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1 #ifndef __AUDIODB_H_
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2 #define __AUDIODB_H_
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3
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4 #include <stdio.h>
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5 #include <stdlib.h>
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6 #include <sys/types.h>
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7 #include <sys/stat.h>
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8 #include <sys/mman.h>
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9 #include <fcntl.h>
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10 #include <string.h>
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11 #include <iostream>
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12 #include <fstream>
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13 #include <set>
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14 #include <map>
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15 #include <string>
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16 #include <math.h>
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17 #include <sys/time.h>
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18 #include <assert.h>
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19 #include <float.h>
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20 #include <signal.h>
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21 #include <gsl/gsl_rng.h>
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22
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23 // includes for LSH indexing
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24 extern "C" {
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25 #include "audioDB_API.h"
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26 }
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27 #include "ReporterBase.h"
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28 #include "accumulator.h"
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29 #include "lshlib.h"
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30
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31 // includes for web services
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32 #include "soapH.h"
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33 #include "cmdline.h"
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34
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35 // should probably be rewritten
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36 class PointPair{
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37 public:
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38 Uns32T trackID;
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39 Uns32T qpos;
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40 Uns32T spos;
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41 PointPair(Uns32T a, Uns32T b, Uns32T c);
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42 };
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43 bool operator<(const PointPair& a, const PointPair& b);
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44
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45 #define MAXSTR 512
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46
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47 // Databse PRIMARY commands
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48 #define COM_CREATE "--NEW"
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49 #define COM_INSERT "--INSERT"
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50 #define COM_BATCHINSERT "--BATCHINSERT"
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51 #define COM_QUERY "--QUERY"
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52 #define COM_STATUS "--STATUS"
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53 #define COM_L2NORM "--L2NORM"
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54 #define COM_POWER "--POWER"
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55 #define COM_DUMP "--DUMP"
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56 #define COM_SERVER "--SERVER"
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57 #define COM_INDEX "--INDEX"
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58 #define COM_SAMPLE "--SAMPLE"
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59 #define COM_LISZT "--LISZT"
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60
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61 // parameters
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62 #define COM_CLIENT "--client"
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63 #define COM_DATABASE "--database"
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64 #define COM_QTYPE "--qtype"
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65 #define COM_SEQLEN "--sequencelength"
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66 #define COM_SEQHOP "--sequencehop"
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67 #define COM_POINTNN "--pointnn"
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68 #define COM_RADIUS "--radius"
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69 #define COM_TRACKNN "--resultlength"
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70 #define COM_QPOINT "--qpoint"
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71 #define COM_FEATURES "--features"
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72 #define COM_QUERYKEY "--key"
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73 #define COM_KEYLIST "--keyList"
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74 #define COM_TIMES "--times"
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75 #define COM_QUERYPOWER "--power"
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76 #define COM_RELATIVE_THRESH "--relative-threshold"
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77 #define COM_ABSOLUTE_THRESH "--absolute-threshold"
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78 #define COM_EXHAUSTIVE "--exhaustive"
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79 #define COM_LSH_EXACT "--lsh_exact"
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80
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81 #define O2_OLD_MAGIC ('O'|'2'<<8|'D'<<16|'B'<<24)
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82 #define O2_MAGIC ('o'|'2'<<8|'d'<<16|'b'<<24)
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83 #define O2_FORMAT_VERSION (4U)
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84
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85 #define O2_DEFAULT_POINTNN (10U)
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86 #define O2_DEFAULT_TRACKNN (10U)
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87
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88 //#define O2_DEFAULTDBSIZE (4000000000) // 4GB table size
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89 #define O2_DEFAULTDBSIZE (2000000000) // 2GB table size
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90
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91 // Bit masks for packing (trackID,pointID) into 32-bit unsigned int
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92 // This can be controlled at compile time
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93 #define O2_DEFAULT_LSH_N_POINT_BITS 14
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94
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95 // Override the default point bit width for large database support
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96 #ifndef LSH_N_POINT_BITS
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97 #define LSH_N_POINT_BITS O2_DEFAULT_LSH_N_POINT_BITS
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98 #endif
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99
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100 // LIMIT PARAMETERS
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101 #define O2_DEFAULT_DATASIZE (1355U) // in MB
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102 #define O2_DEFAULT_NTRACKS (20000U)
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103 #define O2_DEFAULT_DATADIM (9U)
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104 #define O2_REALTYPE (double)
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105 #define O2_MAXFILES (1000000U)
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106 #define O2_MAXFILESTR (256U)
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107 #define O2_FILETABLE_ENTRY_SIZE (O2_MAXFILESTR)
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108 #define O2_TRACKTABLE_ENTRY_SIZE (sizeof(unsigned))
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109 #define O2_HEADERSIZE (sizeof(dbTableHeaderT))
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110 #define O2_MEANNUMVECTORS (1000U)
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111 #define O2_MAXDIM (2000U)
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112 #define O2_MAXNN (1000000U)
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113 #define O2_MAXSEQLEN (8000U) // maximum feature vectors in a sequence
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114 #define O2_MAXTRACKS (1000000U) // maximum number of tracks
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115 #define O2_MAXTRACKLEN (1<<LSH_N_POINT_BITS) // maximum shingles in a track
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116 #define O2_MAXDOTPRODUCTMEMORY (sizeof(O2_REALTYPE)*O2_MAXSEQLEN*O2_MAXSEQLEN) // 512MB
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117 #define O2_DISTANCE_TOLERANCE (1e-6)
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118 #define O2_SERIAL_MAX_TRACKBATCH (1000000)
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119 #define O2_LARGE_ADB_SIZE (O2_DEFAULT_DATASIZE+1) // datasize at which features are kept externally (in Mbytes)
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120 #define O2_LARGE_ADB_NTRACKS (O2_DEFAULT_NTRACKS+1) // ntracks at which features are kept externally
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121 #define O2_MAX_VECTORS ( O2_MEANNUMVECTORS * O2_MAXTRACKS )
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122
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123 // Flags
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124 #define O2_FLAG_L2NORM (0x1U)
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125 #define O2_FLAG_MINMAX (0x2U)
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126 #define O2_FLAG_POWER (0x4U)
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127 #define O2_FLAG_TIMES (0x20U)
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128 #define O2_FLAG_LARGE_ADB (0x40U)
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129 #define DISPLAY_FLAG(x) (x?"on":"off")
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130
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131 // Query types
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132 #define O2_POINT_QUERY (0x4U)
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133 #define O2_SEQUENCE_QUERY (0x8U)
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134 #define O2_TRACK_QUERY (0x10U)
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135 #define O2_N_SEQUENCE_QUERY (0x20U)
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136 #define O2_ONE_TO_ONE_N_SEQUENCE_QUERY (0x40U)
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137
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138 // Error Codes
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139 #define O2_ERR_KEYNOTFOUND (0xFFFFFF00)
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140
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141 // Macros
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142 #define O2_ACTION(a) (strcmp(command,a)==0)
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143
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144 #define ALIGN_UP(x,w) (((x) + ((1<<w)-1)) & ~((1<<w)-1))
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145 #define ALIGN_DOWN(x,w) ((x) & ~((1<<w)-1))
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146
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147 #define ALIGN_PAGE_UP(x) (((x) + (getpagesize()-1)) & ~(getpagesize()-1))
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148 #define ALIGN_PAGE_DOWN(x) ((x) & ~(getpagesize()-1))
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149
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150 #define ENSURE_STRING(x) ((x) ? (x) : "")
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151
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152 #define CHECKED_MMAP(type, var, start, length) \
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153 { void *tmp = mmap(0, length, (PROT_READ | (forWrite ? PROT_WRITE : 0)), MAP_SHARED, dbfid, (start)); \
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154 if(tmp == (void *) -1) { \
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155 error("mmap error for db table", #var, "mmap"); \
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156 } \
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157 var = (type) tmp; \
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158 }
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159
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160 #define CHECKED_READ(fd, buf, count) \
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161 { size_t tmpcount = count; \
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162 ssize_t tmp = read(fd, buf, tmpcount); \
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163 if(tmp == -1) { \
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164 error("read error", "", "read"); \
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165 } else if((size_t) tmp != tmpcount) { \
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166 error("short read", ""); \
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167 } \
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168 }
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169
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170 #define CHECKED_WRITE(fd, buf, count) \
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171 { size_t tmpcount = count; \
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172 ssize_t tmp = write(fd, buf, tmpcount); \
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173 if(tmp == -1) { \
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174 error("write error", "", "write"); \
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175 } else if((size_t) tmp != tmpcount) { \
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176 error("short write", ""); \
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177 } \
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178 }
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179
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180 #define VERB_LOG(vv, ...) \
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181 if(verbosity > vv) { \
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182 fprintf(stderr, __VA_ARGS__); \
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183 fflush(stderr); \
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184 }
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185
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186 // We will only use this in a 32-bit address space
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187 // So map the off_t down to 32-bits first
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188 #define INSERT_FILETABLE_STRING(TABLE, STR) \
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189 strncpy(TABLE + dbH->numFiles*O2_FILETABLE_ENTRY_SIZE, STR, strlen(STR));
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190
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191 #define SAFE_DELETE(PTR) delete PTR; PTR=0;
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192 #define SAFE_DELETE_ARRAY(PTR) delete[] PTR; PTR=0;
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193
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194 extern char* SERVER_ADB_ROOT;
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195 extern char* SERVER_ADB_FEATURE_ROOT;
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196
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197 typedef struct dbTableHeader {
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198 uint32_t magic;
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199 uint32_t version;
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200 uint32_t numFiles;
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201 uint32_t dim;
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202 uint32_t flags;
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203 uint32_t headerSize;
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204 off_t length;
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205 off_t fileTableOffset;
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206 off_t trackTableOffset;
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207 off_t dataOffset;
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208 off_t l2normTableOffset;
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209 off_t timesTableOffset;
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210 off_t powerTableOffset;
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211 off_t dbSize;
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212 } dbTableHeaderT, *dbTableHeaderPtr;
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213
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214 class audioDB{
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215 private:
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216 gengetopt_args_info args_info;
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217 unsigned dim;
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218 const char *dbName;
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219 const char *inFile;
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220 const char *hostport;
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221 const char *key;
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222 const char* trackFileName;
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223 std::ifstream *trackFile;
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224 const char *command;
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225 const char *output;
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226 const char *timesFileName;
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227 std::ifstream *timesFile;
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228 const char *powerFileName;
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229 std::ifstream *powerFile;
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230 const char* adb_root;
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231 const char* adb_feature_root;
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232
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233 int powerfd;
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234 int dbfid;
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235 int lshfid;
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236 bool forWrite;
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237 int infid;
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238 struct stat statbuf;
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239 dbTableHeaderPtr dbH;
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240 struct adb *adb;
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241
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242 gsl_rng *rng;
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243
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244 char* fileTable;
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245 unsigned* trackTable;
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246 double* l2normTable;
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247 double* timesTable;
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248 double* powerTable;
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249
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250 char* featureFileNameTable;
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251 char* timesFileNameTable;
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252 char* powerFileNameTable;
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253
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254 size_t fileTableLength;
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255 size_t trackTableLength;
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256 size_t timesTableLength;
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257 size_t powerTableLength;
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258 size_t l2normTableLength;
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259
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260 // Flags and parameters
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261 unsigned verbosity; // how much do we want to know?
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262
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263 unsigned nsamples;
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264
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265 //off_t size; // given size (for creation)
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266 unsigned datasize; // size in MB
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267 unsigned ntracks;
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mas01cr@256
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268 unsigned datadim;
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269
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270 unsigned queryType; // point queries default
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271 unsigned pointNN; // how many point NNs ?
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272 unsigned trackNN; // how many track NNs ?
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273 unsigned sequenceLength;
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274 unsigned sequenceHop;
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275 bool normalizedDistance;
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276 bool no_unit_norming;
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277 unsigned queryPoint;
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278 unsigned usingQueryPoint;
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279 unsigned usingTimes;
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280 unsigned usingPower;
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281 unsigned isClient;
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282 unsigned isServer;
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283 unsigned port;
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284 double timesTol;
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mas01mc@17
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285 double radius;
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mas01mc@292
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286 bool query_from_key;
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mas01mc@292
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287 Uns32T query_from_key_index;
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mas01cr@193
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288 bool use_absolute_threshold;
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mas01cr@193
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289 double absolute_threshold;
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290 bool use_relative_threshold;
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291 double relative_threshold;
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292
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293 ReporterBase* reporter; // track/point reporter
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294
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295 // LISZT parameters
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mas01mc@334
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296 unsigned lisztOffset;
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mas01mc@334
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297 unsigned lisztLength;
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298
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299 // private methods
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mas01cr@32
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300 void error(const char* a, const char* b = "", const char *sysFunc = 0);
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mas01ik@355
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301
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mas01cr@405
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302 void insertTimeStamps(unsigned n, std::ifstream* timesFile, double* timesdata);
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mas01cr@284
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303 void initRNG();
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304 void initDBHeader(const char *dbName);
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mas01cr@454
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305 void initInputFile(const char *inFile);
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mas01mc@292
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306 void initTables(const char* dbName, const char* inFile = 0);
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mas01mc@292
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307 void initTablesFromKey(const char* dbName, const Uns32T queryIndex);
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mas01mc@324
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308 void prefix_name(char** const name, const char* prefix);
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309
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310 public:
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311 audioDB(const unsigned argc, const char *argv[]);
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mas01cr@370
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312 audioDB(const unsigned argc, const char *argv[], adb__queryResponse *adbQueryResponse);
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mas01cr@370
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313 audioDB(const unsigned argc, const char *argv[], adb__statusResponse *adbStatusResponse);
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mas01cr@370
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314 audioDB(const unsigned argc, const char *argv[], adb__lisztResponse *adbLisztResponse);
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mas01mc@334
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315
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316 void cleanup();
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317 ~audioDB();
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mas01cr@370
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318 int processArgs(const unsigned argc, const char* argv[]);
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mas01cr@30
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319 void get_lock(int fd, bool exclusive);
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mas01cr@30
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320 void release_lock(int fd);
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mas01cr@0
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321 void create(const char* dbName);
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mas01cr@0
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322 void insert(const char* dbName, const char* inFile);
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323 void batchinsert(const char* dbName, const char* inFile);
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mas01cr@133
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324 void query(const char* dbName, const char* inFile, adb__queryResponse *adbQueryResponse=0);
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mas01cr@133
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325 void status(const char* dbName, adb__statusResponse *adbStatusResponse=0);
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mas01ik@355
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326
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mas01cr@284
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327 unsigned random_track(unsigned *propTable, unsigned total);
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mas01cr@280
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328 void sample(const char *dbName);
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mas01cr@0
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329 void l2norm(const char* dbName);
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mas01cr@193
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330 void power_flag(const char *dbName);
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mas01cr@0
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331 void dump(const char* dbName);
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mas01mc@334
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332 void liszt(const char* dbName, unsigned offset, unsigned numLines, adb__lisztResponse* adbLisztResponse=0);
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mas01cr@0
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333
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mas01mc@292
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334 // LSH indexing parameters and data structures
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mas01mc@292
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335 LSH* lsh;
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mas01mc@292
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336 bool lsh_in_core; // load LSH tables for query into core (true) or keep on disk (false)
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mas01mc@292
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337 bool lsh_use_u_functions;
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mas01mc@292
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338 bool lsh_exact; // flag to indicate use exact evaluation of points returned by LSH
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mas01mc@308
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339 bool WS_load_index; // flag to indicate that we want to make a Web Services index memory resident
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mas01mc@292
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340 double lsh_param_w; // Width of LSH hash-function bins
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mas01mc@292
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341 Uns32T lsh_param_k; // Number of independent hash functions
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mas01mc@292
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342 Uns32T lsh_param_m; // Combinatorial parameter for m(m-1)/2 hash tables
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mas01mc@292
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343 Uns32T lsh_param_N; // Number of rows per hash table
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mas01mc@292
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344 Uns32T lsh_param_b; // Batch size, in number of tracks, per indexing iteration
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mas01mc@292
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345 Uns32T lsh_param_ncols; // Maximum number of collision in a hash-table row
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mas01mc@324
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346
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mas01mc@292
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347 // LSH indexing and retrieval methods
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mas01mc@292
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348 void index_index_db(const char* dbName);
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mas01mc@292
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349 void index_initialize(double**,double**,double**,double**,unsigned int*);
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mas01mc@292
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350 void index_insert_tracks(Uns32T start_track, Uns32T end_track, double** fvpp, double** sNormpp,double** snPtrp, double** sPowerp, double** spPtrp);
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mas01mc@292
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351 int index_insert_track(Uns32T trackID, double** fvpp, double** snpp, double** sppp);
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mas01mc@292
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352 Uns32T index_insert_shingles(vector<vector<float> >*, Uns32T trackID, double* spp);
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mas01cr@405
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353 void insertPowerData(unsigned n, int powerfd, double *powerdata);
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mas01mc@324
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354 void init_track_aux_data(Uns32T trackID, double* fvp, double** sNormpp,double** snPtrp, double** sPowerp, double** spPtrp);
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mas01mc@324
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355
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mas01mc@292
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356 // Web Services
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mas01cr@0
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357 void startServer();
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mas01ik@355
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358
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mas01mc@308
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359 void ws_status(const char*dbName, char* hostport);
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mas01mc@308
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360 void ws_query(const char*dbName, const char *featureFileName, const char* hostport);
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mas01mc@328
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361 void ws_query_by_key(const char*dbName, const char *trackKey, const char* featureFileName, const char* hostport);
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mas01mc@334
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362 void ws_liszt(const char* dbName, char* hostport);
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mas01mc@334
|
363
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mas01cr@0
|
364 };
|
mas01mc@17
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365
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mas01mc@292
|
366 #define O2_AUDIODB_INITIALIZERS \
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mas01mc@292
|
367 dim(0), \
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mas01mc@292
|
368 dbName(0), \
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mas01mc@292
|
369 inFile(0), \
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mas01mc@292
|
370 key(0), \
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mas01mc@292
|
371 trackFileName(0), \
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mas01mc@292
|
372 trackFile(0), \
|
mas01mc@292
|
373 command(0), \
|
mas01mc@292
|
374 output(0), \
|
mas01mc@292
|
375 timesFileName(0), \
|
mas01mc@292
|
376 timesFile(0), \
|
mas01mc@292
|
377 powerFileName(0), \
|
mas01mc@292
|
378 powerFile(0), \
|
mas01mc@324
|
379 adb_root(0), \
|
mas01mc@324
|
380 adb_feature_root(0), \
|
mas01mc@324
|
381 powerfd(0), \
|
mas01mc@292
|
382 dbfid(0), \
|
mas01mc@292
|
383 lshfid(0), \
|
mas01mc@292
|
384 forWrite(false), \
|
mas01mc@292
|
385 infid(0), \
|
mas01mc@292
|
386 dbH(0), \
|
mas01cr@392
|
387 adb(0), \
|
mas01mc@292
|
388 rng(0), \
|
mas01mc@292
|
389 fileTable(0), \
|
mas01mc@292
|
390 trackTable(0), \
|
mas01mc@292
|
391 l2normTable(0), \
|
mas01mc@292
|
392 timesTable(0), \
|
mas01mc@314
|
393 powerTable(0), \
|
mas01mc@324
|
394 featureFileNameTable(0), \
|
mas01mc@324
|
395 timesFileNameTable(0), \
|
mas01mc@324
|
396 powerFileNameTable(0), \
|
mas01mc@292
|
397 fileTableLength(0), \
|
mas01mc@292
|
398 trackTableLength(0), \
|
mas01mc@292
|
399 timesTableLength(0), \
|
mas01mc@292
|
400 powerTableLength(0), \
|
mas01mc@292
|
401 l2normTableLength(0), \
|
mas01mc@292
|
402 verbosity(1), \
|
mas01mc@292
|
403 nsamples(2000), \
|
mas01mc@292
|
404 datasize(O2_DEFAULT_DATASIZE), \
|
mas01mc@292
|
405 ntracks(O2_DEFAULT_NTRACKS), \
|
mas01mc@292
|
406 datadim(O2_DEFAULT_DATADIM), \
|
mas01mc@292
|
407 queryType(O2_POINT_QUERY), \
|
mas01mc@292
|
408 pointNN(O2_DEFAULT_POINTNN), \
|
mas01mc@292
|
409 trackNN(O2_DEFAULT_TRACKNN), \
|
mas01mc@292
|
410 sequenceLength(16), \
|
mas01mc@292
|
411 sequenceHop(1), \
|
mas01mc@292
|
412 normalizedDistance(true), \
|
mas01mc@292
|
413 no_unit_norming(false), \
|
mas01mc@292
|
414 queryPoint(0), \
|
mas01mc@292
|
415 usingQueryPoint(0), \
|
mas01mc@292
|
416 usingTimes(0), \
|
mas01mc@292
|
417 usingPower(0), \
|
mas01mc@292
|
418 isClient(0), \
|
mas01mc@292
|
419 isServer(0), \
|
mas01mc@292
|
420 port(0), \
|
mas01mc@292
|
421 timesTol(0.1), \
|
mas01mc@292
|
422 radius(0), \
|
mas01mc@292
|
423 query_from_key(false), \
|
mas01cr@430
|
424 query_from_key_index((uint32_t) -1), \
|
mas01mc@292
|
425 use_absolute_threshold(false), \
|
mas01mc@292
|
426 absolute_threshold(0.0), \
|
mas01mc@292
|
427 use_relative_threshold(false), \
|
mas01mc@292
|
428 relative_threshold(0.0), \
|
mas01mc@292
|
429 reporter(0), \
|
mas01mc@334
|
430 lisztOffset(0), \
|
mas01mc@334
|
431 lisztLength(0), \
|
mas01mc@292
|
432 lsh(0), \
|
mas01mc@292
|
433 lsh_in_core(false), \
|
mas01mc@292
|
434 lsh_use_u_functions(false), \
|
mas01mc@292
|
435 lsh_exact(false), \
|
mas01mc@308
|
436 WS_load_index(false), \
|
mas01mc@292
|
437 lsh_param_k(0), \
|
mas01mc@292
|
438 lsh_param_m(0), \
|
mas01mc@292
|
439 lsh_param_N(0), \
|
mas01mc@292
|
440 lsh_param_b(0), \
|
mas01cr@459
|
441 lsh_param_ncols(0)
|
mas01mc@292
|
442 #endif
|