| 1 | /* |
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| 2 | * Traveling Salesman Problem solution algorithm for PostgreSQL |
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| 3 | * |
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| 4 | * Copyright (c) 2006 Anton A. Patrushev, Orkney, Inc. |
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| 5 | * |
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| 6 | * This program is free software; you can redistribute it and/or modify |
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| 7 | * it under the terms of the GNU General Public License as published by |
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| 8 | * the Free Software Foundation; either version 2 of the License, or |
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| 9 | * (at your option) any later version. |
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| 10 | * |
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| 11 | * This program is distributed in the hope that it will be useful, |
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| 12 | * but WITHOUT ANY WARRANTY; without even the implied warranty of |
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| 13 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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| 14 | * GNU General Public License for more details. |
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| 15 | * |
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| 16 | * You should have received a copy of the GNU General Public License |
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| 17 | * along with this program; if not, write to the Free Software |
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| 18 | * Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA. |
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| 19 | * |
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| 20 | */ |
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| 21 | |
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| 22 | #include "tsp.h" |
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| 23 | |
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| 24 | #include "postgres.h" |
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| 25 | #include "executor/spi.h" |
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| 26 | #include "funcapi.h" |
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| 27 | |
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| 28 | #include "string.h" |
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| 29 | #include "math.h" |
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| 30 | |
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| 31 | #include "fmgr.h" |
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| 32 | |
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| 33 | #ifdef PG_MODULE_MAGIC |
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| 34 | PG_MODULE_MAGIC; |
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| 35 | #endif |
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| 36 | |
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| 37 | |
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| 38 | // ------------------------------------------------------------------------ |
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| 39 | |
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| 40 | /* |
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| 41 | * Define this to have profiling enabled |
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| 42 | */ |
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| 43 | //#define PROFILE |
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| 44 | |
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| 45 | #ifdef PROFILE |
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| 46 | #include <sys/time.h> |
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| 47 | |
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| 48 | struct timeval prof_tsp, prof_store, prof_extract, prof_total; |
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| 49 | long proftime[5]; |
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| 50 | long profipts1, profipts2, profopts; |
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| 51 | #define profstart(x) do { gettimeofday(&x, NULL); } while (0); |
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| 52 | #define profstop(n, x) do { struct timeval _profstop; \ |
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| 53 | long _proftime; \ |
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| 54 | gettimeofday(&_profstop, NULL); \ |
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| 55 | _proftime = ( _profstop.tv_sec*1000000+_profstop.tv_usec) - \ |
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| 56 | ( x.tv_sec*1000000+x.tv_usec); \ |
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| 57 | elog(NOTICE, \ |
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| 58 | "PRF(%s) %lu (%f ms)", \ |
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| 59 | (n), \ |
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| 60 | _proftime, _proftime / 1000.0); \ |
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| 61 | } while (0); |
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| 62 | |
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| 63 | #else |
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| 64 | |
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| 65 | #define profstart(x) do { } while (0); |
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| 66 | #define profstop(n, x) do { } while (0); |
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| 67 | |
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| 68 | #endif // PROFILE |
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| 69 | |
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| 70 | // ------------------------------------------------------------------------ |
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| 71 | |
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| 72 | Datum tsp(PG_FUNCTION_ARGS); |
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| 73 | |
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| 74 | #undef DEBUG |
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| 75 | //#define DEBUG 1 |
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| 76 | |
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| 77 | #ifdef DEBUG |
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| 78 | #define DBG(format, arg...) \ |
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| 79 | elog(NOTICE, format , ## arg) |
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| 80 | #else |
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| 81 | #define DBG(format, arg...) do { ; } while (0) |
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| 82 | #endif |
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| 83 | |
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| 84 | // The number of tuples to fetch from the SPI cursor at each iteration |
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| 85 | #define TUPLIMIT 1000 |
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| 86 | |
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| 87 | // Apologies for using fixed-length arrays. But this is an example, not |
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| 88 | // production code ;) |
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| 89 | //#define MAX_TOWNS 40 |
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| 90 | |
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| 91 | float DISTANCE[MAX_TOWNS][MAX_TOWNS]; |
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| 92 | float x[MAX_TOWNS],y[MAX_TOWNS]; |
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| 93 | int total_tuples; |
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| 94 | |
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| 95 | |
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| 96 | static char * |
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| 97 | text2char(text *in) |
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| 98 | { |
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| 99 | char *out = (char*)palloc(VARSIZE(in)); |
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| 100 | |
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| 101 | memcpy(out, VARDATA(in), VARSIZE(in) - VARHDRSZ); |
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| 102 | out[VARSIZE(in) - VARHDRSZ] = '\0'; |
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| 103 | return out; |
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| 104 | } |
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| 105 | |
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| 106 | static int |
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| 107 | finish(int code, int ret) |
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| 108 | { |
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| 109 | code = SPI_finish(); |
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| 110 | if (code != SPI_OK_FINISH ) |
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| 111 | { |
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| 112 | elog(ERROR,"couldn't disconnect from SPI"); |
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| 113 | return -1 ; |
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| 114 | } |
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| 115 | return ret; |
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| 116 | } |
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| 117 | |
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| 118 | |
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| 119 | typedef struct point_columns |
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| 120 | { |
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| 121 | int id; |
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| 122 | float8 x; |
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| 123 | float8 y; |
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| 124 | } point_columns_t; |
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| 125 | |
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| 126 | |
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| 127 | static int |
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| 128 | fetch_point_columns(SPITupleTable *tuptable, point_columns_t *point_columns) |
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| 129 | { |
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| 130 | DBG("Fetching point"); |
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| 131 | |
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| 132 | point_columns->id = SPI_fnumber(SPI_tuptable->tupdesc, "source_id"); |
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| 133 | point_columns->x = SPI_fnumber(SPI_tuptable->tupdesc, "x"); |
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| 134 | point_columns->y = SPI_fnumber(SPI_tuptable->tupdesc, "y"); |
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| 135 | if (point_columns->id == SPI_ERROR_NOATTRIBUTE || |
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| 136 | point_columns->x == SPI_ERROR_NOATTRIBUTE || |
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| 137 | point_columns->y == SPI_ERROR_NOATTRIBUTE) |
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| 138 | { |
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| 139 | elog(ERROR, "Error, query must return columns " |
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| 140 | "'source_id', 'x' and 'y'"); |
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| 141 | return -1; |
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| 142 | } |
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| 143 | |
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| 144 | DBG("* Point %i [%f, %f]", point_columns->id, point_columns->x, |
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| 145 | point_columns->y); |
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| 146 | |
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| 147 | return 0; |
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| 148 | } |
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| 149 | |
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| 150 | static void |
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| 151 | fetch_point(HeapTuple *tuple, TupleDesc *tupdesc, |
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| 152 | point_columns_t *point_columns, point_t *point) |
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| 153 | { |
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| 154 | Datum binval; |
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| 155 | bool isnull; |
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| 156 | |
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| 157 | DBG("inside fetch_point\n"); |
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| 158 | |
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| 159 | binval = SPI_getbinval(*tuple, *tupdesc, point_columns->id, &isnull); |
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| 160 | DBG("Got id\n"); |
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| 161 | |
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| 162 | if (isnull) |
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| 163 | elog(ERROR, "id contains a null value"); |
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| 164 | |
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| 165 | point->id = DatumGetInt32(binval); |
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| 166 | |
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| 167 | DBG("id = %i\n", point->id); |
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| 168 | |
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| 169 | binval = SPI_getbinval(*tuple, *tupdesc, point_columns->x, &isnull); |
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| 170 | if (isnull) |
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| 171 | elog(ERROR, "x contains a null value"); |
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| 172 | |
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| 173 | point->x = DatumGetFloat8(binval); |
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| 174 | |
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| 175 | DBG("x = %f\n", point->x); |
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| 176 | |
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| 177 | binval = SPI_getbinval(*tuple, *tupdesc, point_columns->y, &isnull); |
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| 178 | |
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| 179 | if (isnull) |
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| 180 | elog(ERROR, "y contains a null value"); |
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| 181 | |
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| 182 | point->y = DatumGetFloat8(binval); |
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| 183 | |
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| 184 | DBG("y = %f\n", point->y); |
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| 185 | } |
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| 186 | |
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| 187 | |
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| 188 | static int solve_tsp(char* sql, char* p_ids, |
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| 189 | int source, path_element_t* path) |
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| 190 | { |
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| 191 | int SPIcode; |
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| 192 | void *SPIplan; |
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| 193 | Portal SPIportal; |
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| 194 | bool moredata = TRUE; |
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| 195 | int ntuples; |
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| 196 | |
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| 197 | //todo replace path (vector of path_element_t) with this array |
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| 198 | int ids[MAX_TOWNS]; |
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| 199 | |
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| 200 | point_t *points=NULL; |
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| 201 | point_columns_t point_columns = {id: -1, x: -1, y:-1}; |
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| 202 | |
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| 203 | char *err_msg = NULL; |
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| 204 | int ret = -1; |
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| 205 | |
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| 206 | char *p; |
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| 207 | int z = 0; |
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| 208 | |
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| 209 | int tt, cc; |
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| 210 | double dx, dy; |
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| 211 | float fit=0.0; |
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| 212 | |
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| 213 | DBG("inside tsp\n"); |
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| 214 | |
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| 215 | //int total_tuples = 0; |
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| 216 | total_tuples = 0; |
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| 217 | |
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| 218 | p = strtok(p_ids, ","); |
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| 219 | while(p != NULL) |
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| 220 | { |
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| 221 | // ((path_element_t*)path)[z].vertex_id = atoi(p); |
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| 222 | ids[z]=atoi(p); |
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| 223 | p = strtok(NULL, ","); |
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| 224 | z++; |
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| 225 | if(z >= MAX_TOWNS) |
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| 226 | { |
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| 227 | elog(ERROR, "Number of points exeeds max number."); |
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| 228 | break; |
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| 229 | } |
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| 230 | } |
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| 231 | |
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| 232 | DBG("ZZZ %i\n",z); |
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| 233 | DBG("start tsp\n"); |
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| 234 | |
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| 235 | SPIcode = SPI_connect(); |
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| 236 | |
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| 237 | if (SPIcode != SPI_OK_CONNECT) |
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| 238 | { |
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| 239 | elog(ERROR, "tsp: couldn't open a connection to SPI"); |
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| 240 | return -1; |
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| 241 | } |
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| 242 | |
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| 243 | SPIplan = SPI_prepare(sql, 0, NULL); |
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| 244 | |
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| 245 | if (SPIplan == NULL) |
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| 246 | { |
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| 247 | elog(ERROR, "tsp: couldn't create query plan via SPI"); |
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| 248 | return -1; |
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| 249 | } |
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| 250 | |
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| 251 | if ((SPIportal = SPI_cursor_open(NULL, SPIplan, NULL, NULL, true)) == NULL) |
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| 252 | { |
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| 253 | elog(ERROR, "tsp: SPI_cursor_open('%s') returns NULL", sql); |
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| 254 | return -1; |
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| 255 | } |
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| 256 | |
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| 257 | DBG("Query: %s\n",sql); |
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| 258 | DBG("Query executed\n"); |
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| 259 | |
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| 260 | while (moredata == TRUE) |
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| 261 | { |
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| 262 | SPI_cursor_fetch(SPIportal, TRUE, TUPLIMIT); |
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| 263 | |
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| 264 | if (point_columns.id == -1) |
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| 265 | { |
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| 266 | if (fetch_point_columns(SPI_tuptable, &point_columns) == -1) |
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| 267 | return finish(SPIcode, ret); |
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| 268 | } |
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| 269 | |
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| 270 | ntuples = SPI_processed; |
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| 271 | |
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| 272 | total_tuples += ntuples; |
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| 273 | |
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| 274 | DBG("Tuples: %i\n", total_tuples); |
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| 275 | |
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| 276 | if (!points) |
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| 277 | points = palloc(total_tuples * sizeof(point_t)); |
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| 278 | else |
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| 279 | points = repalloc(points, total_tuples * sizeof(point_t)); |
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| 280 | |
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| 281 | if (points == NULL) |
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| 282 | { |
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| 283 | elog(ERROR, "Out of memory"); |
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| 284 | return finish(SPIcode, ret); |
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| 285 | } |
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| 286 | |
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| 287 | if (ntuples > 0) |
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| 288 | { |
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| 289 | int t; |
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| 290 | SPITupleTable *tuptable = SPI_tuptable; |
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| 291 | TupleDesc tupdesc = SPI_tuptable->tupdesc; |
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| 292 | |
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| 293 | DBG("Got tuple desc\n"); |
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| 294 | |
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| 295 | for (t = 0; t < ntuples; t++) |
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| 296 | { |
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| 297 | HeapTuple tuple = tuptable->vals[t]; |
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| 298 | DBG("Before point fetched\n"); |
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| 299 | fetch_point(&tuple, &tupdesc, &point_columns, |
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| 300 | &points[total_tuples - ntuples + t]); |
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| 301 | DBG("Point fetched\n"); |
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| 302 | } |
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| 303 | |
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| 304 | SPI_freetuptable(tuptable); |
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| 305 | } |
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| 306 | else |
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| 307 | { |
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| 308 | moredata = FALSE; |
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| 309 | } |
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| 310 | } |
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| 311 | |
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| 312 | |
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| 313 | DBG("Calling TSP\n"); |
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| 314 | |
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| 315 | profstop("extract", prof_extract); |
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| 316 | profstart(prof_tsp); |
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| 317 | |
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| 318 | DBG("Total tuples: %i\n", total_tuples); |
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| 319 | |
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| 320 | for(tt=0;tt<total_tuples;++tt) |
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| 321 | { |
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| 322 | //((path_element_t*)path)[tt].vertex_id = points[tt].id; |
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| 323 | ids[tt] = points[tt].id; |
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| 324 | x[tt] = points[tt].x; |
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| 325 | y[tt] = points[tt].y; |
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| 326 | |
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| 327 | DBG("Point at %i: %i [%f, %f]\n", tt, ids[tt], x[tt], y[tt]); |
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| 328 | |
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| 329 | // ((path_element_t*)path)[tt].vertex_id, x[tt], y[tt]); |
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| 330 | |
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| 331 | for(cc=0;cc<total_tuples;++cc) |
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| 332 | { |
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| 333 | dx=x[tt]-x[cc]; dy=y[tt]-y[cc]; |
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| 334 | DISTANCE[tt][cc] = DISTANCE[cc][tt] = sqrt(dx*dx+dy*dy); |
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| 335 | } |
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| 336 | } |
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| 337 | |
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| 338 | DBG("DISTANCE counted\n"); |
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| 339 | pfree(points); |
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| 340 | |
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| 341 | //ret = find_tsp_solution(total_tuples, DISTANCE, |
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| 342 | // path, source, &fit, &err_msg); |
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| 343 | |
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| 344 | ret = find_tsp_solution(total_tuples, DISTANCE, ids, |
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| 345 | source, &fit, err_msg); |
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| 346 | |
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| 347 | for(tt=0;tt<total_tuples;++tt) |
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| 348 | { |
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| 349 | ((path_element_t*)path)[tt].vertex_id = ids[tt]; |
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| 350 | } |
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| 351 | |
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| 352 | DBG("TSP solved!\n"); |
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| 353 | DBG("Score: %f\n", fit); |
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| 354 | |
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| 355 | profstop("tsp", prof_tsp); |
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| 356 | profstart(prof_store); |
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| 357 | |
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| 358 | DBG("Profile changed and ret is %i", ret); |
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| 359 | |
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| 360 | if (ret < 0) |
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| 361 | { |
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| 362 | //elog(ERROR, "Error computing path: %s", err_msg); |
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| 363 | ereport(ERROR, (errcode(ERRCODE_E_R_E_CONTAINING_SQL_NOT_PERMITTED), errmsg("Error computing path: %s", err_msg))); |
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| 364 | } |
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| 365 | |
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| 366 | return finish(SPIcode, ret); |
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| 367 | } |
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| 368 | |
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| 369 | PG_FUNCTION_INFO_V1(tsp); |
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| 370 | Datum |
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| 371 | tsp(PG_FUNCTION_ARGS) |
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| 372 | { |
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| 373 | FuncCallContext *funcctx; |
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| 374 | int call_cntr; |
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| 375 | int max_calls; |
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| 376 | TupleDesc tuple_desc; |
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| 377 | path_element_t *path; |
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| 378 | |
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| 379 | /* stuff done only on the first call of the function */ |
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| 380 | if (SRF_IS_FIRSTCALL()) |
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| 381 | { |
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| 382 | MemoryContext oldcontext; |
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| 383 | //int path_count; |
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| 384 | int ret=-1; |
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| 385 | |
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| 386 | // XXX profiling messages are not thread safe |
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| 387 | profstart(prof_total); |
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| 388 | profstart(prof_extract); |
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| 389 | |
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| 390 | /* create a function context for cross-call persistence */ |
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| 391 | funcctx = SRF_FIRSTCALL_INIT(); |
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| 392 | |
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| 393 | /* switch to memory context appropriate for multiple function calls */ |
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| 394 | oldcontext = MemoryContextSwitchTo(funcctx->multi_call_memory_ctx); |
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| 395 | |
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| 396 | |
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| 397 | path = (path_element_t *)palloc(sizeof(path_element_t)*MAX_TOWNS); |
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| 398 | |
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| 399 | |
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| 400 | ret = solve_tsp(text2char(PG_GETARG_TEXT_P(0)), |
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| 401 | text2char(PG_GETARG_TEXT_P(1)), |
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| 402 | PG_GETARG_INT32(2), |
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| 403 | path); |
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| 404 | |
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| 405 | /* total number of tuples to be returned */ |
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| 406 | DBG("Counting tuples number\n"); |
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| 407 | |
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| 408 | funcctx->max_calls = total_tuples; |
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| 409 | |
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| 410 | funcctx->user_fctx = path; |
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| 411 | |
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| 412 | funcctx->tuple_desc = BlessTupleDesc( |
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| 413 | RelationNameGetTupleDesc("path_result")); |
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| 414 | MemoryContextSwitchTo(oldcontext); |
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| 415 | } |
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| 416 | |
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| 417 | /* stuff done on every call of the function */ |
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| 418 | funcctx = SRF_PERCALL_SETUP(); |
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| 419 | |
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| 420 | call_cntr = funcctx->call_cntr; |
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| 421 | max_calls = funcctx->max_calls; |
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| 422 | tuple_desc = funcctx->tuple_desc; |
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| 423 | |
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| 424 | path = (path_element_t *)funcctx->user_fctx; |
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| 425 | |
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| 426 | DBG("Trying to allocate some memory\n"); |
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| 427 | DBG("call_cntr = %i, max_calls = %i\n", call_cntr, max_calls); |
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| 428 | |
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| 429 | if (call_cntr < max_calls) /* do when there is more left to send */ |
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| 430 | { |
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| 431 | HeapTuple tuple; |
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| 432 | Datum result; |
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| 433 | Datum *values; |
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| 434 | char* nulls; |
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| 435 | |
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| 436 | /* This will work for some compilers. If it crashes with segfault, try to change the following block with this one |
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| 437 | |
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| 438 | values = palloc(4 * sizeof(Datum)); |
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| 439 | nulls = palloc(4 * sizeof(char)); |
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| 440 | |
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| 441 | values[0] = call_cntr; |
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| 442 | nulls[0] = ' '; |
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| 443 | values[1] = Int32GetDatum(path[call_cntr].vertex_id); |
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| 444 | nulls[1] = ' '; |
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| 445 | values[2] = Int32GetDatum(path[call_cntr].edge_id); |
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| 446 | nulls[2] = ' '; |
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| 447 | values[3] = Float8GetDatum(path[call_cntr].cost); |
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| 448 | nulls[3] = ' '; |
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| 449 | */ |
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| 450 | |
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| 451 | values = palloc(3 * sizeof(Datum)); |
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| 452 | nulls = palloc(3 * sizeof(char)); |
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| 453 | |
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| 454 | values[0] = Int32GetDatum(path[call_cntr].vertex_id); |
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| 455 | nulls[0] = ' '; |
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| 456 | values[1] = Int32GetDatum(path[call_cntr].edge_id); |
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| 457 | nulls[1] = ' '; |
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| 458 | values[2] = Float8GetDatum(path[call_cntr].cost); |
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| 459 | nulls[2] = ' '; |
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| 460 | |
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| 461 | DBG("Heap making\n"); |
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| 462 | |
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| 463 | tuple = heap_formtuple(tuple_desc, values, nulls); |
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| 464 | |
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| 465 | DBG("Datum making\n"); |
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| 466 | |
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| 467 | /* make the tuple into a datum */ |
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| 468 | result = HeapTupleGetDatum(tuple); |
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| 469 | |
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| 470 | DBG("VAL: %i\n, %i", values[0], result); |
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| 471 | DBG("Trying to free some memory\n"); |
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| 472 | |
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| 473 | /* clean up (this is not really necessary) */ |
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| 474 | pfree(values); |
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| 475 | pfree(nulls); |
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| 476 | |
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| 477 | |
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| 478 | SRF_RETURN_NEXT(funcctx, result); |
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| 479 | } |
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| 480 | else /* do when there is no more left */ |
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| 481 | { |
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| 482 | DBG("Ending function\n"); |
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| 483 | profstop("store", prof_store); |
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| 484 | profstop("total", prof_total); |
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| 485 | DBG("Profiles stopped\n"); |
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| 486 | |
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| 487 | pfree(path); |
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| 488 | |
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| 489 | DBG("Path cleared\n"); |
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| 490 | |
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| 491 | SRF_RETURN_DONE(funcctx); |
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| 492 | } |
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| 493 | } |
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