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- <div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="preprocessor">#ifndef root_container_hpp</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="preprocessor">#define root_container_hpp</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="preprocessor">#include <iostream></span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="preprocessor">#include <utility></span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="preprocessor">#include <map></span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> </div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="preprocessor">#include "TROOT.h"</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include "TFile.h"</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include "TCanvas.h"</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include "TGraph.h"</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include "TH1.h"</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include "TH2.h"</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> </div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#include "TMVA/Factory.h"</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include "TMVA/DataLoader.h"</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#include "TMVA/DataSetInfo.h"</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> </div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="preprocessor">#include "<a class="code" href="container_8hpp.html">filval/container.hpp</a>"</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> </div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="keyword">namespace </span><a class="code" href="namespacefv_1_1root_1_1util.html">fv::root::util</a>{</div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  <span class="keywordtype">void</span> save_as(TObject* container, <span class="keyword">const</span> std::string& fname, <span class="keyword">const</span> <a class="code" href="namespacefv.html#a16a191c4b8935d4c7c5aad79fc4ea97e">SaveOption</a>& option = SaveOption::PNG) {</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> </div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <span class="keyword">auto</span> save_img = [](TObject* container, <span class="keyword">const</span> std::string& fname){</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  TCanvas* c1 = <span class="keyword">new</span> TCanvas(<span class="stringliteral">"c1"</span>);</div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  container->Draw();</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>  c1->Draw();</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  c1->SaveAs(fname.c_str());</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  <span class="keyword">delete</span> c1;</div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>  };</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> </div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>  <span class="keyword">auto</span> save_bin = [](TObject* container){</div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  INFO(<span class="stringliteral">"Saving object: "</span> << container->GetName() << <span class="stringliteral">" into file "</span> << gDirectory->GetName());</div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  container->Write(container->GetName(), TObject::kOverwrite);</div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  };</div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> </div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  <span class="keywordflow">switch</span>(option){</div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  <span class="keywordflow">case</span> PNG:</div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  save_img(container, fname+<span class="stringliteral">".png"</span>); <span class="keywordflow">break</span>;</div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span>  <span class="keywordflow">case</span> PDF:</div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span>  save_img(container, fname+<span class="stringliteral">".pdf"</span>); <span class="keywordflow">break</span>;</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <span class="keywordflow">case</span> ROOT:</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  save_bin(container); <span class="keywordflow">break</span>;</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  <span class="keywordflow">default</span>:</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  }</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  }</div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> </div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> </div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <span class="keywordtype">void</span> save_as_stl(<span class="keywordtype">void</span>* container, <span class="keyword">const</span> std::string& type_name,</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  <span class="keyword">const</span> std::string& obj_name,</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span>  <span class="keyword">const</span> <a class="code" href="namespacefv.html#a16a191c4b8935d4c7c5aad79fc4ea97e">SaveOption</a>& option = SaveOption::PNG) {</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keywordflow">switch</span>(option){</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  <span class="keywordflow">case</span> PNG:</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  INFO(<span class="stringliteral">"Cannot save STL container "</span> << type_name <<<span class="stringliteral">" as png"</span>);</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keywordflow">case</span> PDF:</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  INFO(<span class="stringliteral">"Cannot save STL container "</span> << type_name <<<span class="stringliteral">" as pdf"</span>);</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="keywordflow">case</span> ROOT:</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  gDirectory->WriteObjectAny(container, type_name.c_str(), obj_name.c_str());</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="keywordflow">default</span>:</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  <span class="keywordflow">break</span>;</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  }</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  }</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> }</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span> </div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span> <span class="keyword">namespace </span><a class="code" href="namespacefv_1_1root.html">fv::root</a> {</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> </div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span> <span class="keyword">template</span> <<span class="keyword">typename</span> V></div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span> <span class="keyword">class </span>_ContainerTH1 : <span class="keyword">public</span> Container<TH1,V>{</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="keywordtype">void</span> _fill(){</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  <span class="keywordflow">if</span> (this->container == <span class="keyword">nullptr</span>){</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  <span class="keywordflow">if</span> (this->value == <span class="keyword">nullptr</span>){</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  CRITICAL(<span class="stringliteral">"Container: \""</span> << this->get_name() << <span class="stringliteral">"\" has a null Value object. "</span></div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  << <span class="stringliteral">"Probably built with imcompatible type"</span>,-1);</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  }</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  this->container = <span class="keyword">new</span> TH1D(this->get_name().c_str(), this->title.c_str(),</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  this->nbins, this->low, this->high);</div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  this->container->SetXTitle(label_x.c_str());</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  this->container->SetYTitle(label_y.c_str());</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  }</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  _do_fill();</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  }</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> </div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  <span class="keyword">protected</span>:</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  std::string title;</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  std::string label_x;</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  std::string label_y;</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <span class="keywordtype">int</span> nbins;</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <span class="keywordtype">double</span> low;</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  <span class="keywordtype">double</span> high;</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span> </div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <span class="keyword">virtual</span> <span class="keywordtype">void</span> _do_fill() = 0;</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> </div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  <span class="keyword">explicit</span> _ContainerTH1(<span class="keyword">const</span> std::string &name, <span class="keyword">const</span> std::string& title, Value<V>* value,</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span>  <span class="keywordtype">int</span> nbins, <span class="keywordtype">double</span> low, <span class="keywordtype">double</span> high,</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <span class="keyword">const</span> std::string& label_x = <span class="stringliteral">""</span>,</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  <span class="keyword">const</span> std::string& label_y = <span class="stringliteral">""</span>)</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  :Container<TH1,V>(name, value),</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  title(title), nbins(nbins), low(low), high(high),</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  label_x(label_x), label_y(label_y) { }</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span> </div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  <span class="keywordtype">void</span> save_as(<span class="keyword">const</span> std::string& fname, <span class="keyword">const</span> <a class="code" href="namespacefv.html#a16a191c4b8935d4c7c5aad79fc4ea97e">SaveOption</a>& option = SaveOption::PNG) {</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>  util::save_as(this->get_container(), fname, option);</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>  }</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> };</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span> </div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span> <span class="keyword">template</span> <<span class="keyword">typename</span> V></div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> <span class="keyword">class </span>ContainerTH1 : <span class="keyword">public</span> _ContainerTH1<V>{</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  <span class="keyword">using</span> _ContainerTH1<V>::_ContainerTH1;</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <span class="keywordtype">void</span> _do_fill(){</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  this->container->Fill(this->value->get_value());</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  }</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span> };</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span> </div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span> <span class="keyword">template</span> <<span class="keyword">typename</span> V></div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> <span class="keyword">class </span>ContainerTH1Many : <span class="keyword">public</span> _ContainerTH1<std::vector<V>>{</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  <span class="keyword">using</span> _ContainerTH1<std::vector<V>>::_ContainerTH1;</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  <span class="keywordtype">void</span> _do_fill(){</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  <span class="keywordflow">for</span>(V x : this->value->get_value())</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  this->container->Fill(x);</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  }</div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span> };</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span> </div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> </div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span> </div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span> <span class="keyword">template</span> <<span class="keyword">typename</span> V></div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span> <span class="keyword">class </span>_ContainerTH2 : <span class="keyword">public</span> Container<TH2,std::pair<V,V>>{</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  <span class="keywordtype">void</span> _fill(){</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span>  <span class="keywordflow">if</span> (this->container == <span class="keyword">nullptr</span>){</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  <span class="keywordflow">if</span> (this->value == <span class="keyword">nullptr</span>){</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span>  CRITICAL(<span class="stringliteral">"Container: \""</span> << this->get_name() << <span class="stringliteral">"\" has a null Value object. "</span></div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  << <span class="stringliteral">"Probably built with imcompatible type"</span>,-1);</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>  }</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>  this->container = <span class="keyword">new</span> TH2D(this->get_name().c_str(), this->title.c_str(),</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  this->nbins_x, this->low_x, this->high_x,</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  this->nbins_y, this->low_y, this->high_y);</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  this->container->SetXTitle(label_x.c_str());</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  this->container->SetYTitle(label_y.c_str());</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  }</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  _do_fill(this->value->get_value());</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>  }</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span> </div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  <span class="keyword">protected</span>:</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  std::string title;</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  std::string label_x;</div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  std::string label_y;</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  <span class="keywordtype">int</span> nbins_x;</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  <span class="keywordtype">int</span> nbins_y;</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  <span class="keywordtype">double</span> low_x;</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  <span class="keywordtype">double</span> low_y;</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  <span class="keywordtype">double</span> high_x;</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  <span class="keywordtype">double</span> high_y;</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span> </div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span>  <span class="keyword">virtual</span> <span class="keywordtype">void</span> _do_fill(std::pair<V,V>& val) = 0;</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span> </div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span>  <span class="keyword">explicit</span> _ContainerTH2(<span class="keyword">const</span> std::string& name, <span class="keyword">const</span> std::string& title,</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  Value<std::pair<V, V>>* value,</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span>  <span class="keywordtype">int</span> nbins_x, <span class="keywordtype">double</span> low_x, <span class="keywordtype">double</span> high_x,</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span>  <span class="keywordtype">int</span> nbins_y, <span class="keywordtype">double</span> low_y, <span class="keywordtype">double</span> high_y,</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span>  <span class="keyword">const</span> std::string& label_x = <span class="stringliteral">""</span>,</div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span>  <span class="keyword">const</span> std::string& label_y = <span class="stringliteral">""</span>)</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span>  :Container<TH2,<a class="code" href="namespacestd.html">std</a>::pair<V,V>>(name, value),</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span>  title(title),</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span>  nbins_x(nbins_x), low_x(low_x), high_x(high_x),</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  nbins_y(nbins_y), low_y(low_y), high_y(high_y),</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>  label_x(label_x), label_y(label_y) { }</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span> </div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>  <span class="keywordtype">void</span> save_as(<span class="keyword">const</span> std::string& fname, <span class="keyword">const</span> <a class="code" href="namespacefv.html#a16a191c4b8935d4c7c5aad79fc4ea97e">SaveOption</a>& option = SaveOption::PNG) {</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>  util::save_as(this->get_container(), fname, option);</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>  }</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span> };</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span> </div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span> <span class="keyword">template</span> <<span class="keyword">typename</span> V></div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span> <span class="keyword">class </span>ContainerTH2 : <span class="keyword">public</span> _ContainerTH2<V>{</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span>  <span class="keyword">using</span> _ContainerTH2<V>::_ContainerTH2;</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  <span class="keywordtype">void</span> _do_fill(std::pair<V,V>& val){</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span>  this->container->Fill(val.first,val.second);</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span>  }</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span> };</div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span> </div><div class="line"><a name="l00203"></a><span class="lineno"> 203</span> <span class="keyword">template</span> <<span class="keyword">typename</span> V></div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span> <span class="keyword">class </span>ContainerTH2Many : <span class="keyword">public</span> _ContainerTH2<std::vector<V>>{</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span>  <span class="keyword">using</span> _ContainerTH2<std::vector<V>>::_ContainerTH2;</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span>  <span class="keywordtype">void</span> _do_fill(std::pair<std::vector<V>,std::vector<V>>& val){</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span>  <span class="keywordtype">int</span> min_size = std::min(val.first.size(), val.second.size());</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span>  <span class="keywordflow">for</span>(<span class="keywordtype">int</span> i=0; i<min_size; i++)</div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span>  this->container->Fill(val.first[i],val.second[i]);</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  }</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span> };</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span> </div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span> <span class="keyword">template</span> <<span class="keyword">typename</span> V></div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span> <span class="keyword">class </span>ContainerTGraph : <span class="keyword">public</span> Container<TGraph,std::pair<V,V>>{</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  std::vector<V> x_data;</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>  std::vector<V> y_data;</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>  std::string title;</div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span>  <span class="keywordtype">bool</span> data_modified;</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span>  <span class="keywordtype">void</span> _fill(){</div><div class="line"><a name="l00221"></a><span class="lineno"> 221</span>  <span class="keyword">auto</span> val = this->value->get_value();</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  x_data.push_back(val.first);</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  y_data.push_back(val.second);</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  data_modified = <span class="keyword">true</span>;</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  }</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span>  ContainerTGraph(<span class="keyword">const</span> std::string& name, <span class="keyword">const</span> std::string& title, Value<std::pair<V, V>>* value)</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  :Container<TGraph,<a class="code" href="namespacestd.html">std</a>::pair<V,V>>(name, value),</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  data_modified(false){</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  this->container = <span class="keyword">new</span> TGraph();</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  }</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span> </div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span>  TGraph* get_container(){</div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  <span class="keywordflow">if</span> (data_modified){</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  <span class="keyword">delete</span> this->container;</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  this->container = <span class="keyword">new</span> TGraph(x_data.size(), x_data.data(), y_data.data());</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  this->container->SetName(this->get_name().c_str());</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  this->container->SetTitle(title.c_str());</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  data_modified = <span class="keyword">false</span>;</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  }</div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  <span class="keywordflow">return</span> this->container;</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>  }</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>  <span class="keywordtype">void</span> save_as(<span class="keyword">const</span> std::string& fname, <span class="keyword">const</span> <a class="code" href="namespacefv.html#a16a191c4b8935d4c7c5aad79fc4ea97e">SaveOption</a>& option = SaveOption::PNG) {</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>  util::save_as(get_container(), fname, option);</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span>  }</div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span> };</div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span> </div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span> <span class="keyword">template</span> <<span class="keyword">typename</span> T></div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span> <span class="keyword">class </span>Vector : <span class="keyword">public</span> Container<std::vector<T>,T>{</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span> </div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  <span class="keywordtype">void</span> _fill(){</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>  this->container->push_back(this->value->get_value());</div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>  }</div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  Vector(<span class="keyword">const</span> std::string& name, Value<T>* value)</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span>  :Container<<a class="code" href="namespacestd.html">std</a>::vector<T>,T>(name, value){</div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>  this->container = <span class="keyword">new</span> std::vector<T>;</div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span>  }</div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span> </div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>  <span class="keywordtype">void</span> save_as(<span class="keyword">const</span> std::string& fname, <span class="keyword">const</span> <a class="code" href="namespacefv.html#a16a191c4b8935d4c7c5aad79fc4ea97e">SaveOption</a>& option = SaveOption::PNG) {</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>  std::string type_name = <span class="stringliteral">"std::vector<"</span>+fv::util::get_type_name(<span class="keyword">typeid</span>(T))+<span class="stringliteral">">"</span>;</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>  util::save_as_stl(this->get_container(), type_name, this->get_name(), option);</div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span>  }</div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span> };</div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span> </div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span> <span class="keyword">template</span> <<span class="keyword">typename</span> V, <span class="keyword">typename</span> D></div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span> <span class="keyword">class </span>_Counter : <span class="keyword">public</span> Container<std::map<D,int>,V>{</div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span>  <span class="keyword">explicit</span> _Counter(<span class="keyword">const</span> std::string& name, Value<V>* value)</div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span>  :Container<<a class="code" href="namespacestd.html">std</a>::map<D,int>,V>(name, value) {</div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span>  this->container = <span class="keyword">new</span> std::map<D,int>;</div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span>  }</div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span> </div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span>  <span class="keywordtype">void</span> save_as(<span class="keyword">const</span> std::string& fname, <span class="keyword">const</span> <a class="code" href="namespacefv.html#a16a191c4b8935d4c7c5aad79fc4ea97e">SaveOption</a>& option = SaveOption::PNG) {</div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>  std::string type_name = <span class="stringliteral">"std::map<"</span>+fv::util::get_type_name(<span class="keyword">typeid</span>(D))+<span class="stringliteral">",int>"</span>;</div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>  util::save_as_stl(this->get_container(), type_name, this->get_name(), option);</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span>  }</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span> </div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span> };</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span> </div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span> </div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span> <span class="keyword">template</span> <<span class="keyword">typename</span> V></div><div class="line"><a name="l00288"></a><span class="lineno"><a class="line" href="classfv_1_1root_1_1Counter.html"> 288</a></span> <span class="keyword">class </span><a class="code" href="classfv_1_1root_1_1Counter.html">Counter</a> : <span class="keyword">public</span> _Counter<V,V>{</div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>  <span class="keyword">using</span> _Counter<V,V>::_Counter;</div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>  <span class="keywordtype">void</span> _fill(){</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>  (*this->container)[this->value->get_value()]++;</div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span>  }</div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span> };</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span> </div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span> <span class="keyword">template</span> <<span class="keyword">typename</span> V></div><div class="line"><a name="l00299"></a><span class="lineno"><a class="line" href="classfv_1_1root_1_1CounterMany.html"> 299</a></span> <span class="keyword">class </span><a class="code" href="classfv_1_1root_1_1CounterMany.html">CounterMany</a> : <span class="keyword">public</span> _Counter<std::vector<V>,V>{</div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  <span class="keyword">using</span> _Counter<std::vector<V>,V>::_Counter;</div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span>  <span class="keywordtype">void</span> _fill(){</div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>  <span class="keywordflow">for</span>(V& val : this->value->get_value())</div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  (*this->container)[val]++;</div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span>  }</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span> };</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span> </div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span> </div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span> <span class="keyword">template</span> <<span class="keyword">typename</span>... ArgTypes></div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span> <span class="keyword">class </span>MVA : <span class="keyword">public</span> <a class="code" href="classfv_1_1Container.html">Container</a><TMVA::DataLoader,typename MVAData<ArgTypes...>::type>{</div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span>  std::vector<std::pair<std::string,std::string>> methods;</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span> </div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span>  TCut cut;</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span>  TString opt;</div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span> </div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>  <span class="keywordtype">void</span> _fill(){</div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  std::tuple<ArgTypes...> t;</div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span>  <span class="keyword">typename</span> MVAData<ArgTypes...>::type& <span class="keyword">event</span> = this->value->get_value();</div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span>  <span class="keywordtype">bool</span> is_training, is_signal;</div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>  <span class="keywordtype">double</span> weight;</div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>  std::tie(is_training, is_signal, weight, t) = event;</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>  std::vector<double> v = t2v<double>(t);</div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>  <span class="keywordflow">if</span> (is_signal){</div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span>  <span class="keywordflow">if</span> (is_training){</div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span>  this->container->AddSignalTrainingEvent(v, weight);</div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>  this->container->AddSignalTestEvent(v, weight);</div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span>  }</div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span>  <span class="keywordflow">if</span> (is_training){</div><div class="line"><a name="l00331"></a><span class="lineno"> 331</span>  this->container->AddBackgroundTrainingEvent(v, weight);</div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span>  } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>  this->container->AddBackgroundTestEvent(v, weight);</div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span>  }</div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span>  }</div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span>  }</div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span>  MVA(<span class="keyword">const</span> std::string& name, MVAData<ArgTypes...>* value, <span class="keyword">const</span> std::string& cut = <span class="stringliteral">""</span>, <span class="keyword">const</span> std::string& opt = <span class="stringliteral">""</span>)</div><div class="line"><a name="l00339"></a><span class="lineno"> 339</span>  :<a class="code" href="classfv_1_1Container.html">Container</a><TMVA::DataLoader,<span class="keyword">typename</span> MVAData<ArgTypes...>::type>(name, value),</div><div class="line"><a name="l00340"></a><span class="lineno"> 340</span>  cut(cut.c_str()), opt(opt.c_str()) {</div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span>  this->container = <span class="keyword">new</span> TMVA::DataLoader(name);</div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span>  <span class="keywordflow">for</span> (std::pair<std::string,char>& p : value->get_label_types()){</div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>  this->container->AddVariable(p.first, p.second);</div><div class="line"><a name="l00344"></a><span class="lineno"> 344</span>  }</div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span>  }</div><div class="line"><a name="l00346"></a><span class="lineno"> 346</span> </div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span>  <span class="keywordtype">void</span> add_method(<span class="keyword">const</span> std::string& method_name, <span class="keyword">const</span> std::string& method_params) {</div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span>  methods.push_back(std::make_pair(method_name, method_params));</div><div class="line"><a name="l00349"></a><span class="lineno"> 349</span>  }</div><div class="line"><a name="l00350"></a><span class="lineno"> 350</span> </div><div class="line"><a name="l00351"></a><span class="lineno"> 351</span>  <span class="keywordtype">void</span> save_as(<span class="keyword">const</span> std::string& fname, <span class="keyword">const</span> <a class="code" href="namespacefv.html#a16a191c4b8935d4c7c5aad79fc4ea97e">SaveOption</a>& option = SaveOption::PNG) {</div><div class="line"><a name="l00352"></a><span class="lineno"> 352</span>  TFile* outputFile = gDirectory->GetFile();</div><div class="line"><a name="l00353"></a><span class="lineno"> 353</span> </div><div class="line"><a name="l00354"></a><span class="lineno"> 354</span>  this->container->PrepareTrainingAndTestTree(cut, opt);</div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span>  TMVA::Factory *factory = <span class="keyword">new</span> TMVA::Factory(<span class="stringliteral">"TMVAClassification"</span>, outputFile,</div><div class="line"><a name="l00356"></a><span class="lineno"> 356</span>  <span class="stringliteral">"!V:!Silent:Color:DrawProgressBar:Transformations=I;D;P;G,D:AnalysisType=Classification"</span>);</div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span> </div><div class="line"><a name="l00358"></a><span class="lineno"> 358</span>  TMVA::Types& types = TMVA::Types::Instance();</div><div class="line"><a name="l00359"></a><span class="lineno"> 359</span>  <span class="keywordflow">for</span>(<span class="keyword">auto</span>& p : methods){</div><div class="line"><a name="l00360"></a><span class="lineno"> 360</span>  std::string method_name, method_params;</div><div class="line"><a name="l00361"></a><span class="lineno"> 361</span>  std::tie(method_name, method_params) = p;</div><div class="line"><a name="l00362"></a><span class="lineno"> 362</span>  TMVA::Types::EMVA method_type = types.GetMethodType(method_name);</div><div class="line"><a name="l00363"></a><span class="lineno"> 363</span>  factory->BookMethod(this->container, method_type, method_name, method_params);</div><div class="line"><a name="l00364"></a><span class="lineno"> 364</span>  }</div><div class="line"><a name="l00365"></a><span class="lineno"> 365</span> </div><div class="line"><a name="l00366"></a><span class="lineno"> 366</span>  <span class="comment">// Train MVAs using the set of training events</span></div><div class="line"><a name="l00367"></a><span class="lineno"> 367</span>  factory->TrainAllMethods();</div><div class="line"><a name="l00368"></a><span class="lineno"> 368</span>  <span class="comment">// Evaluate all MVAs using the set of test events</span></div><div class="line"><a name="l00369"></a><span class="lineno"> 369</span>  factory->TestAllMethods();</div><div class="line"><a name="l00370"></a><span class="lineno"> 370</span>  <span class="comment">// Evaluate and compare performance of all configured MVAs</span></div><div class="line"><a name="l00371"></a><span class="lineno"> 371</span>  factory->EvaluateAllMethods();</div><div class="line"><a name="l00372"></a><span class="lineno"> 372</span> </div><div class="line"><a name="l00373"></a><span class="lineno"> 373</span>  <span class="keyword">delete</span> factory;</div><div class="line"><a name="l00374"></a><span class="lineno"> 374</span>  }</div><div class="line"><a name="l00375"></a><span class="lineno"> 375</span> };</div><div class="line"><a name="l00376"></a><span class="lineno"> 376</span> }</div><div class="line"><a name="l00377"></a><span class="lineno"> 377</span> <span class="preprocessor">#endif // root_container_hpp</span></div><div class="ttc" id="namespacefv_1_1root_1_1util_html"><div class="ttname"><a href="namespacefv_1_1root_1_1util.html">fv::root::util</a></div><div class="ttdef"><b>Definition:</b> <a href="root_2container_8hpp_source.html#l00020">container.hpp:20</a></div></div>
- <div class="ttc" id="classfv_1_1root_1_1CounterMany_html"><div class="ttname"><a href="classfv_1_1root_1_1CounterMany.html">fv::root::CounterMany</a></div><div class="ttdoc">Same as Counter but accepts multiple values per fill. </div><div class="ttdef"><b>Definition:</b> <a href="root_2container_8hpp_source.html#l00299">container.hpp:299</a></div></div>
- <div class="ttc" id="classfv_1_1root_1_1Counter_html"><div class="ttname"><a href="classfv_1_1root_1_1Counter.html">fv::root::Counter</a></div><div class="ttdoc">A Counter that keeps a mapping of the number of occurances of each input value. </div><div class="ttdef"><b>Definition:</b> <a href="root_2container_8hpp_source.html#l00288">container.hpp:288</a></div></div>
- <div class="ttc" id="namespacestd_html"><div class="ttname"><a href="namespacestd.html">std</a></div><div class="ttdoc">STL namespace. </div></div>
- <div class="ttc" id="namespacefv_html_a16a191c4b8935d4c7c5aad79fc4ea97e"><div class="ttname"><a href="namespacefv.html#a16a191c4b8935d4c7c5aad79fc4ea97e">fv::SaveOption</a></div><div class="ttdeci">SaveOption</div><div class="ttdoc">Enumeration of different options that can be used to save Containers. </div><div class="ttdef"><b>Definition:</b> <a href="container_8hpp_source.html#l00069">container.hpp:69</a></div></div>
- <div class="ttc" id="container_8hpp_html"><div class="ttname"><a href="container_8hpp.html">container.hpp</a></div></div>
- <div class="ttc" id="namespacefv_1_1root_html"><div class="ttname"><a href="namespacefv_1_1root.html">fv::root</a></div><div class="ttdef"><b>Definition:</b> <a href="root_2api_8hpp_source.html#l00008">api.hpp:8</a></div></div>
- <div class="ttc" id="classfv_1_1Container_html"><div class="ttname"><a href="classfv_1_1Container.html">fv::Container</a></div><div class="ttdoc">A class that is used to "hold" values. </div><div class="ttdef"><b>Definition:</b> <a href="container_8hpp_source.html#l00132">container.hpp:132</a></div></div>
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