _proftime, _proftime / 1000.0); \ |
---|
61 | } while (0); |
---|
62 | |
---|
63 | #else |
---|
64 | |
---|
65 | #define profstart(x) do { } while (0); |
---|
66 | #define profstop(n, x) do { } while (0); |
---|
67 | |
---|
68 | #endif // PROFILE |
---|
69 | |
---|
70 | // ------------------------------------------------------------------------ |
---|
71 | |
---|
72 | Datum tsp(PG_FUNCTION_ARGS); |
---|
73 | |
---|
74 | #undef DEBUG |
---|
75 | //#define DEBUG 1 |
---|
76 | |
---|
77 | #ifdef DEBUG |
---|
78 | #define DBG(format, arg...) \ |
---|
79 | elog(NOTICE, format , ## arg) |
---|
80 | #else |
---|
81 | #define DBG(format, arg...) do { ; } while (0) |
---|
82 | #endif |
---|
83 | |
---|
84 | // The number of tuples to fetch from the SPI cursor at each iteration |
---|
85 | #define TUPLIMIT 1000 |
---|
86 | |
---|
87 | // Apologies for using fixed-length arrays. But this is an example, not |
---|
88 | // production code ;) |
---|
89 | //#define MAX_TOWNS 40 |
---|
90 | |
---|
91 | float DISTANCE[MAX_TOWNS][MAX_TOWNS]; |
---|
92 | float x[MAX_TOWNS],y[MAX_TOWNS]; |
---|
93 | int total_tuples; |
---|
94 | |
---|
95 | |
---|
96 | static char * |
---|
97 | text2char(text *in) |
---|
98 | { |
---|
99 | char *out = (char*)palloc(VARSIZE(in)); |
---|
100 | |
---|
101 | memcpy(out, VARDATA(in), VARSIZE(in) - VARHDRSZ); |
---|
102 | out[VARSIZE(in) - VARHDRSZ] = '\0'; |
---|
103 | return out; |
---|
104 | } |
---|
105 | |
---|
106 | static int |
---|
107 | finish(int code, int ret) |
---|
108 | { |
---|
109 | code = SPI_finish(); |
---|
110 | if (code != SPI_OK_FINISH ) |
---|
111 | { |
---|
112 | elog(ERROR,"couldn't disconnect from SPI"); |
---|
113 | return -1 ; |
---|
114 | } |
---|
115 | return ret; |
---|
116 | } |
---|
117 | |
---|
118 | |
---|
119 | typedef struct point_columns |
---|
120 | { |
---|
121 | int id; |
---|
122 | float8 x; |
---|
123 | float8 y; |
---|
124 | } point_columns_t; |
---|
125 | |
---|
126 | |
---|
127 | static int |
---|
128 | fetch_point_columns(SPITupleTable *tuptable, point_columns_t *point_columns) |
---|
129 | { |
---|
130 | DBG("Fetching point"); |
---|
131 | |
---|
132 | point_columns->id = SPI_fnumber(SPI_tuptable->tupdesc, "source_id"); |
---|
133 | point_columns->x = SPI_fnumber(SPI_tuptable->tupdesc, "x"); |
---|
134 | point_columns->y = SPI_fnumber(SPI_tuptable->tupdesc, "y"); |
---|
135 | if (point_columns->id == SPI_ERROR_NOATTRIBUTE || |
---|
136 | point_columns->x == SPI_ERROR_NOATTRIBUTE || |
---|
137 | point_columns->y == SPI_ERROR_NOATTRIBUTE) |
---|
138 | { |
---|
139 | elog(ERROR, "Error, query must return columns " |
---|
140 | "'source_id', 'x' and 'y'"); |
---|
141 | return -1; |
---|
142 | } |
---|
143 | |
---|
144 | DBG("* Point %i [%f, %f]", point_columns->id, point_columns->x, |
---|
145 | point_columns->y); |
---|
146 | |
---|
147 | return 0; |
---|
148 | } |
---|
149 | |
---|
150 | static void |
---|
151 | fetch_point(HeapTuple *tuple, TupleDesc *tupdesc, |
---|
152 | point_columns_t *point_columns, point_t *point) |
---|
153 | { |
---|
154 | Datum binval; |
---|
155 | bool isnull; |
---|
156 | |
---|
157 | DBG("inside fetch_point\n"); |
---|
158 | |
---|
159 | binval = SPI_getbinval(*tuple, *tupdesc, point_columns->id, &isnull); |
---|
160 | DBG("Got id\n"); |
---|
161 | |
---|
162 | if (isnull) |
---|
163 | elog(ERROR, "id contains a null value"); |
---|
164 | |
---|
165 | point->id = DatumGetInt32(binval); |
---|
166 | |
---|
167 | DBG("id = %i\n", point->id); |
---|
168 | |
---|
169 | binval = SPI_getbinval(*tuple, *tupdesc, point_columns->x, &isnull); |
---|
170 | if (isnull) |
---|
171 | elog(ERROR, "x contains a null value"); |
---|
172 | |
---|
173 | point->x = DatumGetFloat8(binval); |
---|
174 | |
---|
175 | DBG("x = %f\n", point->x); |
---|
176 | |
---|
177 | binval = SPI_getbinval(*tuple, *tupdesc, point_columns->y, &isnull); |
---|
178 | |
---|
179 | if (isnull) |
---|
180 | elog(ERROR, "y contains a null value"); |
---|
181 | |
---|
182 | point->y = DatumGetFloat8(binval); |
---|
183 | |
---|
184 | DBG("y = %f\n", point->y); |
---|
185 | } |
---|
186 | |
---|
187 | |
---|
188 | static int solve_tsp(char* sql, char* p_ids, |
---|
189 | int source, path_element_t* path) |
---|
190 | { |
---|
191 | int SPIcode; |
---|
192 | void *SPIplan; |
---|
193 | Portal SPIportal; |
---|
194 | bool moredata = TRUE; |
---|
195 | int ntuples; |
---|
196 | |
---|
197 | //todo replace path (vector of path_element_t) with this array |
---|
198 | int ids[MAX_TOWNS]; |
---|
199 | |
---|
200 | point_t *points=NULL; |
---|
201 | point_columns_t point_columns = {id: -1, x: -1, y:-1}; |
---|
202 | |
---|
203 | char *err_msg = NULL; |
---|
204 | int ret = -1; |
---|
205 | |
---|
206 | char *p; |
---|
207 | int z = 0; |
---|
208 | |
---|
209 | int tt, cc; |
---|
210 | double dx, dy; |
---|
211 | float fit=0.0; |
---|
212 | |
---|
213 | DBG("inside tsp\n"); |
---|
214 | |
---|
215 | //int total_tuples = 0; |
---|
216 | total_tuples = 0; |
---|
217 | |
---|
218 | p = strtok(p_ids, ","); |
---|
219 | while(p != NULL) |
---|
220 | { |
---|
221 | // ((path_element_t*)path)[z].vertex_id = atoi(p); |
---|
222 | ids[z]=atoi(p); |
---|
223 | p = strtok(NULL, ","); |
---|
224 | z++; |
---|
225 | if(z >= MAX_TOWNS) |
---|
226 | { |
---|
227 | elog(ERROR, "Number of points exeeds max number."); |
---|
228 | break; |
---|
229 | } |
---|
230 | } |
---|
231 | |
---|
232 | DBG("ZZZ %i\n",z); |
---|
233 | DBG("start tsp\n"); |
---|
234 | |
---|
235 | SPIcode = SPI_connect(); |
---|
236 | |
---|
237 | if (SPIcode != SPI_OK_CONNECT) |
---|
238 | { |
---|
239 | elog(ERROR, "tsp: couldn't open a connection to SPI"); |
---|
240 | return -1; |
---|
241 | } |
---|
242 | |
---|
243 | SPIplan = SPI_prepare(sql, 0, NULL); |
---|
244 | |
---|
245 | if (SPIplan == NULL) |
---|
246 | { |
---|
247 | elog(ERROR, "tsp: couldn't create query plan via SPI"); |
---|
248 | return -1; |
---|
249 | } |
---|
250 | |
---|
251 | if ((SPIportal = SPI_cursor_open(NULL, SPIplan, NULL, NULL, true)) == NULL) |
---|
252 | { |
---|
253 | elog(ERROR, "tsp: SPI_cursor_open('%s') returns NULL", sql); |
---|
254 | return -1; |
---|
255 | } |
---|
256 | |
---|
257 | DBG("Query: %s\n",sql); |
---|
258 | DBG("Query executed\n"); |
---|
259 | |
---|
260 | while (moredata == TRUE) |
---|
261 | { |
---|
262 | SPI_cursor_fetch(SPIportal, TRUE, TUPLIMIT); |
---|
263 | |
---|
264 | if (point_columns.id == -1) |
---|
265 | { |
---|
266 | if (fetch_point_columns(SPI_tuptable, &point_columns) == -1) |
---|
267 | return finish(SPIcode, ret); |
---|
268 | } |
---|
269 | |
---|
270 | ntuples = SPI_processed; |
---|
271 | |
---|
272 | total_tuples += ntuples; |
---|
273 | |
---|
274 | DBG("Tuples: %i\n", total_tuples); |
---|
275 | |
---|
276 | if (!points) |
---|
277 | points = palloc(total_tuples * sizeof(point_t)); |
---|
278 | else |
---|
279 | points = repalloc(points, total_tuples * sizeof(point_t)); |
---|
280 | |
---|
281 | if (points == NULL) |
---|
282 | { |
---|
283 | elog(ERROR, "Out of memory"); |
---|
284 | return finish(SPIcode, ret); |
---|
285 | } |
---|
286 | |
---|
287 | if (ntuples > 0) |
---|
288 | { |
---|
289 | int t; |
---|
290 | SPITupleTable *tuptable = SPI_tuptable; |
---|
291 | TupleDesc tupdesc = SPI_tuptable->tupdesc; |
---|
292 | |
---|
293 | DBG("Got tuple desc\n"); |
---|
294 | |
---|
295 | for (t = 0; t < ntuples; t++) |
---|
296 | { |
---|
297 | HeapTuple tuple = tuptable->vals[t]; |
---|
298 | DBG("Before point fetched\n"); |
---|
299 | fetch_point(&tuple, &tupdesc, &point_columns, |
---|
300 | &points[total_tuples - ntuples + t]); |
---|
301 | DBG("Point fetched\n"); |
---|
302 | } |
---|
303 | |
---|
304 | SPI_freetuptable(tuptable); |
---|
305 | } |
---|
306 | else |
---|
307 | { |
---|
308 | moredata = FALSE; |
---|
309 | } |
---|
310 | } |
---|
311 | |
---|
312 | |
---|
313 | DBG("Calling TSP\n"); |
---|
314 | |
---|
315 | profstop("extract", prof_extract); |
---|
316 | profstart(prof_tsp); |
---|
317 | |
---|
318 | DBG("Total tuples: %i\n", total_tuples); |
---|
319 | |
---|
320 | for(tt=0;tt<total_tuples;++tt) |
---|
321 | { |
---|
322 | //((path_element_t*)path)[tt].vertex_id = points[tt].id; |
---|
323 | ids[tt] = points[tt].id; |
---|
324 | x[tt] = points[tt].x; |
---|
325 | y[tt] = points[tt].y; |
---|
326 | |
---|
327 | DBG("Point at %i: %i [%f, %f]\n", tt, ids[tt], x[tt], y[tt]); |
---|
328 | |
---|
329 | // ((path_element_t*)path)[tt].vertex_id, x[tt], y[tt]); |
---|
330 | |
---|
331 | for(cc=0;cc<total_tuples;++cc) |
---|
332 | { |
---|
333 | dx=x[tt]-x[cc]; dy=y[tt]-y[cc]; |
---|
334 | DISTANCE[tt][cc] = DISTANCE[cc][tt] = sqrt(dx*dx+dy*dy); |
---|
335 | } |
---|
336 | } |
---|
337 | |
---|
338 | DBG("DISTANCE counted\n"); |
---|
339 | pfree(points); |
---|
340 | |
---|
341 | //ret = find_tsp_solution(total_tuples, DISTANCE, |
---|
342 | // path, source, &fit, &err_msg); |
---|
343 | |
---|
344 | ret = find_tsp_solution(total_tuples, DISTANCE, ids, |
---|
345 | source, &fit, err_msg); |
---|
346 | |
---|
347 | for(tt=0;tt<total_tuples;++tt) |
---|
348 | { |
---|
349 | ((path_element_t*)path)[tt].vertex_id = ids[tt]; |
---|
350 | } |
---|
351 | |
---|
352 | DBG("TSP solved!\n"); |
---|
353 | DBG("Score: %f\n", fit); |
---|
354 | |
---|
355 | profstop("tsp", prof_tsp); |
---|
356 | profstart(prof_store); |
---|
357 | |
---|
358 | DBG("Profile changed and ret is %i", ret); |
---|
359 | |
---|
360 | if (ret < 0) |
---|
361 | { |
---|
362 | //elog(ERROR, "Error computing path: %s", err_msg); |
---|
363 | ereport(ERROR, (errcode(ERRCODE_E_R_E_CONTAINING_SQL_NOT_PERMITTED), errmsg("Error computing path: %s", err_msg))); |
---|
364 | } |
---|
365 | |
---|
366 | return finish(SPIcode, ret); |
---|
367 | } |
---|
368 | |
---|
369 | PG_FUNCTION_INFO_V1(tsp); |
---|
370 | Datum |
---|
371 | tsp(PG_FUNCTION_ARGS) |
---|
372 | { |
---|
373 | FuncCallContext *funcctx; |
---|
374 | int call_cntr; |
---|
375 | int max_calls; |
---|
376 | TupleDesc tuple_desc; |
---|
377 | path_element_t *path; |
---|
378 | |
---|
379 | /* stuff done only on the first call of the function */ |
---|
380 | if (SRF_IS_FIRSTCALL()) |
---|
381 | { |
---|
382 | MemoryContext oldcontext; |
---|
383 | //int path_count; |
---|
384 | int ret=-1; |
---|
385 | |
---|
386 | // XXX profiling messages are not thread safe |
---|
387 | profstart(prof_total); |
---|
388 | profstart(prof_extract); |
---|
389 | |
---|
390 | /* create a function context for cross-call persistence */ |
---|
391 | funcctx = SRF_FIRSTCALL_INIT(); |
---|
392 | |
---|
393 | /* switch to memory context appropriate for multiple function calls */ |
---|
394 | oldcontext = MemoryContextSwitchTo(funcctx->multi_call_memory_ctx); |
---|
395 | |
---|
396 | |
---|
397 | path = (path_element_t *)palloc(sizeof(path_element_t)*MAX_TOWNS); |
---|
398 | |
---|
399 | |
---|
400 | ret = solve_tsp(text2char(PG_GETARG_TEXT_P(0)), |
---|
401 | text2char(PG_GETARG_TEXT_P(1)), |
---|
402 | PG_GETARG_INT32(2), |
---|
403 | path); |
---|
404 | |
---|
405 | /* total number of tuples to be returned */ |
---|
406 | DBG("Counting tuples number\n"); |
---|
407 | |
---|
408 | funcctx->max_calls = total_tuples; |
---|
409 | |
---|
410 | funcctx->user_fctx = path; |
---|
411 | |
---|
412 | funcctx->tuple_desc = BlessTupleDesc( |
---|
413 | RelationNameGetTupleDesc("path_result")); |
---|
414 | MemoryContextSwitchTo(oldcontext); |
---|
415 | } |
---|
416 | |
---|
417 | /* stuff done on every call of the function */ |
---|
418 | funcctx = SRF_PERCALL_SETUP(); |
---|
419 | |
---|
420 | call_cntr = funcctx->call_cntr; |
---|
421 | max_calls = funcctx->max_calls; |
---|
422 | tuple_desc = funcctx->tuple_desc; |
---|
423 | |
---|
424 | path = (path_element_t *)funcctx->user_fctx; |
---|
425 | |
---|
426 | DBG("Trying to allocate some memory\n"); |
---|
427 | DBG("call_cntr = %i, max_calls = %i\n", call_cntr, max_calls); |
---|
428 | |
---|
429 | if (call_cntr < max_calls) /* do when there is more left to send */ |
---|
430 | { |
---|
431 | HeapTuple tuple; |
---|
432 | Datum result; |
---|
433 | Datum *values; |
---|
434 | char* nulls; |
---|
435 | |
---|
436 | /* This will work for some compilers. If it crashes with segfault, try to change the following block with this one |
---|
437 | |
---|
438 | values = palloc(4 * sizeof(Datum)); |
---|
439 | nulls = palloc(4 * sizeof(char)); |
---|
440 | |
---|
441 | values[0] = call_cntr; |
---|
442 | nulls[0] = ' '; |
---|
443 | values[1] = Int32GetDatum(path[call_cntr].vertex_id); |
---|
444 | nulls[1] = ' '; |
---|
445 | values[2] = Int32GetDatum(path[call_cntr].edge_id); |
---|
446 | nulls[2] = ' '; |
---|
447 | values[3] = Float8GetDatum(path[call_cntr].cost); |
---|
448 | nulls[3] = ' '; |
---|
449 | */ |
---|
450 | |
---|
451 | values = palloc(3 * sizeof(Datum)); |
---|
452 | nulls = palloc(3 * sizeof(char)); |
---|
453 | |
---|
454 | values[0] = Int32GetDatum(path[call_cntr].vertex_id); |
---|
455 | nulls[0] = ' '; |
---|
456 | values[1] = Int32GetDatum(path[call_cntr].edge_id); |
---|
457 | nulls[1] = ' '; |
---|
458 | values[2] = Float8GetDatum(path[call_cntr].cost); |
---|
459 | nulls[2] = ' '; |
---|
460 | |
---|
461 | DBG("Heap making\n"); |
---|
462 | |
---|
463 | tuple = heap_formtuple(tuple_desc, values, nulls); |
---|
464 | |
---|
465 | DBG("Datum making\n"); |
---|
466 | |
---|
467 | /* make the tuple into a datum */ |
---|
468 | result = HeapTupleGetDatum(tuple); |
---|
469 | |
---|
470 | DBG("VAL: %i\n, %i", values[0], result); |
---|
471 | DBG("Trying to free some memory\n"); |
---|
472 | |
---|
473 | /* clean up (this is not really necessary) */ |
---|
474 | pfree(values); |
---|
475 | pfree(nulls); |
---|
476 | |
---|
477 | |
---|
478 | SRF_RETURN_NEXT(funcctx, result); |
---|
479 | } |
---|
480 | else /* do when there is no more left */ |
---|
481 | { |
---|
482 | DBG("Ending function\n"); |
---|
483 | profstop("store", prof_store); |
---|
484 | profstop("total", prof_total); |
---|
485 | DBG("Profiles stopped\n"); |
---|
486 | |
---|
487 | pfree(path); |
---|
488 | |
---|
489 | DBG("Path cleared\n"); |
---|
490 | |
---|
491 | SRF_RETURN_DONE(funcctx); |
---|
492 | } |
---|
493 | } |
---|