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def shingleFull(field: String, boost: Float, w: Array[String], fuzzyprefix: Int, maxShingle: Int, minShingle: Int = 1, fuzzy: Boolean = true) = { | |
val fieldQuery = boolQuery.minimumShouldMatch("33%") | |
(minShingle to math.min(maxShingle, w.length)).foreach { len => | |
val lboost = boost * superBoost(len) | |
w.sliding(len).foreach { shingle => | |
fieldQuery.should(fuzzyOrTermQuery(field, shingle.mkString(" "), lboost, fuzzyprefix, fuzzy)) | |
} | |
} | |
nestIfNeeded(field, fieldQuery) | |
} | |
def shingleSpan(field: String, boost: Float, w: Array[String], fuzzyprefix: Int, maxShingle: Int, minShingle: Int = 1, sloppy: Boolean = true, fuzzy: Boolean = true) = { | |
val fieldQuery1 = boolQuery.minimumShouldMatch("33%") | |
val terms: Array[BaseQueryBuilder with SpanQueryBuilder] = w.map(x=> | |
if(x.length > 8 && fuzzy) | |
spanMultiTermQueryBuilder( | |
fuzzyQuery(field, x).prefixLength(fuzzyprefix).fuzziness(if(x.length > 12) Fuzziness.TWO else Fuzziness.ONE)) | |
else | |
spanTermQuery(field, x) | |
) | |
(minShingle to Math.min(terms.length, maxShingle)).foreach { len => | |
val slop = if(sloppy) len/3 else 0 | |
terms.sliding(len).foreach { shingle => | |
val nearQuery = spanNearQuery.slop(slop).inOrder(!sloppy).boost(boost * 2 * len) // * math.max(1,i) | |
shingle.foreach(nearQuery.clause) | |
fieldQuery1.should(nearQuery) | |
} | |
} | |
nestIfNeeded(field, fieldQuery1) | |
} | |
def currQuery(tokenFields: Map[String, Float], | |
recomFields: Map[String, Float], | |
w: Array[String], fuzzy: Boolean = false, sloppy: Boolean = false, span: Boolean = false, tokenRelax: Int = 0) = { | |
if(span) | |
disMaxQuery.addAll(tokenFields.map(field => shingleSpan(field._1, field._2, w, 1, w.length, math.max(w.length - tokenRelax, 1), sloppy, fuzzy))) | |
else { | |
disMaxQuery.addAll(recomFields.map(field => shingleFull(field._1, field._2, w, 1, w.length, math.max(w.length - tokenRelax, 1), fuzzy))) | |
} | |
} | |
def shinglePartition(tokenFields: Map[String, Float], recomFields: Map[String, Float], w: Array[String], | |
maxShingle: Int, minShingle: Int = 1, fuzzy: Boolean = false, sloppy: Boolean = false, | |
span: Boolean = false, tokenRelax: Int = 0): BoolQueryBuilder = { | |
if(w.length>0) | |
boolQuery.minimumNumberShouldMatch(1).shouldAll( | |
(math.max(1, math.min(minShingle, w.length)) to math.min(maxShingle, w.length)).map(len=>(w.slice(0, len), w.slice(len, w.length))).map { x => | |
if (x._2.length > 0) | |
shinglePartition(tokenFields, recomFields, x._2, maxShingle, minShingle, fuzzy, sloppy, span, tokenRelax) | |
.must(currQuery(tokenFields, recomFields, x._1, fuzzy, sloppy, span, tokenRelax)) | |
else | |
currQuery(tokenFields, recomFields, x._1, fuzzy, sloppy, span, tokenRelax) | |
} | |
) | |
else | |
boolQuery | |
} |
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