Building abstract/snippets from the doc text: process phrase/group terms
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@ -36,43 +36,74 @@
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using namespace std;
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using namespace std;
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// We now let plaintorich do the highlight tags insertions which is
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// wasteful because we have most of the information (but the perf hit
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// is small because it's only called on the output fragments, not on
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// the whole text). The highlight zone computation code has been left
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// around just in case I change my mind.
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#undef COMPUTE_HLZONES
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namespace Rcl {
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namespace Rcl {
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#warning NEAR and PHRASE
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// Chars we turn to spaces in the Snippets
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static const string cstr_nc("\n\r\x0c\\");
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// Text splitter for finding the match terms in the doc text.
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// Fragment descriptor. A fragment is a text area with one or several
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// matched terms and some context. It is ranked according to the
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// matched term weights and the near/phrase matches get a boost.
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struct MatchFragment {
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// Start/End byte offsets of fragment in the document text
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int start;
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int stop;
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// Weight for this fragment (bigger better)
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double coef;
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#ifdef COMPUTE_HLZONES
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// Highlight areas (each is one or several contiguous match
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// terms). Because a fragment extends around a match, there
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// can be several contiguous or separate matches in a given
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// fragment.
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vector<pair<int,int>> hlzones;
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#endif
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// Position of the first matched term (for page number computations)
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unsigned int hitpos;
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// "best term" for this match (e.g. for use as ext app search term)
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string term;
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MatchFragment(int sta, int sto, double c,
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#ifdef COMPUTE_HLZONES
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vector<pair<int,int>>& hl,
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#endif
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unsigned int pos, string& trm)
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: start(sta), stop(sto), coef(c), hitpos(pos) {
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#ifdef COMPUTE_HLZONES
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hlzones.swap(hl);
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#endif
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term.swap(trm);
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}
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};
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// Text splitter for finding the match areas in the document text.
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class TextSplitABS : public TextSplit {
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class TextSplitABS : public TextSplit {
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public:
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public:
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struct MatchEntry {
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// Start/End byte offsets of fragment in the document text
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int start;
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int stop;
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double coef;
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// Position of the first matched term.
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unsigned int hitpos;
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// "best term" for this match
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string term;
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// Hilight areas (each is one or several contiguous match terms).
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vector<pair<int,int>> hlzones;
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MatchEntry(int sta, int sto, double c, vector<pair<int,int>>& hl,
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unsigned int pos, string& trm)
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: start(sta), stop(sto), coef(c), hitpos(pos) {
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hlzones.swap(hl);
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term.swap(trm);
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}
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};
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TextSplitABS(const vector<string>& matchTerms,
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TextSplitABS(const vector<string>& matchTerms,
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const HighlightData& hdata,
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unordered_map<string, double>& wordcoefs,
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unordered_map<string, double>& wordcoefs,
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unsigned int ctxwords,
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unsigned int ctxwords,
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Flags flags = TXTS_NONE)
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Flags flags = TXTS_NONE)
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: TextSplit(flags), m_terms(matchTerms.begin(), matchTerms.end()),
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: TextSplit(flags), m_terms(matchTerms.begin(), matchTerms.end()),
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m_wordcoefs(wordcoefs), m_ctxwords(ctxwords) {
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m_hdata(hdata), m_wordcoefs(wordcoefs), m_ctxwords(ctxwords) {
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LOGDEB("TextSPlitABS: ctxwords " << ctxwords << endl);
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// Take note of the group (phrase/near) terms because we need
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// to compute the position lists for them.
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for (const auto& group : hdata.groups) {
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if (group.size() > 1) {
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for (const auto& term: group) {
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m_gterms.insert(term);
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}
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}
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}
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}
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}
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// Accept a word and its position. If the word is a matched term,
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// Accept a word and its position. If the word is a matched term,
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@ -80,7 +111,7 @@ public:
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virtual bool takeword(const std::string& term, int pos, int bts, int bte) {
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virtual bool takeword(const std::string& term, int pos, int bts, int bte) {
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LOGDEB2("takeword: " << term << endl);
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LOGDEB2("takeword: " << term << endl);
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// Recent past
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// Remember recent past
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m_prevterms.push_back(pair<int,int>(bts,bte));
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m_prevterms.push_back(pair<int,int>(bts,bte));
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if (m_prevterms.size() > m_ctxwords+1) {
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if (m_prevterms.size() > m_ctxwords+1) {
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m_prevterms.pop_front();
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m_prevterms.pop_front();
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@ -103,28 +134,35 @@ public:
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m_remainingWords << endl);
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m_remainingWords << endl);
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double coef = m_wordcoefs[dumb];
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double coef = m_wordcoefs[dumb];
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if (!m_remainingWords) {
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if (!m_remainingWords) {
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// No current fragment
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// No current fragment. Start one
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m_curhitpos = baseTextPosition + pos;
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m_curhitpos = baseTextPosition + pos;
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m_curfrag.first = m_prevterms.front().first;
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m_curfrag.first = m_prevterms.front().first;
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m_curfrag.second = m_prevterms.back().second;
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m_curfrag.second = m_prevterms.back().second;
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#ifdef COMPUTE_HLZONES
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m_curhlzones.push_back(pair<int,int>(bts, bte));
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m_curhlzones.push_back(pair<int,int>(bts, bte));
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#endif
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m_curterm = term;
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m_curterm = term;
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m_curtermcoef = coef;
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m_curtermcoef = coef;
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} else {
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} else {
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LOGDEB2("Extending current fragment: " << m_remainingWords <<
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LOGDEB2("Extending current fragment: " << m_remainingWords <<
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" -> " << m_ctxwords << endl);
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" -> " << m_ctxwords << endl);
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m_extcount++;
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m_extcount++;
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#ifdef COMPUTE_HLZONES
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if (m_prevwordhit) {
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if (m_prevwordhit) {
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m_curhlzones.back().second = bte;
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m_curhlzones.back().second = bte;
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} else {
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} else {
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m_curhlzones.push_back(pair<int,int>(bts, bte));
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m_curhlzones.push_back(pair<int,int>(bts, bte));
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}
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}
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#endif
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if (coef > m_curtermcoef) {
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if (coef > m_curtermcoef) {
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m_curterm = term;
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m_curterm = term;
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m_curtermcoef = coef;
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m_curtermcoef = coef;
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}
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}
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}
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}
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#ifdef COMPUTE_HLZONES
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m_prevwordhit = true;
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m_prevwordhit = true;
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#endif
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m_curfragcoef += coef;
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m_curfragcoef += coef;
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m_remainingWords = m_ctxwords + 1;
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m_remainingWords = m_ctxwords + 1;
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if (m_extcount > 3) {
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if (m_extcount > 3) {
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@ -134,9 +172,23 @@ public:
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m_remainingWords = 1;
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m_remainingWords = 1;
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m_extcount = 0;
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m_extcount = 0;
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}
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}
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} else {
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// If the term is part of a near/phrase group, update its
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// positions list
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if (m_gterms.find(dumb) != m_gterms.end()) {
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// Term group (phrase/near) handling
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m_plists[dumb].push_back(pos);
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m_gpostobytes[pos] = pair<int,int>(bts, bte);
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LOGDEB2("Recorded bpos for " << pos << ": " << bts << " " <<
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bte << "\n");
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}
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}
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#ifdef COMPUTE_HLZONES
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else {
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// Not a matched term
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m_prevwordhit = false;
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m_prevwordhit = false;
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}
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}
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#endif
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if (m_remainingWords) {
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if (m_remainingWords) {
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@ -146,10 +198,12 @@ public:
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if (m_remainingWords == 0) {
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if (m_remainingWords == 0) {
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if (m_totalcoef < 5.0 || m_curfragcoef >= 1.0) {
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if (m_totalcoef < 5.0 || m_curfragcoef >= 1.0) {
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// Don't push bad fragments if we have a lot already
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// Don't push bad fragments if we have a lot already
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m_fragments.push_back(MatchEntry(m_curfrag.first,
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m_fragments.push_back(MatchFragment(m_curfrag.first,
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m_curfrag.second,
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m_curfrag.second,
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m_curfragcoef,
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m_curfragcoef,
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#ifdef COMPUTE_HLZONES
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m_curhlzones,
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m_curhlzones,
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#endif
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m_curhitpos,
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m_curhitpos,
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m_curterm
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m_curterm
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));
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));
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@ -161,10 +215,67 @@ public:
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}
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}
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return true;
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return true;
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}
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}
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const vector<MatchEntry>& getFragments() {
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const vector<MatchFragment>& getFragments() {
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return m_fragments;
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return m_fragments;
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}
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}
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// After the text is split: use the group terms positions lists to
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// find the group matches. We process everything as NEAR (no
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// PHRASE specific processing).
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void updgroups() {
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vector<GroupMatchEntry> tboffs;
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// Look for matches to PHRASE and NEAR term groups and finalize
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// the matched regions list (sort it by increasing start then
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// decreasing length). We process all groups as NEAR (ignore order).
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for (unsigned int i = 0; i < m_hdata.groups.size(); i++) {
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if (m_hdata.groups[i].size() > 1) {
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matchGroup(m_hdata, i, m_plists, m_gpostobytes, tboffs);
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}
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}
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// Sort the fragments by increasing start and decreasing width
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std::sort(m_fragments.begin(), m_fragments.end(),
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[](const MatchFragment& a, const MatchFragment& b) -> bool {
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if (a.start != b.start)
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return a.start < b.start;
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return a.stop - a.start > b.stop - a.stop;
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}
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);
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// Sort the group regions by increasing start and decreasing width.
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std::sort(tboffs.begin(), tboffs.end(),
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[](const GroupMatchEntry& a, const GroupMatchEntry& b)
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-> bool {
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if (a.offs.first != b.offs.first)
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return a.offs.first < b.offs.first;
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return a.offs.second > b.offs.second;
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}
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);
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// Give a boost to fragments which contain a group match
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// (phrase/near), they are dear to the user's heart. list are
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// sorted, so we never go back in the fragment list (can
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// always start the search where we previously stopped).
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auto fragit = m_fragments.begin();
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for (const auto& grpmatch : tboffs) {
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while (fragit->start > grpmatch.offs.first) {
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fragit++;
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if (fragit == m_fragments.end()) {
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return;
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}
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}
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if (fragit->stop >= grpmatch.offs.second) {
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// grp in frag
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fragit->coef += 10.0;
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}
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}
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return;
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}
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private:
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private:
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// Past terms because we need to go back for context before a hit
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// Past terms because we need to go back for context before a hit
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deque<pair<int,int>> m_prevterms;
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deque<pair<int,int>> m_prevterms;
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double m_curfragcoef{0.0};
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double m_curfragcoef{0.0};
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unsigned int m_remainingWords{0};
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unsigned int m_remainingWords{0};
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unsigned int m_extcount{0};
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unsigned int m_extcount{0};
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#ifdef COMPUTE_HLZONES
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vector<pair<int,int>> m_curhlzones;
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vector<pair<int,int>> m_curhlzones;
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bool m_prevwordhit{false};
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bool m_prevwordhit{false};
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#endif
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// Current sum of fragment weights
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// Current sum of fragment weights
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double m_totalcoef{0.0};
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double m_totalcoef{0.0};
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// Position of 1st term match (for page number computations)
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// Position of 1st term match (for page number computations)
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@ -183,13 +296,20 @@ private:
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string m_curterm;
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string m_curterm;
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double m_curtermcoef{0.0};
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double m_curtermcoef{0.0};
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// Group terms, extracted from m_hdata
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unordered_set<string> m_gterms;
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// group/near terms word positions.
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map<string, vector<int> > m_plists;
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map<int, pair<int, int> > m_gpostobytes;
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// Input
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// Input
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set<string> m_terms;
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unordered_set<string> m_terms;
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const HighlightData& m_hdata;
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unordered_map<string, double>& m_wordcoefs;
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unordered_map<string, double>& m_wordcoefs;
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unsigned int m_ctxwords;
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unsigned int m_ctxwords;
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// Result: begin and end byte positions of query terms/groups in text
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// Result: begin and end byte positions of query terms/groups in text
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vector<MatchEntry> m_fragments;
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vector<MatchFragment> m_fragments;
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};
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};
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int Query::Native::abstractFromText(
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int Query::Native::abstractFromText(
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@ -256,26 +376,45 @@ int Query::Native::abstractFromText(
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wordcoefs[word] = mment.first;
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wordcoefs[word] = mment.first;
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}
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}
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}
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}
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TextSplitABS splitter(matchTerms, wordcoefs, ctxwords,
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// Note: getTerms() was already called by qualityTerms, so this is
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// a bit wasteful. I guess that the performance impact is
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// negligible though. To be checked ? We need the highlightdata for the
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// phrase/near groups.
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HighlightData hld;
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if (m_q->m_sd) {
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m_q->m_sd->getTerms(hld);
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}
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TextSplitABS splitter(matchTerms, hld, wordcoefs, ctxwords,
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TextSplit::TXTS_ONLYSPANS);
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TextSplit::TXTS_ONLYSPANS);
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splitter.text_to_words(rawtext);
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splitter.text_to_words(rawtext);
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const vector<TextSplitABS::MatchEntry>& res1 = splitter.getFragments();
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splitter.updgroups();
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vector<TextSplitABS::MatchEntry> result(res1.begin(), res1.end());
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// Sort the fragments by decreasing weight
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const vector<MatchFragment>& res1 = splitter.getFragments();
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vector<MatchFragment> result(res1.begin(), res1.end());
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std::sort(result.begin(), result.end(),
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std::sort(result.begin(), result.end(),
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[](const TextSplitABS::MatchEntry& a,
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[](const MatchFragment& a,
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const TextSplitABS::MatchEntry& b) -> bool {
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const MatchFragment& b) -> bool {
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return a.coef > b.coef;
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return a.coef > b.coef;
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}
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}
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);
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);
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static const string cstr_nc("\n\r\x0c\\");
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vector<int> vpbreaks;
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vector<int> vpbreaks;
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ndb->getPagePositions(docid, vpbreaks);
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ndb->getPagePositions(docid, vpbreaks);
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// Build the output snippets array by merging the fragments, their
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// main term and the page positions.
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unsigned int count = 0;
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unsigned int count = 0;
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for (const auto& entry : result) {
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for (const auto& entry : result) {
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string frag = neutchars(
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string frag = neutchars(
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rawtext.substr(entry.start, entry.stop - entry.start), cstr_nc);
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rawtext.substr(entry.start, entry.stop - entry.start), cstr_nc);
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#if 0
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#ifdef COMPUTE_HLZONES
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// This would need to be modified to take tag parameters
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// instead of the const strings
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static const string starthit("<span style='color: blue;'>");
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static const string starthit("<span style='color: blue;'>");
|
||||||
static const string endhit("</span>");
|
static const string endhit("</span>");
|
||||||
size_t inslen = 0;
|
size_t inslen = 0;
|
||||||
|
|||||||
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Reference in New Issue
Block a user