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/* |
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* Traveling Salesman Problem solution algorithm for PostgreSQL |
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* |
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* Copyright (c) 2006 Anton A. Patrushev, Orkney, Inc. |
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* |
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* This program is free software; you can redistribute it and/or modify |
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* it under the terms of the GNU General Public License as published by |
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* the Free Software Foundation; either version 2 of the License, or |
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* (at your option) any later version. |
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* |
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* This program is distributed in the hope that it will be useful, |
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* but WITHOUT ANY WARRANTY; without even the implied warranty of |
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* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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* GNU General Public License for more details. |
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* |
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* You should have received a copy of the GNU General Public License |
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* along with this program; if not, write to the Free Software |
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* Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA. |
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* |
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*/ |
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|
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#include "tsp.h" |
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|
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#include "postgres.h" |
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#include "executor/spi.h" |
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#include "funcapi.h" |
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|
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#include "string.h" |
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#include "math.h" |
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|
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#ifdef PG_MODULE_MAGIC |
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PG_MODULE_MAGIC; |
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#endif |
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|
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// ------------------------------------------------------------------------ |
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|
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/* |
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* Define this to have profiling enabled |
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*/ |
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//#define PROFILE |
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|
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#ifdef PROFILE |
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#include <sys/time.h> |
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|
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struct timeval prof_tsp, prof_store, prof_extract, prof_total; |
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long proftime[5]; |
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long profipts1, profipts2, profopts; |
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#define profstart(x) do { gettimeofday(&x, NULL); } while (0); |
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#define profstop(n, x) do { struct timeval _profstop; \ |
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long _proftime; \ |
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gettimeofday(&_profstop, NULL); \ |
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_proftime = ( _profstop.tv_sec*1000000+_profstop.tv_usec) - \ |
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( x.tv_sec*1000000+x.tv_usec); \ |
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elog(NOTICE, \ |
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"PRF(%s) %lu (%f ms)", \ |
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(n), \ |
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_proftime, _proftime / 1000.0); \ |
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} while (0); |
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|
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#else |
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|
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#define profstart(x) do { } while (0); |
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#define profstop(n, x) do { } while (0); |
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#endif // PROFILE |
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// ------------------------------------------------------------------------ |
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|
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Datum tsp(PG_FUNCTION_ARGS); |
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|
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#undef DEBUG |
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//#define DEBUG 1 |
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|
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#ifdef DEBUG |
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#define DBG(format, arg...) \ |
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elog(NOTICE, format , ## arg) |
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#else |
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#define DBG(format, arg...) do { ; } while (0) |
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#endif |
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|
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// The number of tuples to fetch from the SPI cursor at each iteration |
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#define TUPLIMIT 1000 |
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|
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// Apologies for using fixed-length arrays. But this is an example, not |
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// production code ;) |
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//#define MAX_TOWNS 40 |
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|
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float DISTANCE[MAX_TOWNS][MAX_TOWNS]; |
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float x[MAX_TOWNS],y[MAX_TOWNS]; |
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int total_tuples; |
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|
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|
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static char * |
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text2char(text *in) |
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{ |
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char *out = (char*)palloc(VARSIZE(in)); |
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|
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memcpy(out, VARDATA(in), VARSIZE(in) - VARHDRSZ); |
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out[VARSIZE(in) - VARHDRSZ] = '\0'; |
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return out; |
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} |
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static int |
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finish(int code, int ret) |
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{ |
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code = SPI_finish(); |
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if (code != SPI_OK_FINISH ) |
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{ |
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elog(ERROR,"couldn't disconnect from SPI"); |
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return -1 ; |
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} |
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return ret; |
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} |
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|
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typedef struct point_columns |
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{ |
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int id; |
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float8 x; |
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float8 y; |
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} point_columns_t; |
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|
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|
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static int |
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fetch_point_columns(SPITupleTable *tuptable, point_columns_t *point_columns) |
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{ |
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DBG("Fetching point"); |
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|
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point_columns->id = SPI_fnumber(SPI_tuptable->tupdesc, "source_id"); |
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point_columns->x = SPI_fnumber(SPI_tuptable->tupdesc, "x"); |
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point_columns->y = SPI_fnumber(SPI_tuptable->tupdesc, "y"); |
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if (point_columns->id == SPI_ERROR_NOATTRIBUTE || |
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point_columns->x == SPI_ERROR_NOATTRIBUTE || |
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point_columns->y == SPI_ERROR_NOATTRIBUTE) |
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{ |
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elog(ERROR, "Error, query must return columns " |
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"'source_id', 'x' and 'y'"); |
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return -1; |
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} |
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DBG("* Point %i [%f, %f]", point_columns->id, point_columns->x, |
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point_columns->y); |
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|
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return 0; |
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} |
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|
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static void |
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fetch_point(HeapTuple *tuple, TupleDesc *tupdesc, |
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point_columns_t *point_columns, point_t *point) |
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{ |
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Datum binval; |
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bool isnull; |
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DBG("inside fetch_point\n"); |
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binval = SPI_getbinval(*tuple, *tupdesc, point_columns->id, &isnull); |
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DBG("Got id\n"); |
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if (isnull) |
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elog(ERROR, "id contains a null value"); |
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point->id = DatumGetInt32(binval); |
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DBG("id = %i\n", point->id); |
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binval = SPI_getbinval(*tuple, *tupdesc, point_columns->x, &isnull); |
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if (isnull) |
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elog(ERROR, "x contains a null value"); |
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|
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point->x = DatumGetFloat8(binval); |
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DBG("x = %f\n", point->x); |
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binval = SPI_getbinval(*tuple, *tupdesc, point_columns->y, &isnull); |
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if (isnull) |
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elog(ERROR, "y contains a null value"); |
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point->y = DatumGetFloat8(binval); |
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DBG("y = %f\n", point->y); |
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} |
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|
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|
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static int solve_tsp(char* sql, char* p_ids, |
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int source, path_element_t* path) |
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{ |
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int SPIcode; |
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void *SPIplan; |
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Portal SPIportal; |
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bool moredata = TRUE; |
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int ntuples; |
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|
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//todo replace path (vector of path_element_t) with this array |
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int ids[MAX_TOWNS]; |
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|
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point_t *points=NULL; |
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point_columns_t point_columns = {id: -1, x: -1, y:-1}; |
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|
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char *err_msg = NULL; |
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int ret = -1; |
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|
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char *p; |
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int z = 0; |
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|
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int tt, cc; |
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double dx, dy; |
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float fit=0.0; |
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|
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DBG("inside tsp\n"); |
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|
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//int total_tuples = 0; |
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total_tuples = 0; |
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|
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p = strtok(p_ids, ","); |
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while(p != NULL) |
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{ |
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// ((path_element_t*)path)[z].vertex_id = atoi(p); |
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ids[z]=atoi(p); |
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p = strtok(NULL, ","); |
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z++; |
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if(z >= MAX_TOWNS) |
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{ |
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elog(ERROR, "Number of points exeeds max number."); |
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break; |
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} |
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} |
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DBG("ZZZ %i\n",z); |
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DBG("start tsp\n"); |
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SPIcode = SPI_connect(); |
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if (SPIcode != SPI_OK_CONNECT) |
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{ |
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elog(ERROR, "tsp: couldn't open a connection to SPI"); |
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return -1; |
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} |
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|
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SPIplan = SPI_prepare(sql, 0, NULL); |
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|
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if (SPIplan == NULL) |
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{ |
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elog(ERROR, "tsp: couldn't create query plan via SPI"); |
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return -1; |
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} |
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|
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if ((SPIportal = SPI_cursor_open(NULL, SPIplan, NULL, NULL, true)) == NULL) |
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{ |
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elog(ERROR, "tsp: SPI_cursor_open('%s') returns NULL", sql); |
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return -1; |
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} |
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DBG("Query: %s\n",sql); |
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DBG("Query executed\n"); |
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|
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while (moredata == TRUE) |
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{ |
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SPI_cursor_fetch(SPIportal, TRUE, TUPLIMIT); |
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|
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if (point_columns.id == -1) |
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{ |
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if (fetch_point_columns(SPI_tuptable, &point_columns) == -1) |
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return finish(SPIcode, ret); |
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} |
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|
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ntuples = SPI_processed; |
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total_tuples += ntuples; |
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|
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DBG("Tuples: %i\n", total_tuples); |
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|
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if (!points) |
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points = palloc(total_tuples * sizeof(point_t)); |
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else |
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points = repalloc(points, total_tuples * sizeof(point_t)); |
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|
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if (points == NULL) |
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{ |
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elog(ERROR, "Out of memory"); |
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return finish(SPIcode, ret); |
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} |
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|
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if (ntuples > 0) |
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{ |
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int t; |
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SPITupleTable *tuptable = SPI_tuptable; |
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TupleDesc tupdesc = SPI_tuptable->tupdesc; |
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|
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DBG("Got tuple desc\n"); |
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|
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for (t = 0; t < ntuples; t++) |
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{ |
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HeapTuple tuple = tuptable->vals[t]; |
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DBG("Before point fetched\n"); |
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fetch_point(&tuple, &tupdesc, &point_columns, |
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&points[total_tuples - ntuples + t]); |
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DBG("Point fetched\n"); |
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} |
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|
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SPI_freetuptable(tuptable); |
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} |
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else |
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{ |
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moredata = FALSE; |
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} |
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} |
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|
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|
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DBG("Calling TSP\n"); |
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|
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profstop("extract", prof_extract); |
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profstart(prof_tsp); |
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|
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DBG("Total tuples: %i\n", total_tuples); |
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|
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for(tt=0;tt<total_tuples;++tt) |
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{ |
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//((path_element_t*)path)[tt].vertex_id = points[tt].id; |
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ids[tt] = points[tt].id; |
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x[tt] = points[tt].x; |
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y[tt] = points[tt].y; |
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|
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DBG("Point at %i: %i [%f, %f]\n", tt, ids[tt], x[tt], y[tt]); |
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|
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// ((path_element_t*)path)[tt].vertex_id, x[tt], y[tt]); |
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|
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for(cc=0;cc<total_tuples;++cc) |
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{ |
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dx=x[tt]-x[cc]; dy=y[tt]-y[cc]; |
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DISTANCE[tt][cc] = DISTANCE[cc][tt] = sqrt(dx*dx+dy*dy); |
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} |
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| 334 |
} |
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|
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DBG("DISTANCE counted\n"); |
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pfree(points); |
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| 338 |
|
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//ret = find_tsp_solution(total_tuples, DISTANCE, |
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// path, source, &fit, &err_msg); |
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| 341 |
|
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ret = find_tsp_solution(total_tuples, DISTANCE, ids, |
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source, &fit, err_msg); |
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| 344 |
|
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for(tt=0;tt<total_tuples;++tt) |
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{ |
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((path_element_t*)path)[tt].vertex_id = ids[tt]; |
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| 348 |
} |
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| 349 |
|
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DBG("TSP solved!\n"); |
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DBG("Score: %f\n", fit); |
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| 352 |
|
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profstop("tsp", prof_tsp); |
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profstart(prof_store); |
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| 355 |
|
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DBG("Profile changed and ret is %i", ret); |
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| 357 |
|
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| 358 |
if (ret < 0) |
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| 359 |
{ |
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//elog(ERROR, "Error computing path: %s", err_msg); |
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| 361 |
ereport(ERROR, (errcode(ERRCODE_E_R_E_CONTAINING_SQL_NOT_PERMITTED), errmsg("Error computing path: %s", err_msg))); |
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| 362 |
} |
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| 363 |
|
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| 364 |
return finish(SPIcode, ret); |
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| 365 |
} |
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| 366 |
|
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| 367 |
PG_FUNCTION_INFO_V1(tsp); |
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| 368 |
Datum |
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| 369 |
tsp(PG_FUNCTION_ARGS) |
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| 370 |
{ |
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| 371 |
FuncCallContext *funcctx; |
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| 372 |
int call_cntr; |
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| 373 |
int max_calls; |
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| 374 |
TupleDesc tuple_desc; |
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| 375 |
path_element_t *path; |
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| 376 |
|
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| 377 |
/* stuff done only on the first call of the function */ |
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| 378 |
if (SRF_IS_FIRSTCALL()) |
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| 379 |
{ |
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| 380 |
MemoryContext oldcontext; |
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| 381 |
//int path_count; |
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| 382 |
int ret=-1; |
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| 383 |
|
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| 384 |
// XXX profiling messages are not thread safe |
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| 385 |
profstart(prof_total); |
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| 386 |
profstart(prof_extract); |
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| 387 |
|
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| 388 |
/* create a function context for cross-call persistence */ |
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| 389 |
funcctx = SRF_FIRSTCALL_INIT(); |
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| 390 |
|
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| 391 |
/* switch to memory context appropriate for multiple function calls */ |
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| 392 |
oldcontext = MemoryContextSwitchTo(funcctx->multi_call_memory_ctx); |
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| 393 |
|
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| 394 |
|
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| 395 |
path = (path_element_t *)palloc(sizeof(path_element_t)*MAX_TOWNS); |
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| 396 |
|
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| 397 |
|
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| 398 |
ret = solve_tsp(text2char(PG_GETARG_TEXT_P(0)), |
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| 399 |
text2char(PG_GETARG_TEXT_P(1)), |
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| 400 |
PG_GETARG_INT32(2), |
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| 401 |
path); |
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| 402 |
|
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| 403 |
/* total number of tuples to be returned */ |
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| 404 |
DBG("Counting tuples number\n"); |
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| 405 |
|
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| 406 |
funcctx->max_calls = total_tuples; |
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| 407 |
|
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| 408 |
funcctx->user_fctx = path; |
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| 409 |
|
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| 410 |
funcctx->tuple_desc = BlessTupleDesc( |
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| 411 |
RelationNameGetTupleDesc("path_result")); |
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| 412 |
MemoryContextSwitchTo(oldcontext); |
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| 413 |
} |
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| 414 |
|
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| 415 |
/* stuff done on every call of the function */ |
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| 416 |
funcctx = SRF_PERCALL_SETUP(); |
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| 417 |
|
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| 418 |
call_cntr = funcctx->call_cntr; |
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| 419 |
max_calls = funcctx->max_calls; |
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| 420 |
tuple_desc = funcctx->tuple_desc; |
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| 421 |
|
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| 422 |
path = (path_element_t *)funcctx->user_fctx; |
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| 423 |
|
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| 424 |
DBG("Trying to allocate some memory\n"); |
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| 425 |
DBG("call_cntr = %i, max_calls = %i\n", call_cntr, max_calls); |
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| 426 |
|
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| 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 |
} |
|---|