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1 /* -*- c-basic-offset: 4 indent-tabs-mode: nil -*- vi:set ts=8 sts=4 sw=4: */
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2
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3 /*
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4 Sonic Annotator
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5 A utility for batch feature extraction from audio files.
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6 Mark Levy, Chris Sutton and Chris Cannam, Queen Mary, University of London.
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7 Copyright 2007-2014 QMUL.
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8
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9 This program is free software; you can redistribute it and/or
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10 modify it under the terms of the GNU General Public License as
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11 published by the Free Software Foundation; either version 2 of the
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12 License, or (at your option) any later version. See the file
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13 COPYING included with this distribution for more information.
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14 */
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15
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16 #include "JAMSFeatureWriter.h"
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17
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18 using namespace std;
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19 using Vamp::Plugin;
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20 using Vamp::PluginBase;
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21
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22 #include "base/Exceptions.h"
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23 #include "rdf/PluginRDFIndexer.h"
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24
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25 #include <QFileInfo>
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26 #include <QTextCodec>
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27
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28 #include "version.h"
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29
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30 JAMSFeatureWriter::JAMSFeatureWriter() :
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31 FileFeatureWriter(SupportOneFilePerTrackTransform |
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32 SupportOneFilePerTrack |
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33 SupportOneFileTotal |
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34 SupportStdOut,
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35 "json"), // file extension is json even with jams writer
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36 m_network(false),
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37 m_networkRetrieved(false),
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38 m_n(1),
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39 m_m(1),
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40 m_digits(6)
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41 {
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42 }
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43
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44 JAMSFeatureWriter::~JAMSFeatureWriter()
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45 {
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46 }
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47
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48 string
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49 JAMSFeatureWriter::getDescription() const
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50 {
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51 return "Write features to JSON files in JAMS (JSON Annotated Music Specification) format. WARNING: This is a provisional implementation! The output format may change in future releases to comply more effectively with the specification. Please report any problems you find with the current implementation.";
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52 }
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53
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54 JAMSFeatureWriter::ParameterList
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55 JAMSFeatureWriter::getSupportedParameters() const
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56 {
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57 ParameterList pl = FileFeatureWriter::getSupportedParameters();
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58 Parameter p;
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59
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60 p.name = "digits";
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61 p.description = "Specify the number of significant digits to use when printing transform outputs. Outputs are represented internally using single-precision floating-point, so digits beyond the 8th or 9th place are usually meaningless. The default is 6.";
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62 p.hasArg = true;
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63 pl.push_back(p);
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64
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65 p.name = "network";
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66 p.description = "Attempt to retrieve RDF descriptions of plugins from network, if not available locally.";
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67 p.hasArg = false;
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68 pl.push_back(p);
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69
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70 return pl;
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71 }
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72
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73 void
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74 JAMSFeatureWriter::setParameters(map<string, string> ¶ms)
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75 {
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76 FileFeatureWriter::setParameters(params);
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77
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78 for (map<string, string>::iterator i = params.begin();
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79 i != params.end(); ++i) {
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80 if (i->first == "network") {
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81 m_network = true;
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82 } else if (i->first == "digits") {
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83 int digits = atoi(i->second.c_str());
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84 if (digits <= 0 || digits > 100) {
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85 cerr << "JAMSFeatureWriter: ERROR: Invalid or out-of-range value for number of significant digits: " << i->second << endl;
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86 cerr << "JAMSFeatureWriter: NOTE: Continuing with default settings" << endl;
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87 } else {
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88 m_digits = digits;
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89 }
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90 }
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91 }
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92 }
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93
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94 void
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95 JAMSFeatureWriter::setTrackMetadata(QString trackId, TrackMetadata metadata)
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96 {
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97 m_trackMetadata[trackId] = metadata;
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98 }
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99
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100 static double
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101 realTime2Sec(const Vamp::RealTime &r)
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102 {
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103 return r / Vamp::RealTime(1, 0);
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104 }
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105
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106 void
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107 JAMSFeatureWriter::write(QString trackId,
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108 const Transform &transform,
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109 const Plugin::OutputDescriptor& ,
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110 const Plugin::FeatureList& features,
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111 std::string /* summaryType */)
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112 {
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113 QString transformId = transform.getIdentifier();
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114
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115 QTextStream *sptr = getOutputStream
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116 (trackId, transformId, QTextCodec::codecForName("UTF-8"));
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117 if (!sptr) {
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118 throw FailedToOpenOutputStream(trackId, transformId);
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119 }
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120
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121 DataId did(trackId, transform);
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122
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123 if (m_data.find(did) == m_data.end()) {
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124 identifyTask(transform);
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125 m_streamTracks[sptr].insert(trackId);
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126 m_streamTasks[sptr].insert(m_tasks[transformId]);
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127 m_streamData[sptr].insert(did);
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128 }
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129
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130 QString d = m_data[did];
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131
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132 for (int i = 0; i < int(features.size()); ++i) {
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133
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134 if (d != "") {
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135 d += ",\n";
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136 }
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137
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138 d += " { ";
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139
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140 Plugin::Feature f(features[i]);
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141
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142 QString timestr = f.timestamp.toString().c_str();
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143 timestr.replace(QRegExp("^ +"), "");
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144
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145 QString durstr = "0.0";
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146 if (f.hasDuration) {
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147 durstr = f.duration.toString().c_str();
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148 durstr.replace(QRegExp("^ +"), "");
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149 }
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150
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151 d += QString("\"time\": %1, \"duration\": %2, \"confidence\": 1.0")
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152 .arg(timestr).arg(durstr);
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153
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154 // here we have to differ from the JAMS 0.2.0 spec. It allows
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155 // a single "value" element which can be either a number or a
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156 // string, depending on the selected task. But we may have
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157 // many values and may have a label as well, and no way to
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158 // know whether these can be made to conform to the JAMS task
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159 // schema. We should just write what we have. If we only have
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160 // a label, we can write that out as "value" as JAMS requests,
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161 // but if we have a (numerical) value and a label, we really
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162 // have to write them separately, and if we have multiple
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163 // values we'll have to use an array. The chances of actually
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164 // ending up with a schema-compliant JAMS format are quite
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165 // small, which suggests JAMS isn't a great idea for this
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166 // after all!
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167
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168 if (f.label != "") {
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169 if (f.values.empty()) {
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170 d += QString(", \"value\": \"%2\"").arg(f.label.c_str());
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171 } else {
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172 d += QString(", \"label\": \"%2\"").arg(f.label.c_str());
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173 }
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174 }
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175
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176 if (!f.values.empty()) {
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177 d += QString(", \"value\": ");
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178 if (f.values.size() > 1) {
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179 d += "[ ";
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180 }
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181 for (int j = 0; j < int(f.values.size()); ++j) {
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182 if (isnan(f.values[j])) {
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183 d += "\"NaN\"";
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184 } else if (isinf(f.values[j])) {
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185 d += "\"Inf\"";
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186 } else {
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187 d += QString("%1").arg(f.values[j], 0, 'g', m_digits);
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188 }
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189 if (j + 1 < int(f.values.size())) {
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190 d += ", ";
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191 }
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192 }
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193 if (f.values.size() > 1) {
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194 d += " ]";
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195 }
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196 }
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197
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198 d += " }";
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199 }
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200
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201 m_data[did] = d;
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202 }
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203
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204 void
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205 JAMSFeatureWriter::setNofM(int n, int m)
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206 {
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207 if (m_singleFileName != "" || m_stdout) {
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208 m_n = n;
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209 m_m = m;
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210 } else {
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211 m_n = 1;
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212 m_m = 1;
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213 }
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214 }
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215
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216 void
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217 JAMSFeatureWriter::finish()
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218 {
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219 for (FileStreamMap::const_iterator stri = m_streams.begin();
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220 stri != m_streams.end(); ++stri) {
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221
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222 QTextStream *sptr = stri->second;
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223 QTextStream &stream = *sptr;
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224
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225 bool firstInStream = true;
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226
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227 for (TrackIds::const_iterator tri = m_streamTracks[sptr].begin();
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228 tri != m_streamTracks[sptr].end(); ++tri) {
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229
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230 TrackId trackId = *tri;
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231
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232 if (firstInStream) {
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233 if (m_streamTracks[sptr].size() > 1 || (m_m > 1 && m_n == 1)) {
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234 stream << "[\n";
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235 }
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236 }
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237
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238 if (!firstInStream || (m_m > 1 && m_n > 1)) {
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239 stream << ",\n";
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240 }
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241
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242 stream << "{\n"
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243 << QString("\"file_metadata\": {\n"
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244 " \"jams_version\": \"0.2.0\",\n"
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245 " \"identifiers\": { \"filename\": \"%1\" }")
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246 .arg(QFileInfo(trackId).fileName());
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247
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248 if (m_trackMetadata.find(trackId) != m_trackMetadata.end()) {
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249
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250 QString durstr = m_trackMetadata[trackId].duration.toString().c_str();
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251 durstr.replace(QRegExp("^ +"), "");
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252 stream << QString(",\n \"duration\": %1").arg(durstr);
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253
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254 if (m_trackMetadata[trackId].maker != "") {
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255 stream << QString(",\n \"artist\": \"%1\"")
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256 .arg(m_trackMetadata[trackId].maker);
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257 }
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258 if (m_trackMetadata[trackId].title != "") {
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259 stream << QString(",\n \"title\": \"%1\"")
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260 .arg(m_trackMetadata[trackId].title);
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261 }
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262 }
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263
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264 stream << "\n},\n";
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265 stream << "\"annotations\": [\n";
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266
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267 bool firstInTrack = true;
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268
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269 for (Tasks::const_iterator ti = m_streamTasks[sptr].begin();
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270 ti != m_streamTasks[sptr].end(); ++ti) {
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271
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272 Task task = *ti;
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273
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274 for (DataIds::const_iterator di = m_streamData[sptr].begin();
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275 di != m_streamData[sptr].end(); ++di) {
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276
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277 DataId did = *di;
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278
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279 QString trackId = did.first;
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280 Transform transform = did.second;
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281
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282 if (m_tasks[transform.getIdentifier()] != task) continue;
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283
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284 QString data = m_data[did];
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285
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286 if (!firstInTrack) {
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287 stream << ",\n";
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288 }
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289
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290 stream << "{\n \"namespace\": \"" << getTaskKey(task) << "\",\n";
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291
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292 stream << QString
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293 (" \"annotation_metadata\": {\n"
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294 " \"annotation_tools\": \"Sonic Annotator v%2\",\n"
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295 " \"data_source\": \"Automatic feature extraction\",\n"
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296 " \"annotator\": {\n"
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297 "%3"
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298 " }\n"
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299 " },\n"
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300 " \"data\": [\n")
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301 .arg(RUNNER_VERSION)
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302 .arg(writeTransformToObjectContents(transform));
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303
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304 stream << data;
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305
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306 stream << "\n ]\n}";
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307 firstInTrack = false;
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308 }
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309 }
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310
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311 stream << "\n]";
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312
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313 stream << "\n}";
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314 firstInStream = false;
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315 }
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316
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317 if (!firstInStream) {
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318 if (m_streamTracks[sptr].size() > 1 || (m_m > 1 && m_n == m_m)) {
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319 stream << "\n]";
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320 }
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321 stream << "\n";
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322 }
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323 }
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324
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325 m_streamTracks.clear();
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326 m_streamTasks.clear();
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327 m_streamData.clear();
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328 m_data.clear();
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329
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330 FileFeatureWriter::finish();
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331 }
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332
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333 void
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334 JAMSFeatureWriter::loadRDFDescription(const Transform &transform)
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335 {
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336 QString pluginId = transform.getPluginIdentifier();
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337 if (m_rdfDescriptions.find(pluginId) != m_rdfDescriptions.end()) return;
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338
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339 if (m_network && !m_networkRetrieved) {
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340 PluginRDFIndexer::getInstance()->indexConfiguredURLs();
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341 m_networkRetrieved = true;
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342 }
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343
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344 m_rdfDescriptions[pluginId] = PluginRDFDescription(pluginId);
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345
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346 if (m_rdfDescriptions[pluginId].haveDescription()) {
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347 cerr << "NOTE: Have RDF description for plugin ID \""
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Chris@145
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348 << pluginId << "\"" << endl;
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349 } else {
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350 cerr << "NOTE: No RDF description for plugin ID \""
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351 << pluginId << "\"" << endl;
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352 if (!m_network) {
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353 cerr << " Consider using the --jams-network option to retrieve plugin descriptions" << endl;
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354 cerr << " from the network where possible." << endl;
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355 }
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356 }
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357 }
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358
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359 void
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360 JAMSFeatureWriter::identifyTask(const Transform &transform)
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361 {
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362 QString transformId = transform.getIdentifier();
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363 if (m_tasks.find(transformId) != m_tasks.end()) return;
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364
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365 loadRDFDescription(transform);
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366
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367 Task task = UnknownTask;
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368
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369 QString pluginId = transform.getPluginIdentifier();
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370 QString outputId = transform.getOutput();
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371
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372 const PluginRDFDescription &desc = m_rdfDescriptions[pluginId];
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373
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374 if (desc.haveDescription()) {
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375
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376 PluginRDFDescription::OutputDisposition disp =
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377 desc.getOutputDisposition(outputId);
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378
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379 QString af = "http://purl.org/ontology/af/";
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380
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381 if (disp == PluginRDFDescription::OutputSparse) {
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382
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383 QString eventUri = desc.getOutputEventTypeURI(outputId);
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384
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Chris@145
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385 //!!! todo: allow user to prod writer for task type
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Chris@145
|
386
|
Chris@145
|
387 if (eventUri == af + "Note") {
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Chris@145
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388 task = NoteTask;
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Chris@145
|
389 } else if (eventUri == af + "Beat") {
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Chris@145
|
390 task = BeatTask;
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Chris@145
|
391 } else if (eventUri == af + "ChordSegment") {
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Chris@145
|
392 task = ChordTask;
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Chris@145
|
393 } else if (eventUri == af + "KeyChange") {
|
Chris@145
|
394 task = KeyTask;
|
Chris@145
|
395 } else if (eventUri == af + "KeySegment") {
|
Chris@145
|
396 task = KeyTask;
|
Chris@145
|
397 } else if (eventUri == af + "Onset") {
|
Chris@145
|
398 task = OnsetTask;
|
Chris@145
|
399 } else if (eventUri == af + "NonTonalOnset") {
|
Chris@145
|
400 task = OnsetTask;
|
Chris@145
|
401 } else if (eventUri == af + "Segment") {
|
Chris@145
|
402 task = SegmentTask;
|
Chris@145
|
403 } else if (eventUri == af + "SpeechSegment") {
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Chris@145
|
404 task = SegmentTask;
|
Chris@145
|
405 } else if (eventUri == af + "StructuralSegment") {
|
Chris@145
|
406 task = SegmentTask;
|
Chris@145
|
407 } else {
|
Chris@145
|
408 cerr << "WARNING: Unsupported event type URI <"
|
Chris@145
|
409 << eventUri << ">, proceeding with UnknownTask type"
|
Chris@145
|
410 << endl;
|
Chris@145
|
411 }
|
Chris@145
|
412
|
Chris@145
|
413 } else {
|
Chris@145
|
414
|
Chris@200
|
415 cerr << "WARNING: Cannot currently write dense or track-level outputs to JAMS format (only sparse ones). Will proceed using UnknownTask type, but this probably isn't going to work" << endl;
|
Chris@145
|
416 }
|
Chris@145
|
417 }
|
Chris@145
|
418
|
Chris@145
|
419 m_tasks[transformId] = task;
|
Chris@145
|
420 }
|
Chris@145
|
421
|
Chris@145
|
422 QString
|
Chris@145
|
423 JAMSFeatureWriter::getTaskKey(Task task)
|
Chris@145
|
424 {
|
Chris@145
|
425 switch (task) {
|
Chris@145
|
426 case UnknownTask: return "unknown";
|
Chris@145
|
427 case BeatTask: return "beat";
|
Chris@145
|
428 case OnsetTask: return "onset";
|
Chris@145
|
429 case ChordTask: return "chord";
|
Chris@145
|
430 case SegmentTask: return "segment";
|
Chris@145
|
431 case KeyTask: return "key";
|
Chris@145
|
432 case NoteTask: return "note";
|
Chris@145
|
433 case MelodyTask: return "melody";
|
Chris@145
|
434 case PitchTask: return "pitch";
|
Chris@145
|
435 }
|
Chris@145
|
436 return "unknown";
|
Chris@145
|
437 }
|
Chris@165
|
438
|
Chris@165
|
439 QString
|
Chris@165
|
440 JAMSFeatureWriter::writeTransformToObjectContents(const Transform &t)
|
Chris@165
|
441 {
|
Chris@165
|
442 QString json;
|
Chris@165
|
443 QString stpl(" \"%1\": \"%2\",\n");
|
Chris@165
|
444 QString ntpl(" \"%1\": %2,\n");
|
Chris@165
|
445
|
Chris@165
|
446 json += stpl.arg("plugin_id").arg(t.getPluginIdentifier());
|
Chris@165
|
447 json += stpl.arg("output_id").arg(t.getOutput());
|
Chris@165
|
448
|
Chris@165
|
449 if (t.getSummaryType() != Transform::NoSummary) {
|
Chris@165
|
450 json += stpl.arg("summary_type")
|
Chris@165
|
451 .arg(Transform::summaryTypeToString(t.getSummaryType()));
|
Chris@165
|
452 }
|
Chris@165
|
453
|
Chris@165
|
454 if (t.getPluginVersion() != QString()) {
|
Chris@165
|
455 json += stpl.arg("plugin_version").arg(t.getPluginVersion());
|
Chris@165
|
456 }
|
Chris@165
|
457
|
Chris@165
|
458 if (t.getProgram() != QString()) {
|
Chris@165
|
459 json += stpl.arg("program").arg(t.getProgram());
|
Chris@165
|
460 }
|
Chris@165
|
461
|
Chris@165
|
462 if (t.getStepSize() != 0) {
|
Chris@165
|
463 json += ntpl.arg("step_size").arg(t.getStepSize());
|
Chris@165
|
464 }
|
Chris@165
|
465
|
Chris@165
|
466 if (t.getBlockSize() != 0) {
|
Chris@165
|
467 json += ntpl.arg("block_size").arg(t.getBlockSize());
|
Chris@165
|
468 }
|
Chris@165
|
469
|
Chris@165
|
470 if (t.getWindowType() != HanningWindow) {
|
Chris@165
|
471 json += stpl.arg("window_type")
|
Chris@165
|
472 .arg(Window<float>::getNameForType(t.getWindowType()).c_str());
|
Chris@165
|
473 }
|
Chris@165
|
474
|
Chris@165
|
475 if (t.getStartTime() != RealTime::zeroTime) {
|
Chris@204
|
476 json += ntpl.arg("start")
|
Chris@204
|
477 .arg(t.getStartTime().toDouble(), 0, 'g', 9);
|
Chris@165
|
478 }
|
Chris@165
|
479
|
Chris@165
|
480 if (t.getDuration() != RealTime::zeroTime) {
|
Chris@204
|
481 json += ntpl.arg("duration")
|
Chris@204
|
482 .arg(t.getDuration().toDouble(), 0, 'g', 9);
|
Chris@165
|
483 }
|
Chris@165
|
484
|
Chris@165
|
485 if (t.getSampleRate() != 0) {
|
Chris@165
|
486 json += ntpl.arg("sample_rate").arg(t.getSampleRate());
|
Chris@165
|
487 }
|
Chris@165
|
488
|
Chris@165
|
489 if (!t.getParameters().empty()) {
|
Chris@165
|
490 json += QString(" \"parameters\": {\n");
|
Chris@165
|
491 Transform::ParameterMap parameters = t.getParameters();
|
Chris@165
|
492 for (Transform::ParameterMap::const_iterator i = parameters.begin();
|
Chris@165
|
493 i != parameters.end(); ++i) {
|
Chris@167
|
494 if (i != parameters.begin()) {
|
Chris@167
|
495 json += ",\n";
|
Chris@167
|
496 }
|
Chris@165
|
497 QString name = i->first;
|
Chris@165
|
498 float value = i->second;
|
Chris@204
|
499 json += QString(" \"%1\": %2")
|
Chris@204
|
500 .arg(name)
|
Chris@204
|
501 .arg(value, 0, 'g', 8); // parameter values always to high precision
|
Chris@165
|
502 }
|
Chris@167
|
503 json += QString("\n },\n");
|
Chris@165
|
504 }
|
Chris@165
|
505
|
Chris@165
|
506 // no trailing comma on final property:
|
Chris@165
|
507 json += QString(" \"transform_id\": \"%1\"\n").arg(t.getIdentifier());
|
Chris@165
|
508
|
Chris@165
|
509 return json;
|
Chris@165
|
510 }
|
Chris@165
|
511
|