public override float Score() { //System.out.println("scoring " + first.doc); float raw = Similarity.Tf(freq) * value_Renamed; // raw score return(norms == null?raw:raw *Similarity.DecodeNorm(norms[first.doc])); // normalize }
public override float Score() { int f = freqs[pointer]; float raw = f < SCORE_CACHE_SIZE ? scoreCache[f] : GetSimilarity().Tf(f) * weightValue; // cache miss return(raw * Similarity.DecodeNorm(norms[doc])); // normalize for field }
public override float Score() { return(norms == null?score:score *Similarity.DecodeNorm(norms[DocID()])); }
public virtual Explanation Explain(IndexReader reader, int doc) { Explanation result = new Explanation(); result.SetDescription("weight(" + GetQuery() + " in " + doc + "), product of:"); Explanation idfExpl = new Explanation(idf, "idf(" + GetQuery() + ")"); // explain query weight Explanation queryExpl = new Explanation(); queryExpl.SetDescription("queryWeight(" + GetQuery() + "), product of:"); Explanation boostExpl = new Explanation(Enclosing_Instance.GetBoost(), "boost"); if (Enclosing_Instance.GetBoost() != 1.0f) { queryExpl.AddDetail(boostExpl); } queryExpl.AddDetail(idfExpl); Explanation queryNormExpl = new Explanation(queryNorm, "queryNorm"); queryExpl.AddDetail(queryNormExpl); queryExpl.SetValue(boostExpl.GetValue() * idfExpl.GetValue() * queryNormExpl.GetValue()); result.AddDetail(queryExpl); // explain field weight Explanation fieldExpl = new Explanation(); fieldExpl.SetDescription("fieldWeight(" + GetQuery() + " in " + doc + "), product of:"); Explanation tfExpl = Scorer(reader).Explain(doc); fieldExpl.AddDetail(tfExpl); fieldExpl.AddDetail(idfExpl); Explanation fieldNormExpl = new Explanation(); byte[] fieldNorms = reader.Norms(Enclosing_Instance.field); float fieldNorm = fieldNorms != null?Similarity.DecodeNorm(fieldNorms[doc]) : 0.0f; fieldNormExpl.SetValue(fieldNorm); fieldNormExpl.SetDescription("fieldNorm(field=" + Enclosing_Instance.field + ", doc=" + doc + ")"); fieldExpl.AddDetail(fieldNormExpl); fieldExpl.SetValue(tfExpl.GetValue() * idfExpl.GetValue() * fieldNormExpl.GetValue()); result.AddDetail(fieldExpl); // combine them result.SetValue(queryExpl.GetValue() * fieldExpl.GetValue()); if (queryExpl.GetValue() == 1.0f) { return(fieldExpl); } return(result); }
public override Explanation Explain(IndexReader reader, int doc) { ComplexExplanation result = new ComplexExplanation(); result.Description = "weight(" + Query + " in " + doc + "), product of:"; Explanation expl = new Explanation(idf, idfExp.Explain()); // explain query weight Explanation queryExpl = new Explanation(); queryExpl.Description = "queryWeight(" + Query + "), product of:"; Explanation boostExpl = new Explanation(Enclosing_Instance.Boost, "boost"); if (Enclosing_Instance.Boost != 1.0f) { queryExpl.AddDetail(boostExpl); } queryExpl.AddDetail(expl); Explanation queryNormExpl = new Explanation(queryNorm, "queryNorm"); queryExpl.AddDetail(queryNormExpl); queryExpl.Value = boostExpl.Value * expl.Value * queryNormExpl.Value; result.AddDetail(queryExpl); // explain field weight string field = Enclosing_Instance.term.Field; ComplexExplanation fieldExpl = new ComplexExplanation(); fieldExpl.Description = "fieldWeight(" + Enclosing_Instance.term + " in " + doc + "), product of:"; Explanation tfExplanation = new Explanation(); int tf = 0; TermDocs termDocs = reader.TermDocs(enclosingInstance.term); if (termDocs != null) { try { if (termDocs.SkipTo(doc) && termDocs.Doc == doc) { tf = termDocs.Freq; } } finally { termDocs.Close(); } tfExplanation.Value = similarity.Tf(tf); tfExplanation.Description = "tf(termFreq(" + enclosingInstance.term + ")=" + tf + ")"; } else { tfExplanation.Value = 0.0f; tfExplanation.Description = "no matching term"; } fieldExpl.AddDetail(tfExplanation); fieldExpl.AddDetail(expl); Explanation fieldNormExpl = new Explanation(); byte[] fieldNorms = reader.Norms(field); float fieldNorm = fieldNorms != null?Similarity.DecodeNorm(fieldNorms[doc]) : 1.0f; fieldNormExpl.Value = fieldNorm; fieldNormExpl.Description = "fieldNorm(field=" + field + ", doc=" + doc + ")"; fieldExpl.AddDetail(fieldNormExpl); fieldExpl.Match = tfExplanation.IsMatch; fieldExpl.Value = tfExplanation.Value * expl.Value * fieldNormExpl.Value; result.AddDetail(fieldExpl); bool?tempAux = fieldExpl.Match; result.Match = tempAux; // combine them result.Value = queryExpl.Value * fieldExpl.Value; if (queryExpl.Value == 1.0f) { return(fieldExpl); } return(result); }
public virtual Explanation Explain(IndexReader reader, int doc) { ComplexExplanation result = new ComplexExplanation(); result.SetDescription("weight(" + GetQuery() + " in " + doc + "), product of:"); Explanation idfExpl = new Explanation(idf, "idf(docFreq=" + reader.DocFreq(Enclosing_Instance.term) + ", numDocs=" + reader.NumDocs() + ")"); // explain query weight Explanation queryExpl = new Explanation(); queryExpl.SetDescription("queryWeight(" + GetQuery() + "), product of:"); Explanation boostExpl = new Explanation(Enclosing_Instance.GetBoost(), "boost"); if (Enclosing_Instance.GetBoost() != 1.0f) { queryExpl.AddDetail(boostExpl); } queryExpl.AddDetail(idfExpl); Explanation queryNormExpl = new Explanation(queryNorm, "queryNorm"); queryExpl.AddDetail(queryNormExpl); queryExpl.SetValue(boostExpl.GetValue() * idfExpl.GetValue() * queryNormExpl.GetValue()); result.AddDetail(queryExpl); // explain field weight System.String field = Enclosing_Instance.term.Field(); ComplexExplanation fieldExpl = new ComplexExplanation(); fieldExpl.SetDescription("fieldWeight(" + Enclosing_Instance.term + " in " + doc + "), product of:"); Explanation tfExpl = Scorer(reader).Explain(doc); fieldExpl.AddDetail(tfExpl); fieldExpl.AddDetail(idfExpl); Explanation fieldNormExpl = new Explanation(); byte[] fieldNorms = reader.Norms(field); float fieldNorm = fieldNorms != null?Similarity.DecodeNorm(fieldNorms[doc]) : 0.0f; fieldNormExpl.SetValue(fieldNorm); fieldNormExpl.SetDescription("fieldNorm(field=" + field + ", doc=" + doc + ")"); fieldExpl.AddDetail(fieldNormExpl); fieldExpl.SetMatch(tfExpl.IsMatch()); fieldExpl.SetValue(tfExpl.GetValue() * idfExpl.GetValue() * fieldNormExpl.GetValue()); result.AddDetail(fieldExpl); System.Boolean tempAux = fieldExpl.GetMatch(); result.SetMatch(tempAux); // combine them result.SetValue(queryExpl.GetValue() * fieldExpl.GetValue()); if (queryExpl.GetValue() == 1.0f) { return(fieldExpl); } return(result); }
public override Explanation Explain(IndexReader reader, int doc) { ComplexExplanation result = new ComplexExplanation(); result.SetDescription("weight(" + GetQuery() + " in " + doc + "), product of:"); Explanation idfExpl = new Explanation(idf, "idf(" + GetQuery() + ")"); // explain query weight Explanation queryExpl = new Explanation(); queryExpl.SetDescription("queryWeight(" + GetQuery() + "), product of:"); Explanation boostExpl = new Explanation(Enclosing_Instance.GetBoost(), "boost"); if (Enclosing_Instance.GetBoost() != 1.0f) { queryExpl.AddDetail(boostExpl); } queryExpl.AddDetail(idfExpl); Explanation queryNormExpl = new Explanation(queryNorm, "queryNorm"); queryExpl.AddDetail(queryNormExpl); queryExpl.SetValue(boostExpl.GetValue() * idfExpl.GetValue() * queryNormExpl.GetValue()); result.AddDetail(queryExpl); // explain field weight ComplexExplanation fieldExpl = new ComplexExplanation(); fieldExpl.SetDescription("fieldWeight(" + GetQuery() + " in " + doc + "), product of:"); Scorer scorer = Scorer(reader, true, false); if (scorer == null) { return(new Explanation(0.0f, "no matching docs")); } Explanation tfExpl = scorer.Explain(doc); fieldExpl.AddDetail(tfExpl); fieldExpl.AddDetail(idfExpl); Explanation fieldNormExpl = new Explanation(); byte[] fieldNorms = reader.Norms(Enclosing_Instance.field); float fieldNorm = fieldNorms != null?Similarity.DecodeNorm(fieldNorms[doc]) : 1.0f; fieldNormExpl.SetValue(fieldNorm); fieldNormExpl.SetDescription("fieldNorm(field=" + Enclosing_Instance.field + ", doc=" + doc + ")"); fieldExpl.AddDetail(fieldNormExpl); fieldExpl.SetMatch(tfExpl.IsMatch()); fieldExpl.SetValue(tfExpl.GetValue() * idfExpl.GetValue() * fieldNormExpl.GetValue()); result.AddDetail(fieldExpl); System.Boolean?tempAux = fieldExpl.GetMatch(); result.SetMatch(tempAux); // combine them result.SetValue(queryExpl.GetValue() * fieldExpl.GetValue()); if (queryExpl.GetValue() == 1.0f) { return(fieldExpl); } return(result); }
public override Explanation Explain(IndexReader reader, int doc) { ComplexExplanation result = new ComplexExplanation(); result.Description = "weight(" + Query + " in " + doc + "), product of:"; Explanation idfExpl = new Explanation(idf, "idf(" + Query + ")"); // explain query weight Explanation queryExpl = new Explanation(); queryExpl.Description = "queryWeight(" + Query + "), product of:"; Explanation boostExpl = new Explanation(Enclosing_Instance.Boost, "boost"); if (Enclosing_Instance.Boost != 1.0f) { queryExpl.AddDetail(boostExpl); } queryExpl.AddDetail(idfExpl); Explanation queryNormExpl = new Explanation(queryNorm, "queryNorm"); queryExpl.AddDetail(queryNormExpl); queryExpl.Value = boostExpl.Value * idfExpl.Value * queryNormExpl.Value; result.AddDetail(queryExpl); // explain field weight ComplexExplanation fieldExpl = new ComplexExplanation(); fieldExpl.Description = "fieldWeight(" + Query + " in " + doc + "), product of:"; PhraseScorer scorer = (PhraseScorer)Scorer(reader, true, false); if (scorer == null) { return(new Explanation(0.0f, "no matching docs")); } Explanation tfExplanation = new Explanation(); int d = scorer.Advance(doc); float phraseFreq = (d == doc) ? scorer.CurrentFreq() : 0.0f; tfExplanation.Value = similarity.Tf(phraseFreq); tfExplanation.Description = "tf(phraseFreq=" + phraseFreq + ")"; fieldExpl.AddDetail(tfExplanation); fieldExpl.AddDetail(idfExpl); Explanation fieldNormExpl = new Explanation(); byte[] fieldNorms = reader.Norms(Enclosing_Instance.field); float fieldNorm = fieldNorms != null?Similarity.DecodeNorm(fieldNorms[doc]) : 1.0f; fieldNormExpl.Value = fieldNorm; fieldNormExpl.Description = "fieldNorm(field=" + Enclosing_Instance.field + ", doc=" + doc + ")"; fieldExpl.AddDetail(fieldNormExpl); fieldExpl.Match = tfExplanation.IsMatch; fieldExpl.Value = tfExplanation.Value * idfExpl.Value * fieldNormExpl.Value; result.AddDetail(fieldExpl); bool?tempAux = fieldExpl.Match; result.Match = tempAux; // combine them result.Value = queryExpl.Value * fieldExpl.Value; if (queryExpl.Value == 1.0f) { return(fieldExpl); } return(result); }
public override Explanation Explain(IndexReader reader, int doc) { Explanation result = new Explanation(); result.SetDescription("weight(" + GetQuery() + " in " + doc + "), product of:"); System.Text.StringBuilder docFreqs = new System.Text.StringBuilder(); System.Text.StringBuilder query = new System.Text.StringBuilder(); query.Append('\"'); docFreqs.Append(idfExp.Explain()); for (int i = 0; i < Enclosing_Instance.terms.Count; i++) { if (i != 0) { query.Append(" "); } Term term = (Term)Enclosing_Instance.terms[i]; query.Append(term.Text()); } query.Append('\"'); Explanation idfExpl = new Explanation(idf, "idf(" + Enclosing_Instance.field + ":" + docFreqs + ")"); // explain query weight Explanation queryExpl = new Explanation(); queryExpl.SetDescription("queryWeight(" + GetQuery() + "), product of:"); Explanation boostExpl = new Explanation(Enclosing_Instance.GetBoost(), "boost"); if (Enclosing_Instance.GetBoost() != 1.0f) { queryExpl.AddDetail(boostExpl); } queryExpl.AddDetail(idfExpl); Explanation queryNormExpl = new Explanation(queryNorm, "queryNorm"); queryExpl.AddDetail(queryNormExpl); queryExpl.SetValue(boostExpl.GetValue() * idfExpl.GetValue() * queryNormExpl.GetValue()); result.AddDetail(queryExpl); // explain field weight Explanation fieldExpl = new Explanation(); fieldExpl.SetDescription("fieldWeight(" + Enclosing_Instance.field + ":" + query + " in " + doc + "), product of:"); Scorer scorer = Scorer(reader, true, false); if (scorer == null) { return(new Explanation(0.0f, "no matching docs")); } Explanation tfExpl = scorer.Explain(doc); fieldExpl.AddDetail(tfExpl); fieldExpl.AddDetail(idfExpl); Explanation fieldNormExpl = new Explanation(); byte[] fieldNorms = reader.Norms(Enclosing_Instance.field); float fieldNorm = fieldNorms != null?Similarity.DecodeNorm(fieldNorms[doc]) : 1.0f; fieldNormExpl.SetValue(fieldNorm); fieldNormExpl.SetDescription("fieldNorm(field=" + Enclosing_Instance.field + ", doc=" + doc + ")"); fieldExpl.AddDetail(fieldNormExpl); fieldExpl.SetValue(tfExpl.GetValue() * idfExpl.GetValue() * fieldNormExpl.GetValue()); result.AddDetail(fieldExpl); // combine them result.SetValue(queryExpl.GetValue() * fieldExpl.GetValue()); if (queryExpl.GetValue() == 1.0f) { return(fieldExpl); } return(result); }
public override Explanation Explain(IndexReader reader, int doc, IState state) { Explanation result = new Explanation(); result.Description = "weight(" + Query + " in " + doc + "), product of:"; System.Text.StringBuilder docFreqs = new System.Text.StringBuilder(); System.Text.StringBuilder query = new System.Text.StringBuilder(); query.Append('\"'); docFreqs.Append(idfExp.Explain()); for (int i = 0; i < Enclosing_Instance.terms.Count; i++) { if (i != 0) { query.Append(" "); } Term term = Enclosing_Instance.terms[i]; query.Append(term.Text); } query.Append('\"'); Explanation idfExpl = new Explanation(idf, "idf(" + Enclosing_Instance.field + ":" + docFreqs + ")"); // explain query weight Explanation queryExpl = new Explanation(); queryExpl.Description = "queryWeight(" + Query + "), product of:"; Explanation boostExpl = new Explanation(Enclosing_Instance.Boost, "boost"); if (Enclosing_Instance.Boost != 1.0f) { queryExpl.AddDetail(boostExpl); } queryExpl.AddDetail(idfExpl); Explanation queryNormExpl = new Explanation(queryNorm, "queryNorm"); queryExpl.AddDetail(queryNormExpl); queryExpl.Value = boostExpl.Value * idfExpl.Value * queryNormExpl.Value; result.AddDetail(queryExpl); // explain field weight Explanation fieldExpl = new Explanation(); fieldExpl.Description = "fieldWeight(" + Enclosing_Instance.field + ":" + query + " in " + doc + "), product of:"; PhraseScorer scorer = (PhraseScorer)Scorer(reader, true, false, state); if (scorer == null) { return(new Explanation(0.0f, "no matching docs")); } Explanation tfExplanation = new Explanation(); int d = scorer.Advance(doc, state); float phraseFreq = (d == doc) ? scorer.CurrentFreq() : 0.0f; tfExplanation.Value = similarity.Tf(phraseFreq); tfExplanation.Description = "tf(phraseFreq=" + phraseFreq + ")"; fieldExpl.AddDetail(tfExplanation); fieldExpl.AddDetail(idfExpl); Explanation fieldNormExpl = new Explanation(); byte[] fieldNorms = reader.Norms(Enclosing_Instance.field, state); float fieldNorm = fieldNorms != null?Similarity.DecodeNorm(fieldNorms[doc]) : 1.0f; fieldNormExpl.Value = fieldNorm; fieldNormExpl.Description = "fieldNorm(field=" + Enclosing_Instance.field + ", doc=" + doc + ")"; fieldExpl.AddDetail(fieldNormExpl); fieldExpl.Value = tfExplanation.Value * idfExpl.Value * fieldNormExpl.Value; result.AddDetail(fieldExpl); // combine them result.Value = queryExpl.Value * fieldExpl.Value; if (queryExpl.Value == 1.0f) { return(fieldExpl); } return(result); }