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 <span id="projectnumber">1.0</span>
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<div id="projectbrief">Chatopera Language Understanding Service.</div>
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<div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/***************************************************************************</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> *</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> * Copyright (c) 2019 Chatopera.Inc, Inc. All Rights Reserved</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> *</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> **************************************************************************/</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> </div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#ifndef __CHATOPERA_BOT_CLAUSE_SESSION_H__</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="preprocessor">#define __CHATOPERA_BOT_CLAUSE_SESSION_H__</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> </div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="preprocessor">#include <string></span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="preprocessor">#include <vector></span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="preprocessor">#include <set></span></div><div class="line"><a name="l00022"></a><span class="lineno"> 22</span> <span class="preprocessor">#include <sstream></span></div><div class="line"><a name="l00023"></a><span class="lineno"> 23</span> <span class="preprocessor">#include <algorithm></span></div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="preprocessor">#include <gflags/gflags.h></span></div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span> <span class="preprocessor">#include <glog/logging.h></span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span> <span class="preprocessor">#include <xapian.h></span></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="preprocessor">#include <tsl/htrie_map.h></span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor">#include "leveldb/db.h"</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> </div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#include <boost/filesystem/string_file.hpp></span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include <boost/algorithm/string.hpp></span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#include <boost/filesystem.hpp></span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> </div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="preprocessor">#include "basictypes.h"</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#include "redis.h"</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="preprocessor">#include "mysql.h"</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="preprocessor">#include "marcos.h"</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="preprocessor">#include "raf.hpp"</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="preprocessor">#include "maf.hpp"</span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="preprocessor">#include "intent.pb.h"</span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="preprocessor">#include "cppjieba/Jieba.hpp"</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="preprocessor">#include "similarity.h"</span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="preprocessor">#include "sysdicts/serving/server_types.h"</span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="preprocessor">#include "pattern.h"</span></div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> </div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="keyword">using namespace </span><a class="code" href="namespacestd.html">std</a>;</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="keyword">using namespace </span><a class="code" href="namespacechatopera_1_1redis.html">chatopera::redis</a>;</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="keyword">using namespace </span><a class="code" href="namespacechatopera_1_1mysql.html">chatopera::mysql</a>;</div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="keyword">namespace </span>fs = boost::filesystem;</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> DECLARE_string(data); <span class="comment">// 配置数据文件</span></div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> DECLARE_string(workarea); <span class="comment">// 工作空间</span></div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> DECLARE_double(intent_classify_threshold);</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> </div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <span class="keyword">namespace </span><a class="code" href="namespacechatopera.html">chatopera</a> {</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> <span class="keyword">namespace </span>bot {</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> </div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="comment">// forward definition</span></div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> <span class="keyword">namespace </span>crfsuite {</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> <span class="keyword">class </span>Tagger;</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> }</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> </div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> <span class="keyword">namespace </span>clause {</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> </div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> <span class="keyword">class </span>ServingHandler;</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> </div><div class="line"><a name="l00067"></a><span class="lineno"><a class="line" href="classchatopera_1_1bot_1_1clause_1_1Bot.html"> 67</a></span> <span class="keyword">class </span><a class="code" href="classchatopera_1_1bot_1_1clause_1_1Bot.html">Bot</a> {</div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span>  <span class="keyword">public</span>: <span class="comment">// constructor</span></div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span>  <a class="code" href="classchatopera_1_1bot_1_1clause_1_1Bot.html">Bot</a>();</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  ~<a class="code" href="classchatopera_1_1bot_1_1clause_1_1Bot.html">Bot</a>();</div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> </div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keyword">public</span>: <span class="comment">// function</span></div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keywordtype">bool</span> init(<span class="keyword">const</span> <span class="keywordtype">string</span>& chatbotID,</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  <span class="keyword">const</span> <span class="keywordtype">string</span>& branch,</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="keyword">const</span> <span class="keywordtype">string</span>& buildver);</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="keywordtype">void</span> tokenize(<span class="keyword">const</span> <span class="keywordtype">string</span>& query, std::vector<pair<string, string> >& tokens); <span class="comment">// 分词</span></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <span class="comment">// 获得意图后，将槽位信息加入到session中</span></div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span>  <span class="keywordtype">bool</span> setSessionEntitiesByIntentName(<span class="keyword">const</span> <span class="keywordtype">string</span>& intentName,</div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  intent::TChatSession& session);</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  <span class="keywordtype">bool</span> session(ChatSession& session); <span class="comment">// 创建session</span></div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  <span class="keywordtype">bool</span> classify(<span class="keyword">const</span> std::vector<pair<string, string> >& query,</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span>  <span class="keyword">const</span> <span class="keywordtype">string</span>& intentName); <span class="comment">// 意图识别</span></div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  <span class="keywordtype">bool</span> chat(<span class="keyword">const</span> ChatMessage& payload,</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  <span class="keyword">const</span> <span class="keywordtype">string</span>& query, <span class="comment">/* 改写后的query */</span></div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="keyword">const</span> vector<sysdicts::Entity>& builtins, <span class="comment">/* 系统词典识别到的命名实体 */</span></div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="keyword">const</span> std::vector<PatternDictMatch>& patternDictMatches, <span class="comment">/* 正则表达式词典识别到的命名实体 */</span></div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>  intent::TChatSession& session,</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  ChatMessage& reply);</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  <span class="keywordtype">string</span> getBuildver(); <span class="comment">// 获得构建版本</span></div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>  vector<string> getReferredSysdicts(); <span class="comment">// 获得引用的系统词典列表</span></div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  <span class="keywordtype">bool</span> hasReferredSysdict(<span class="keyword">const</span> <span class="keywordtype">string</span>& dictname); <span class="comment">// 是否引用了某系统词典</span></div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <span class="keywordtype">bool</span> patchSysdictsRequestEntities(sysdicts::Data& request); <span class="comment">// 请求系统词典前增加被引用的列表信息</span></div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span>  std::vector<pair<string, intent::TDict> >* getPatternDicts() <span class="keyword">const</span>; <span class="comment">// 获得正则表达式词典列表</span></div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <span class="keywordtype">bool</span> hasRelatedPatternDict(<span class="keyword">const</span> <span class="keywordtype">string</span>& dictname, <span class="keyword">const</span> <span class="keywordtype">string</span>& intentName);</div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> </div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <span class="keyword">private</span>: <span class="comment">// member</span></div><div class="line"><a name="l00097"></a><span class="lineno"> 97</span>  <a class="code" href="classchatopera_1_1mysql_1_1MySQL.html">MySQL</a>* _mysql;</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <a class="code" href="classchatopera_1_1redis_1_1Redis.html">Redis</a>* _redis;</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span>  <span class="keywordtype">string</span> _branch; <span class="comment">// 分支</span></div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <span class="keywordtype">string</span> _chatbotID;</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <span class="keywordtype">string</span> _buildver; <span class="comment">// 构建版本</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>  <a class="code" href="classcppjieba_1_1Jieba.html">cppjieba::Jieba</a>* _tokenizer;</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <a class="code" href="classchatopera_1_1bot_1_1crfsuite_1_1Tagger.html">chatopera::bot::crfsuite::Tagger</a>* _tagger; <span class="comment">// 命名实体标识</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  Xapian::Database* _recall; <span class="comment">// BoW检索</span></div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  chatopera::bot::intent::Profile* _profile; <span class="comment">// 意图描述文件</span></div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  <a class="code" href="classchatopera_1_1bot_1_1distance_1_1Similarity.html">chatopera::bot::distance::Similarity</a>* _similarity; <span class="comment">// 相似度比较</span></div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <a class="code" href="classtsl_1_1htrie__map.html">tsl::htrie_map<char, set<string></a> >* _dictwords_triedb; <span class="comment">// 自定义词典词条的前缀树</span></div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span>  leveldb::DB* _dictwords_leveldb; <span class="comment">// 自定义词典词条的leveldb</span></div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  std::vector<string>* _referred_sysdicts; <span class="comment">// 引用的系统词典</span></div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  std::vector<pair<string, intent::TDict> >* _pattern_dicts; <span class="comment">// 正则表达式词典</span></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> </div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> </div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span> } <span class="comment">// namespace clause</span></div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span> } <span class="comment">// namespace bot</span></div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> } <span class="comment">// namespace chatopera</span></div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> </div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span> </div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span> <span class="preprocessor">#endif</span></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> </div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> <span class="comment">/* vim: set expandtab ts=4 sw=4 sts=4 tw=100: */</span></div><div class="ttc" id="classchatopera_1_1bot_1_1crfsuite_1_1Tagger_html"><div class="ttname"><a href="classchatopera_1_1bot_1_1crfsuite_1_1Tagger.html">chatopera::bot::crfsuite::Tagger</a></div><div class="ttdef"><b>Definition:</b> crfsuite_api.hpp:325</div></div>
<div class="ttc" id="namespacechatopera_1_1mysql_html"><div class="ttname"><a href="namespacechatopera_1_1mysql.html">chatopera::mysql</a></div><div class="ttdef"><b>Definition:</b> mysql.cpp:20</div></div>
<div class="ttc" id="classchatopera_1_1redis_1_1Redis_html"><div class="ttname"><a href="classchatopera_1_1redis_1_1Redis.html">chatopera::redis::Redis</a></div><div class="ttdef"><b>Definition:</b> redis.h:29</div></div>
<div class="ttc" id="classtsl_1_1htrie__map_html"><div class="ttname"><a href="classtsl_1_1htrie__map.html">tsl::htrie_map</a></div><div class="ttdef"><b>Definition:</b> htrie_map.h:54</div></div>
<div class="ttc" id="namespacestd_html"><div class="ttname"><a href="namespacestd.html">std</a></div><div class="ttdef"><b>Definition:</b> StdExtension.hpp:18</div></div>
<div class="ttc" id="classchatopera_1_1mysql_1_1MySQL_html"><div class="ttname"><a href="classchatopera_1_1mysql_1_1MySQL.html">chatopera::mysql::MySQL</a></div><div class="ttdef"><b>Definition:</b> mysql.h:42</div></div>
<div class="ttc" id="classchatopera_1_1bot_1_1distance_1_1Similarity_html"><div class="ttname"><a href="classchatopera_1_1bot_1_1distance_1_1Similarity.html">chatopera::bot::distance::Similarity</a></div><div class="ttdef"><b>Definition:</b> similarity.h:34</div></div>
<div class="ttc" id="classcppjieba_1_1Jieba_html"><div class="ttname"><a href="classcppjieba_1_1Jieba.html">cppjieba::Jieba</a></div><div class="ttdef"><b>Definition:</b> Jieba.hpp:9</div></div>
<div class="ttc" id="namespacechatopera_1_1redis_html"><div class="ttname"><a href="namespacechatopera_1_1redis.html">chatopera::redis</a></div><div class="ttdef"><b>Definition:</b> redis.cpp:33</div></div>
<div class="ttc" id="classchatopera_1_1bot_1_1clause_1_1Bot_html"><div class="ttname"><a href="classchatopera_1_1bot_1_1clause_1_1Bot.html">chatopera::bot::clause::Bot</a></div><div class="ttdef"><b>Definition:</b> bot.h:67</div></div>
<div class="ttc" id="namespacechatopera_html"><div class="ttname"><a href="namespacechatopera.html">chatopera</a></div><div class="ttdef"><b>Definition:</b> activemq.cpp:14</div></div>
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