mas01cr@590
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1 #if defined(WIN32)
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mas01cr@590
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2 #include <sys/locking.h>
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mas01cr@590
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3 #endif
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4 #if !defined(WIN32)
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5 #include <sys/mman.h>
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6 #endif
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mas01cr@591
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7 #include <sys/stat.h>
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mas01cr@563
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8 #include <sys/types.h>
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mas01cr@589
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9
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10 #include <stdio.h>
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11 #include <errno.h>
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12 #include <fcntl.h>
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13 #if defined(WIN32)
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14 #include <io.h>
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15 #endif
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16 #include <limits.h>
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17 #include <math.h>
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18 #include <string.h>
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19 #include <unistd.h>
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20 #if defined(WIN32)
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21 #include <windows.h>
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22 #endif
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23
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24 #include <algorithm>
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25 #include <iostream>
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26 #include <map>
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27 #include <queue>
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28 #include <set>
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29 #include <string>
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30 #include <vector>
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31
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32 #include "accumulator.h"
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33 #include "pointpair.h"
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34 #include "lshlib.h"
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35
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mas01cr@589
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36 using namespace std;
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37
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mas01cr@498
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38 /* this struct is for writing polymorphic routines as puns. When
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39 * inserting, we might have a "datum" (with actual numerical data) or
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40 * a "reference" (with strings denoting pathnames containing numerical
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41 * data), but most of the operations are the same. This struct, used
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42 * only internally, allows us to write the main body of the insert
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43 * code only once.
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44 */
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45 typedef struct adb_datum_internal {
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46 uint32_t nvectors;
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47 uint32_t dim;
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48 const char *key;
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49 void *data;
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50 void *times;
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51 void *power;
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mas01cr@498
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52 } adb_datum_internal_t;
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53
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mas01cr@498
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54 /* this struct is to collect together a bunch of information about a
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55 * query (or, in fact, a single database entry, or even a whole
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56 * database). The _data pointers are immutable (hey, FIXME: should
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57 * they be constified in some way?) so that free() can work on them
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58 * later, while the ones without the suffix are mutable to maintain
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59 * the "current" position in some way. mean_duration points to a
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60 * (possibly single-element) array of mean durations for each track.
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61 */
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62 typedef struct adb_qpointers_internal {
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63 uint32_t nvectors;
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64 double *l2norm_data;
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65 double *l2norm;
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66 double *power_data;
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67 double *power;
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68 double *mean_duration;
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mas01cr@498
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69 } adb_qpointers_internal_t;
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70
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mas01cr@509
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71 /* this struct is the in-memory representation of the binary
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72 * information stored at the head of each adb file */
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73 typedef struct adbheader {
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74 uint32_t magic;
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75 uint32_t version;
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76 uint32_t numFiles;
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77 uint32_t dim;
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mas01cr@509
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78 uint32_t flags;
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79 uint32_t headerSize;
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80 off_t length;
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81 off_t fileTableOffset;
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82 off_t trackTableOffset;
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83 off_t dataOffset;
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84 off_t l2normTableOffset;
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85 off_t timesTableOffset;
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86 off_t powerTableOffset;
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87 off_t dbSize;
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mas01cr@509
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88 } adb_header_t;
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89
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90 #define ADB_HEADER_SIZE (sizeof(struct adbheader))
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91
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92 #define ADB_HEADER_FLAG_L2NORM (0x1U)
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mas01cr@509
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93 #define ADB_HEADER_FLAG_POWER (0x4U)
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mas01cr@509
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94 #define ADB_HEADER_FLAG_TIMES (0x20U)
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mas01cr@509
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95 #define ADB_HEADER_FLAG_REFERENCES (0x40U)
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mas01cr@509
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96
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mas01cr@595
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97 /* macros to make file/directory creation non-painful */
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mas01cr@595
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98 #if defined(WIN32)
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mas01cr@595
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99 #define mkdir_or_goto_error(dirname) \
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100 if(_mkdir(dirname) < 0) { \
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101 goto error; \
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102 }
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mas01cr@595
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103 #define ADB_CREAT_PERMISSIONS (_S_IREAD|_S_IWRITE)
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mas01cr@595
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104 #else
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mas01cr@595
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105 #define mkdir_or_goto_error(dirname) \
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mas01cr@595
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106 if(mkdir(dirname, S_IRWXU|S_IRWXG|S_IRWXO) < 0) { \
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107 goto error; \
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mas01cr@595
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108 }
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mas01cr@595
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109 #define ADB_CREAT_PERMISSIONS (S_IRUSR|S_IWUSR|S_IRGRP|S_IWGRP|S_IROTH|S_IWOTH)
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110 #endif
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mas01cr@498
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111 /* the transparent version of the opaque (forward-declared) adb_t. */
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112 struct adb {
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113 char *path;
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114 int fd;
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115 int flags;
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116 adb_header_t *header;
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117 std::vector<std::string> *keys;
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118 std::map<std::string,uint32_t> *keymap;
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119 std::vector<uint32_t> *track_lengths;
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120 std::vector<off_t> *track_offsets;
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121 LSH *cached_lsh;
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122 };
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123
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mas01cr@498
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124 typedef struct {
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125 bool operator() (const adb_result_t &r1, const adb_result_t &r2) {
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mas01cr@498
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126 return strcmp(r1.key, r2.key) < 0;
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mas01cr@498
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127 }
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mas01cr@498
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128 } adb_result_key_lt;
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129
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mas01cr@498
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130 typedef struct {
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131 bool operator() (const adb_result_t &r1, const adb_result_t &r2) {
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mas01cr@498
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132 return r1.qpos < r2.qpos;
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mas01cr@498
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133 }
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mas01cr@498
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134 } adb_result_qpos_lt;
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135
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mas01cr@498
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136 typedef struct {
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137 bool operator() (const adb_result_t &r1, const adb_result_t &r2) {
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mas01cr@498
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138 return r1.dist < r2.dist;
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mas01cr@498
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139 }
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mas01cr@498
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140 } adb_result_dist_lt;
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mas01cr@498
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141
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mas01cr@498
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142 typedef struct {
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143 bool operator() (const adb_result_t &r1, const adb_result_t &r2) {
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mas01cr@498
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144 return r1.dist > r2.dist;
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mas01cr@498
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145 }
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mas01cr@498
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146 } adb_result_dist_gt;
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mas01cr@498
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147
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mas01cr@498
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148 typedef struct {
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mas01cr@498
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149 bool operator() (const adb_result_t &r1, const adb_result_t &r2) {
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mas01cr@498
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150 return ((r1.ipos < r2.ipos) ||
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mas01cr@498
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151 ((r1.ipos == r2.ipos) &&
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mas01cr@498
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152 ((r1.qpos < r2.qpos) ||
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mas01cr@498
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153 ((r1.qpos == r2.qpos) && (strcmp(r1.key, r2.key) < 0)))));
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154 }
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mas01cr@498
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155 } adb_result_triple_lt;
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156
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mas01cr@610
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157 /* this struct is for maintaining per-query state. We don't want to
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mas01cr@610
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158 * store this stuff in the adb struct itself, because (a) it doesn't
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mas01cr@610
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159 * belong there and (b) in principle people might do two queries in
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mas01cr@610
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160 * parallel using the same adb handle. (b) is in practice a little
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mas01cr@610
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161 * bit academic because at the moment we're seeking all over the disk
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162 * using adb->fd, but changing to use pread() might win us
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163 * threadsafety eventually.
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164 */
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mas01cr@610
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165 typedef struct adb_qstate_internal {
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mas01cr@610
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166 Accumulator *accumulator;
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mas01cr@610
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167 std::set<std::string> *allowed_keys;
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mas01cr@610
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168 std::priority_queue<PointPair> *exact_evaluation_queue;
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mas01cr@610
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169 std::set< adb_result_t, adb_result_triple_lt > *set;
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mas01cr@610
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170 LSH *lsh;
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mas01cr@610
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171 } adb_qstate_internal_t;
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172
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mas01cr@498
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173 /* We could go gcc-specific here and use typeof() instead of passing
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174 * in an explicit type. Answers on a postcard as to whether that's a
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mas01cr@498
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175 * good plan or not. */
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mas01cr@498
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176 #define mmap_or_goto_error(type, var, start, length) \
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mas01cr@498
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177 { void *tmp = mmap(0, length, PROT_READ, MAP_SHARED, adb->fd, (start)); \
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mas01cr@498
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178 if(tmp == (void *) -1) { \
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mas01cr@498
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179 goto error; \
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mas01cr@498
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180 } \
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mas01cr@498
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181 var = (type) tmp; \
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mas01cr@498
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182 }
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183
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mas01cr@498
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184 #define maybe_munmap(table, length) \
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mas01cr@498
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185 { if(table) { \
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mas01cr@498
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186 munmap(table, length); \
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mas01cr@498
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187 } \
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mas01cr@498
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188 }
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189
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mas01cr@595
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190 #define malloc_and_fill_or_goto_error(type, var, start, length) \
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mas01cr@595
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191 { void *tmp = malloc(length); \
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mas01cr@595
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192 if(tmp == NULL) { \
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mas01cr@595
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193 goto error; \
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mas01cr@595
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194 } \
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195 var = (type) tmp; \
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196 lseek_set_or_goto_error(adb->fd, (start)); \
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mas01cr@595
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197 read_or_goto_error(adb->fd, var, length); \
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mas01cr@595
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198 }
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199
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mas01cr@595
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200 #define maybe_free(var) \
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mas01cr@595
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201 { if(var) { \
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mas01cr@595
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202 free(var); \
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mas01cr@595
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203 } \
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mas01cr@595
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204 }
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mas01cr@595
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205
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mas01cr@509
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206 #define maybe_delete_array(pointer) \
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mas01cr@509
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207 { if(pointer) { \
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mas01cr@509
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208 delete [] pointer; \
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mas01cr@509
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209 pointer = NULL; \
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mas01cr@509
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210 } \
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mas01cr@509
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211 }
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mas01cr@509
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212
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mas01cr@498
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213 #define write_or_goto_error(fd, buffer, size) \
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mas01cr@498
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214 { ssize_t tmp = size; \
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mas01cr@498
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215 if(write(fd, buffer, size) != tmp) { \
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mas01cr@498
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216 goto error; \
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mas01cr@498
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217 } \
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mas01cr@498
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218 }
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mas01cr@498
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219
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mas01cr@498
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220 #define read_or_goto_error(fd, buffer, size) \
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mas01cr@498
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221 { ssize_t tmp = size; \
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mas01cr@498
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222 if(read(fd, buffer, size) != tmp) { \
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mas01cr@498
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223 goto error; \
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mas01cr@498
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224 } \
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mas01cr@498
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225 }
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mas01cr@498
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226
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mas01cr@592
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227 #define lseek_set_or_goto_error(fd, offset) \
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mas01cr@592
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228 { if(lseek(fd, offset, SEEK_SET) == (off_t) -1) \
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mas01cr@592
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229 goto error; \
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mas01cr@592
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230 } \
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mas01cr@592
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231
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mas01cr@498
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232 static inline int audiodb_sync_header(adb_t *adb) {
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233 off_t pos;
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234 pos = lseek(adb->fd, (off_t) 0, SEEK_CUR);
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mas01cr@498
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235 if(pos == (off_t) -1) {
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mas01cr@498
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236 goto error;
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mas01cr@498
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237 }
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mas01cr@498
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238 if(lseek(adb->fd, (off_t) 0, SEEK_SET) == (off_t) -1) {
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mas01cr@498
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239 goto error;
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mas01cr@498
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240 }
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mas01cr@509
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241 if(write(adb->fd, adb->header, ADB_HEADER_SIZE) != ADB_HEADER_SIZE) {
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mas01cr@498
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242 goto error;
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mas01cr@498
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243 }
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mas01cr@498
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244
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mas01cr@588
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245 #if defined(WIN32)
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mas01cr@588
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246 _commit(adb->fd);
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mas01cr@588
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247 #elif defined(_POSIX_SYNCHRONIZED_IO) && (_POSIX_SYNCHRONIZED_IO > 0)
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mas01cr@498
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248 fdatasync(adb->fd);
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mas01cr@563
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249 #else
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mas01cr@563
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250 fsync(adb->fd);
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mas01cr@563
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251 #endif
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mas01cr@498
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252 if(lseek(adb->fd, pos, SEEK_SET) == (off_t) -1) {
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mas01cr@498
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253 goto error;
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mas01cr@498
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254 }
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mas01cr@498
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255 return 0;
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mas01cr@498
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256
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mas01cr@498
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257 error:
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mas01cr@498
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258 return 1;
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mas01cr@498
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259 }
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mas01cr@498
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260
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mas01cr@498
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261 static inline double audiodb_dot_product(double *p, double *q, size_t count) {
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mas01cr@498
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262 double result = 0;
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mas01cr@498
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263 while(count--) {
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mas01cr@498
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264 result += *p++ * *q++;
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mas01cr@498
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265 }
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mas01cr@498
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266 return result;
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mas01cr@498
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267 }
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mas01cr@498
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268
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mas01cr@498
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269 static inline void audiodb_l2norm_buffer(double *d, size_t dim, size_t nvectors, double *l) {
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mas01cr@498
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270 while(nvectors--) {
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mas01cr@498
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271 double *d1 = d;
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mas01cr@498
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272 double *d2 = d;
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mas01cr@498
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273 *l++ = audiodb_dot_product(d1, d2, dim);
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mas01cr@498
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274 d += dim;
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mas01cr@498
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275 }
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mas01cr@498
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276 }
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mas01cr@498
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277
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mas01cr@498
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278 // This is a common pattern in sequence queries: what we are doing is
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mas01cr@498
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279 // taking a window of length seqlen over a buffer of length length,
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mas01cr@498
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280 // and placing the sum of the elements in that window in the first
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mas01cr@498
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281 // element of the window: thus replacing all but the last seqlen
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mas01cr@498
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282 // elements in the buffer with the corresponding windowed sum.
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mas01cr@498
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283 static inline void audiodb_sequence_sum(double *buffer, int length, int seqlen) {
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mas01cr@498
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284 double tmp1, tmp2, *ps;
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mas01cr@498
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285 int j, w;
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mas01cr@498
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286
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mas01cr@498
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287 tmp1 = *buffer;
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mas01cr@498
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288 j = 1;
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mas01cr@498
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289 w = seqlen - 1;
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mas01cr@498
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290 while(w--) {
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mas01cr@498
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291 *buffer += buffer[j++];
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mas01cr@498
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292 }
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mas01cr@498
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293 ps = buffer + 1;
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mas01cr@498
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294 w = length - seqlen; // +1 - 1
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mas01cr@498
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295 while(w--) {
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mas01cr@498
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296 tmp2 = *ps;
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mas01cr@498
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297 if(isfinite(tmp1)) {
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mas01cr@498
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298 *ps = *(ps - 1) - tmp1 + *(ps + seqlen - 1);
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mas01cr@498
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299 } else {
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mas01cr@498
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300 for(int i = 1; i < seqlen; i++) {
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mas01cr@498
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301 *ps += *(ps + i);
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mas01cr@498
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302 }
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mas01cr@498
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303 }
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mas01cr@498
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304 tmp1 = tmp2;
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mas01cr@498
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305 ps++;
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mas01cr@498
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306 }
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mas01cr@498
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307 }
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mas01cr@498
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308
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mas01cr@498
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309 // In contrast to audiodb_sequence_sum() above,
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mas01cr@498
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310 // audiodb_sequence_sqrt() and audiodb_sequence_average() below are
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mas01cr@498
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311 // simple mappers across the sequence.
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mas01cr@498
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312 static inline void audiodb_sequence_sqrt(double *buffer, int length, int seqlen) {
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mas01cr@498
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313 int w = length - seqlen + 1;
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mas01cr@498
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314 while(w--) {
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mas01cr@498
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315 *buffer = sqrt(*buffer);
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mas01cr@498
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316 buffer++;
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mas01cr@498
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317 }
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mas01cr@498
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318 }
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mas01cr@498
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319
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mas01cr@498
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320 static inline void audiodb_sequence_average(double *buffer, int length, int seqlen) {
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mas01cr@498
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321 int w = length - seqlen + 1;
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mas01cr@498
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322 while(w--) {
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mas01cr@498
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323 *buffer /= seqlen;
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mas01cr@498
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324 buffer++;
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mas01cr@498
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325 }
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mas01cr@498
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326 }
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mas01cr@498
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327
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mas01cr@498
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328 static inline uint32_t audiodb_key_index(adb_t *adb, const char *key) {
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mas01cr@498
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329 std::map<std::string,uint32_t>::iterator it;
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mas01cr@498
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330 it = adb->keymap->find(key);
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mas01cr@498
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331 if(it == adb->keymap->end()) {
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mas01cr@498
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332 return (uint32_t) -1;
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mas01cr@498
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333 } else {
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mas01cr@498
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334 return (*it).second;
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mas01cr@498
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335 }
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mas01cr@498
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336 }
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mas01cr@498
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337
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mas01cr@498
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338 static inline const char *audiodb_index_key(adb_t *adb, uint32_t index) {
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mas01cr@498
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339 return (*adb->keys)[index].c_str();
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mas01cr@498
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340 }
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mas01cr@498
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341
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mas01mc@557
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342 static inline uint32_t audiodb_index_to_track_id(adb_t *adb, uint32_t lshid){
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mas01mc@557
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343 off_t offset = (off_t)lshid*adb->header->dim*sizeof(double);
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mas01cr@536
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344 std::vector<off_t>::iterator b = (*adb->track_offsets).begin();
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mas01cr@536
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345 std::vector<off_t>::iterator e = (*adb->track_offsets).end();
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mas01cr@536
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346 std::vector<off_t>::iterator p = std::upper_bound(b, e, offset);
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mas01cr@536
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347 return p - b - 1;
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mas01cr@498
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348 }
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mas01cr@498
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349
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mas01mc@534
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350 static inline uint32_t audiodb_index_to_track_pos(adb_t *adb, uint32_t track_id, uint32_t lshid) {
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mas01mc@534
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351 uint32_t trackIndexOffset = (*adb->track_offsets)[track_id] / (adb->header->dim * sizeof(double));
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mas01mc@534
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352 return lshid - trackIndexOffset;
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mas01cr@498
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353 }
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mas01cr@498
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354
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mas01mc@534
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355 static inline uint32_t audiodb_index_from_trackinfo(adb_t *adb, uint32_t track_id, uint32_t track_pos) {
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mas01mc@534
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356 uint32_t trackIndexOffset = (*adb->track_offsets)[track_id] / (adb->header->dim * sizeof(double));
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mas01mc@534
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357 return trackIndexOffset + track_pos;
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mas01cr@498
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358 }
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mas01cr@498
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359
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mas01cr@498
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360 int audiodb_read_data(adb_t *, int, int, double **, size_t *);
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mas01cr@498
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361 int audiodb_insert_create_datum(adb_insert_t *, adb_datum_t *);
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mas01cr@498
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362 int audiodb_track_id_datum(adb_t *, uint32_t, adb_datum_t *);
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mas01cr@580
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363 int audiodb_really_free_datum(adb_datum_t *);
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mas01cr@498
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364 int audiodb_datum_qpointers(adb_datum_t *, uint32_t, double **, double **, adb_qpointers_internal_t *);
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mas01cr@498
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365 int audiodb_query_spec_qpointers(adb_t *, const adb_query_spec_t *, double **, double **, adb_qpointers_internal_t *);
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mas01cr@498
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366 int audiodb_query_queue_loop(adb_t *, const adb_query_spec_t *, adb_qstate_internal_t *, double *, adb_qpointers_internal_t *);
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mas01cr@498
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367 int audiodb_query_loop(adb_t *, const adb_query_spec_t *, adb_qstate_internal_t *);
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mas01cr@498
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368 char *audiodb_index_get_name(const char *, double, uint32_t);
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mas01cr@498
|
369 bool audiodb_index_exists(const char *, double, uint32_t);
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mas01cr@498
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370 int audiodb_index_query_loop(adb_t *, const adb_query_spec_t *, adb_qstate_internal_t *);
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mas01cr@509
|
371 LSH *audiodb_index_allocate(adb_t *, char *, bool);
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mas01cr@509
|
372 vector<vector<float> > *audiodb_index_initialize_shingles(uint32_t, uint32_t, uint32_t);
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mas01cr@509
|
373 void audiodb_index_delete_shingles(vector<vector<float> > *);
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mas01cr@509
|
374 void audiodb_index_make_shingle(vector<vector<float> > *, uint32_t, double *, uint32_t, uint32_t);
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mas01cr@509
|
375 int audiodb_index_norm_shingles(vector<vector<float> > *, double *, double *, uint32_t, uint32_t, double, bool, bool, float);
|
mas01cr@509
|
376
|
mas01cr@509
|
377 #define ADB_MAXSTR (512U)
|
mas01cr@509
|
378 #define ADB_FILETABLE_ENTRY_SIZE (256U)
|
mas01cr@509
|
379 #define ADB_TRACKTABLE_ENTRY_SIZE (sizeof(uint32_t))
|
mas01cr@509
|
380 #define ADB_DISTANCE_TOLERANCE (1e-6)
|
mas01cr@509
|
381
|
mas01cr@509
|
382 #define ADB_DEFAULT_DATASIZE (1355U) /* in MB */
|
mas01cr@509
|
383 #define ADB_DEFAULT_NTRACKS (20000U)
|
mas01cr@509
|
384 #define ADB_DEFAULT_DATADIM (9U)
|
mas01cr@509
|
385
|
mas01cr@509
|
386 #define ADB_FIXME_LARGE_ADB_SIZE (ADB_DEFAULT_DATASIZE+1)
|
mas01cr@509
|
387 #define ADB_FIXME_LARGE_ADB_NTRACKS (ADB_DEFAULT_NTRACKS+1)
|
mas01cr@509
|
388
|
mas01cr@509
|
389 #define ADB_OLD_MAGIC ('O'|'2'<<8|'D'<<16|'B'<<24)
|
mas01cr@509
|
390 #define ADB_MAGIC ('o'|'2'<<8|'d'<<16|'b'<<24)
|
mas01cr@509
|
391 #define ADB_FORMAT_VERSION (4U)
|
mas01cr@509
|
392
|
mas01cr@509
|
393 #define align_up(x,w) (((x) + ((1<<w)-1)) & ~((1<<w)-1))
|
mas01cr@509
|
394 #define align_down(x,w) ((x) & ~((1<<w)-1))
|
mas01cr@509
|
395
|
mas01cr@591
|
396 #if defined(WIN32)
|
mas01cr@591
|
397 #define getpagesize() (64*1024)
|
mas01cr@591
|
398 #endif
|
mas01cr@591
|
399
|
mas01cr@509
|
400 #define align_page_up(x) (((x) + (getpagesize()-1)) & ~(getpagesize()-1))
|
mas01cr@509
|
401 #define align_page_down(x) ((x) & ~(getpagesize()-1))
|
mas01cr@509
|
402
|