/* * Licensed to Elasticsearch under one or more contributor * license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright * ownership. Elasticsearch licenses this file to you under * the Apache License, Version 2.0 (the "License"); you may * not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, * software distributed under the License is distributed on an * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY * KIND, either express or implied. See the License for the * specific language governing permissions and limitations * under the License. */ package org.elasticsearch.index.query; import org.apache.lucene.search.FuzzyQuery; import org.apache.lucene.search.Query; import org.elasticsearch.ElasticsearchParseException; import org.elasticsearch.common.ParseField; import org.elasticsearch.common.ParsingException; import org.elasticsearch.common.Strings; import org.elasticsearch.common.io.stream.StreamInput; import org.elasticsearch.common.io.stream.StreamOutput; import org.elasticsearch.common.io.stream.Writeable; import org.elasticsearch.common.regex.Regex; import org.elasticsearch.common.unit.Fuzziness; import org.elasticsearch.common.xcontent.XContentBuilder; import org.elasticsearch.common.xcontent.XContentParser; import org.elasticsearch.index.mapper.MapperService; import org.elasticsearch.index.query.support.QueryParsers; import org.elasticsearch.index.search.MatchQuery; import org.elasticsearch.index.search.MultiMatchQuery; import java.io.IOException; import java.util.HashMap; import java.util.Locale; import java.util.Map; import java.util.Objects; import java.util.TreeMap; /** * Same as {@link MatchQueryBuilder} but supports multiple fields. */ public class MultiMatchQueryBuilder extends AbstractQueryBuilder<MultiMatchQueryBuilder> { public static final String NAME = "multi_match"; public static final MultiMatchQueryBuilder.Type DEFAULT_TYPE = MultiMatchQueryBuilder.Type.BEST_FIELDS; public static final Operator DEFAULT_OPERATOR = Operator.OR; public static final int DEFAULT_PHRASE_SLOP = MatchQuery.DEFAULT_PHRASE_SLOP; public static final int DEFAULT_PREFIX_LENGTH = FuzzyQuery.defaultPrefixLength; public static final int DEFAULT_MAX_EXPANSIONS = FuzzyQuery.defaultMaxExpansions; public static final boolean DEFAULT_LENIENCY = MatchQuery.DEFAULT_LENIENCY; public static final MatchQuery.ZeroTermsQuery DEFAULT_ZERO_TERMS_QUERY = MatchQuery.DEFAULT_ZERO_TERMS_QUERY; private static final ParseField SLOP_FIELD = new ParseField("slop", "phrase_slop"); private static final ParseField ZERO_TERMS_QUERY_FIELD = new ParseField("zero_terms_query"); private static final ParseField LENIENT_FIELD = new ParseField("lenient"); private static final ParseField CUTOFF_FREQUENCY_FIELD = new ParseField("cutoff_frequency"); private static final ParseField TIE_BREAKER_FIELD = new ParseField("tie_breaker"); private static final ParseField USE_DIS_MAX_FIELD = new ParseField("use_dis_max"); private static final ParseField FUZZY_REWRITE_FIELD = new ParseField("fuzzy_rewrite"); private static final ParseField MINIMUM_SHOULD_MATCH_FIELD = new ParseField("minimum_should_match"); private static final ParseField OPERATOR_FIELD = new ParseField("operator"); private static final ParseField MAX_EXPANSIONS_FIELD = new ParseField("max_expansions"); private static final ParseField PREFIX_LENGTH_FIELD = new ParseField("prefix_length"); private static final ParseField ANALYZER_FIELD = new ParseField("analyzer"); private static final ParseField TYPE_FIELD = new ParseField("type"); private static final ParseField QUERY_FIELD = new ParseField("query"); private static final ParseField FIELDS_FIELD = new ParseField("fields"); private final Object value; private final Map<String, Float> fieldsBoosts; private Type type = DEFAULT_TYPE; private Operator operator = DEFAULT_OPERATOR; private String analyzer; private int slop = DEFAULT_PHRASE_SLOP; private Fuzziness fuzziness; private int prefixLength = DEFAULT_PREFIX_LENGTH; private int maxExpansions = DEFAULT_MAX_EXPANSIONS; private String minimumShouldMatch; private String fuzzyRewrite = null; private Boolean useDisMax; private Float tieBreaker; private boolean lenient = DEFAULT_LENIENCY; private Float cutoffFrequency = null; private MatchQuery.ZeroTermsQuery zeroTermsQuery = DEFAULT_ZERO_TERMS_QUERY; public enum Type implements Writeable { /** * Uses the best matching boolean field as main score and uses * a tie-breaker to adjust the score based on remaining field matches */ BEST_FIELDS(MatchQuery.Type.BOOLEAN, 0.0f, new ParseField("best_fields", "boolean")), /** * Uses the sum of the matching boolean fields to score the query */ MOST_FIELDS(MatchQuery.Type.BOOLEAN, 1.0f, new ParseField("most_fields")), /** * Uses a blended DocumentFrequency to dynamically combine the queried * fields into a single field given the configured analysis is identical. * This type uses a tie-breaker to adjust the score based on remaining * matches per analyzed terms */ CROSS_FIELDS(MatchQuery.Type.BOOLEAN, 0.0f, new ParseField("cross_fields")), /** * Uses the best matching phrase field as main score and uses * a tie-breaker to adjust the score based on remaining field matches */ PHRASE(MatchQuery.Type.PHRASE, 0.0f, new ParseField("phrase")), /** * Uses the best matching phrase-prefix field as main score and uses * a tie-breaker to adjust the score based on remaining field matches */ PHRASE_PREFIX(MatchQuery.Type.PHRASE_PREFIX, 0.0f, new ParseField("phrase_prefix")); private MatchQuery.Type matchQueryType; private final float tieBreaker; private final ParseField parseField; Type (MatchQuery.Type matchQueryType, float tieBreaker, ParseField parseField) { this.matchQueryType = matchQueryType; this.tieBreaker = tieBreaker; this.parseField = parseField; } public float tieBreaker() { return this.tieBreaker; } public MatchQuery.Type matchQueryType() { return matchQueryType; } public ParseField parseField() { return parseField; } public static Type parse(String value) { MultiMatchQueryBuilder.Type[] values = MultiMatchQueryBuilder.Type.values(); Type type = null; for (MultiMatchQueryBuilder.Type t : values) { if (t.parseField().match(value)) { type = t; break; } } if (type == null) { throw new ElasticsearchParseException("failed to parse [{}] query type [{}]. unknown type.", NAME, value); } return type; } public static Type readFromStream(StreamInput in) throws IOException { return Type.values()[in.readVInt()]; } @Override public void writeTo(StreamOutput out) throws IOException { out.writeVInt(this.ordinal()); } } /** * Returns the type (for testing) */ public MultiMatchQueryBuilder.Type getType() { return type; } /** * Constructs a new text query. */ public MultiMatchQueryBuilder(Object value, String... fields) { if (value == null) { throw new IllegalArgumentException("[" + NAME + "] requires query value"); } if (fields == null) { throw new IllegalArgumentException("[" + NAME + "] requires fields at initialization time"); } this.value = value; this.fieldsBoosts = new TreeMap<>(); for (String field : fields) { field(field); } } /** * Read from a stream. */ public MultiMatchQueryBuilder(StreamInput in) throws IOException { super(in); value = in.readGenericValue(); int size = in.readVInt(); fieldsBoosts = new TreeMap<>(); for (int i = 0; i < size; i++) { fieldsBoosts.put(in.readString(), in.readFloat()); } type = Type.readFromStream(in); operator = Operator.readFromStream(in); analyzer = in.readOptionalString(); slop = in.readVInt(); fuzziness = in.readOptionalWriteable(Fuzziness::new); prefixLength = in.readVInt(); maxExpansions = in.readVInt(); minimumShouldMatch = in.readOptionalString(); fuzzyRewrite = in.readOptionalString(); useDisMax = in.readOptionalBoolean(); tieBreaker = in.readOptionalFloat(); lenient = in.readBoolean(); cutoffFrequency = in.readOptionalFloat(); zeroTermsQuery = MatchQuery.ZeroTermsQuery.readFromStream(in); } @Override protected void doWriteTo(StreamOutput out) throws IOException { out.writeGenericValue(value); out.writeVInt(fieldsBoosts.size()); for (Map.Entry<String, Float> fieldsEntry : fieldsBoosts.entrySet()) { out.writeString(fieldsEntry.getKey()); out.writeFloat(fieldsEntry.getValue()); } type.writeTo(out); operator.writeTo(out); out.writeOptionalString(analyzer); out.writeVInt(slop); out.writeOptionalWriteable(fuzziness); out.writeVInt(prefixLength); out.writeVInt(maxExpansions); out.writeOptionalString(minimumShouldMatch); out.writeOptionalString(fuzzyRewrite); out.writeOptionalBoolean(useDisMax); out.writeOptionalFloat(tieBreaker); out.writeBoolean(lenient); out.writeOptionalFloat(cutoffFrequency); zeroTermsQuery.writeTo(out); } public Object value() { return value; } /** * Adds a field to run the multi match against. */ public MultiMatchQueryBuilder field(String field) { if (Strings.isEmpty(field)) { throw new IllegalArgumentException("supplied field is null or empty."); } this.fieldsBoosts.put(field, AbstractQueryBuilder.DEFAULT_BOOST); return this; } /** * Adds a field to run the multi match against with a specific boost. */ public MultiMatchQueryBuilder field(String field, float boost) { if (Strings.isEmpty(field)) { throw new IllegalArgumentException("supplied field is null or empty."); } this.fieldsBoosts.put(field, boost); return this; } /** * Add several fields to run the query against with a specific boost. */ public MultiMatchQueryBuilder fields(Map<String, Float> fields) { this.fieldsBoosts.putAll(fields); return this; } public Map<String, Float> fields() { return fieldsBoosts; } /** * Sets the type of the text query. */ public MultiMatchQueryBuilder type(MultiMatchQueryBuilder.Type type) { if (type == null) { throw new IllegalArgumentException("[" + NAME + "] requires type to be non-null"); } this.type = type; return this; } /** * Sets the type of the text query. */ public MultiMatchQueryBuilder type(Object type) { if (type == null) { throw new IllegalArgumentException("[" + NAME + "] requires type to be non-null"); } this.type = Type.parse(type.toString().toLowerCase(Locale.ROOT)); return this; } public Type type() { return type; } /** * Sets the operator to use when using a boolean query. Defaults to <tt>OR</tt>. */ public MultiMatchQueryBuilder operator(Operator operator) { if (operator == null) { throw new IllegalArgumentException("[" + NAME + "] requires operator to be non-null"); } this.operator = operator; return this; } public Operator operator() { return operator; } /** * Explicitly set the analyzer to use. Defaults to use explicit mapping config for the field, or, if not * set, the default search analyzer. */ public MultiMatchQueryBuilder analyzer(String analyzer) { this.analyzer = analyzer; return this; } public String analyzer() { return analyzer; } /** * Set the phrase slop if evaluated to a phrase query type. */ public MultiMatchQueryBuilder slop(int slop) { if (slop < 0) { throw new IllegalArgumentException("No negative slop allowed."); } this.slop = slop; return this; } public int slop() { return slop; } /** * Sets the fuzziness used when evaluated to a fuzzy query type. Defaults to "AUTO". */ public MultiMatchQueryBuilder fuzziness(Object fuzziness) { if (fuzziness != null) { this.fuzziness = Fuzziness.build(fuzziness); } return this; } public Fuzziness fuzziness() { return fuzziness; } public MultiMatchQueryBuilder prefixLength(int prefixLength) { if (prefixLength < 0) { throw new IllegalArgumentException("No negative prefix length allowed."); } this.prefixLength = prefixLength; return this; } public int prefixLength() { return prefixLength; } /** * When using fuzzy or prefix type query, the number of term expansions to use. Defaults to unbounded * so its recommended to set it to a reasonable value for faster execution. */ public MultiMatchQueryBuilder maxExpansions(int maxExpansions) { if (maxExpansions <= 0) { throw new IllegalArgumentException("Max expansions must be strictly great than zero."); } this.maxExpansions = maxExpansions; return this; } public int maxExpansions() { return maxExpansions; } public MultiMatchQueryBuilder minimumShouldMatch(String minimumShouldMatch) { this.minimumShouldMatch = minimumShouldMatch; return this; } public String minimumShouldMatch() { return minimumShouldMatch; } public MultiMatchQueryBuilder fuzzyRewrite(String fuzzyRewrite) { this.fuzzyRewrite = fuzzyRewrite; return this; } public String fuzzyRewrite() { return fuzzyRewrite; } /** * @deprecated use a tieBreaker of 1.0f to disable "dis-max" * query or select the appropriate {@link Type} */ @Deprecated public MultiMatchQueryBuilder useDisMax(Boolean useDisMax) { this.useDisMax = useDisMax; return this; } public Boolean useDisMax() { return useDisMax; } /** * <p>Tie-Breaker for "best-match" disjunction queries (OR-Queries). * The tie breaker capability allows documents that match more than one query clause * (in this case on more than one field) to be scored better than documents that * match only the best of the fields, without confusing this with the better case of * two distinct matches in the multiple fields.</p> * * <p>A tie-breaker value of <tt>1.0</tt> is interpreted as a signal to score queries as * "most-match" queries where all matching query clauses are considered for scoring.</p> * * @see Type */ public MultiMatchQueryBuilder tieBreaker(float tieBreaker) { this.tieBreaker = tieBreaker; return this; } /** * <p>Tie-Breaker for "best-match" disjunction queries (OR-Queries). * The tie breaker capability allows documents that match more than one query clause * (in this case on more than one field) to be scored better than documents that * match only the best of the fields, without confusing this with the better case of * two distinct matches in the multiple fields.</p> * * <p>A tie-breaker value of <tt>1.0</tt> is interpreted as a signal to score queries as * "most-match" queries where all matching query clauses are considered for scoring.</p> * * @see Type */ public MultiMatchQueryBuilder tieBreaker(Float tieBreaker) { this.tieBreaker = tieBreaker; return this; } public Float tieBreaker() { return tieBreaker; } /** * Sets whether format based failures will be ignored. */ public MultiMatchQueryBuilder lenient(boolean lenient) { this.lenient = lenient; return this; } public boolean lenient() { return lenient; } /** * Set a cutoff value in [0..1] (or absolute number >=1) representing the * maximum threshold of a terms document frequency to be considered a low * frequency term. */ public MultiMatchQueryBuilder cutoffFrequency(float cutoff) { this.cutoffFrequency = cutoff; return this; } /** * Set a cutoff value in [0..1] (or absolute number >=1) representing the * maximum threshold of a terms document frequency to be considered a low * frequency term. */ public MultiMatchQueryBuilder cutoffFrequency(Float cutoff) { this.cutoffFrequency = cutoff; return this; } public Float cutoffFrequency() { return cutoffFrequency; } public MultiMatchQueryBuilder zeroTermsQuery(MatchQuery.ZeroTermsQuery zeroTermsQuery) { if (zeroTermsQuery == null) { throw new IllegalArgumentException("[" + NAME + "] requires zero terms query to be non-null"); } this.zeroTermsQuery = zeroTermsQuery; return this; } public MatchQuery.ZeroTermsQuery zeroTermsQuery() { return zeroTermsQuery; } @Override public void doXContent(XContentBuilder builder, Params params) throws IOException { builder.startObject(NAME); builder.field(QUERY_FIELD.getPreferredName(), value); builder.startArray(FIELDS_FIELD.getPreferredName()); for (Map.Entry<String, Float> fieldEntry : this.fieldsBoosts.entrySet()) { builder.value(fieldEntry.getKey() + "^" + fieldEntry.getValue()); } builder.endArray(); builder.field(TYPE_FIELD.getPreferredName(), type.toString().toLowerCase(Locale.ENGLISH)); builder.field(OPERATOR_FIELD.getPreferredName(), operator.toString()); if (analyzer != null) { builder.field(ANALYZER_FIELD.getPreferredName(), analyzer); } builder.field(SLOP_FIELD.getPreferredName(), slop); if (fuzziness != null) { fuzziness.toXContent(builder, params); } builder.field(PREFIX_LENGTH_FIELD.getPreferredName(), prefixLength); builder.field(MAX_EXPANSIONS_FIELD.getPreferredName(), maxExpansions); if (minimumShouldMatch != null) { builder.field(MINIMUM_SHOULD_MATCH_FIELD.getPreferredName(), minimumShouldMatch); } if (fuzzyRewrite != null) { builder.field(FUZZY_REWRITE_FIELD.getPreferredName(), fuzzyRewrite); } if (useDisMax != null) { builder.field(USE_DIS_MAX_FIELD.getPreferredName(), useDisMax); } if (tieBreaker != null) { builder.field(TIE_BREAKER_FIELD.getPreferredName(), tieBreaker); } builder.field(LENIENT_FIELD.getPreferredName(), lenient); if (cutoffFrequency != null) { builder.field(CUTOFF_FREQUENCY_FIELD.getPreferredName(), cutoffFrequency); } builder.field(ZERO_TERMS_QUERY_FIELD.getPreferredName(), zeroTermsQuery.toString()); printBoostAndQueryName(builder); builder.endObject(); } public static MultiMatchQueryBuilder fromXContent(QueryParseContext parseContext) throws IOException { XContentParser parser = parseContext.parser(); Object value = null; Map<String, Float> fieldsBoosts = new HashMap<>(); MultiMatchQueryBuilder.Type type = DEFAULT_TYPE; String analyzer = null; int slop = DEFAULT_PHRASE_SLOP; Fuzziness fuzziness = null; int prefixLength = DEFAULT_PREFIX_LENGTH; int maxExpansions = DEFAULT_MAX_EXPANSIONS; Operator operator = DEFAULT_OPERATOR; String minimumShouldMatch = null; String fuzzyRewrite = null; Boolean useDisMax = null; Float tieBreaker = null; Float cutoffFrequency = null; boolean lenient = DEFAULT_LENIENCY; MatchQuery.ZeroTermsQuery zeroTermsQuery = DEFAULT_ZERO_TERMS_QUERY; float boost = AbstractQueryBuilder.DEFAULT_BOOST; String queryName = null; XContentParser.Token token; String currentFieldName = null; while ((token = parser.nextToken()) != XContentParser.Token.END_OBJECT) { if (token == XContentParser.Token.FIELD_NAME) { currentFieldName = parser.currentName(); } else if (FIELDS_FIELD.match(currentFieldName)) { if (token == XContentParser.Token.START_ARRAY) { while ((token = parser.nextToken()) != XContentParser.Token.END_ARRAY) { parseFieldAndBoost(parser, fieldsBoosts); } } else if (token.isValue()) { parseFieldAndBoost(parser, fieldsBoosts); } else { throw new ParsingException(parser.getTokenLocation(), "[" + NAME + "] query does not support [" + currentFieldName + "]"); } } else if (token.isValue()) { if (QUERY_FIELD.match(currentFieldName)) { value = parser.objectText(); } else if (TYPE_FIELD.match(currentFieldName)) { type = MultiMatchQueryBuilder.Type.parse(parser.text()); } else if (ANALYZER_FIELD.match(currentFieldName)) { analyzer = parser.text(); } else if (AbstractQueryBuilder.BOOST_FIELD.match(currentFieldName)) { boost = parser.floatValue(); } else if (SLOP_FIELD.match(currentFieldName)) { slop = parser.intValue(); } else if (Fuzziness.FIELD.match(currentFieldName)) { fuzziness = Fuzziness.parse(parser); } else if (PREFIX_LENGTH_FIELD.match(currentFieldName)) { prefixLength = parser.intValue(); } else if (MAX_EXPANSIONS_FIELD.match(currentFieldName)) { maxExpansions = parser.intValue(); } else if (OPERATOR_FIELD.match(currentFieldName)) { operator = Operator.fromString(parser.text()); } else if (MINIMUM_SHOULD_MATCH_FIELD.match(currentFieldName)) { minimumShouldMatch = parser.textOrNull(); } else if (FUZZY_REWRITE_FIELD.match(currentFieldName)) { fuzzyRewrite = parser.textOrNull(); } else if (USE_DIS_MAX_FIELD.match(currentFieldName)) { useDisMax = parser.booleanValue(); } else if (TIE_BREAKER_FIELD.match(currentFieldName)) { tieBreaker = parser.floatValue(); } else if (CUTOFF_FREQUENCY_FIELD.match(currentFieldName)) { cutoffFrequency = parser.floatValue(); } else if (LENIENT_FIELD.match(currentFieldName)) { lenient = parser.booleanValue(); } else if (ZERO_TERMS_QUERY_FIELD.match(currentFieldName)) { String zeroTermsDocs = parser.text(); if ("none".equalsIgnoreCase(zeroTermsDocs)) { zeroTermsQuery = MatchQuery.ZeroTermsQuery.NONE; } else if ("all".equalsIgnoreCase(zeroTermsDocs)) { zeroTermsQuery = MatchQuery.ZeroTermsQuery.ALL; } else { throw new ParsingException(parser.getTokenLocation(), "Unsupported zero_terms_docs value [" + zeroTermsDocs + "]"); } } else if (AbstractQueryBuilder.NAME_FIELD.match(currentFieldName)) { queryName = parser.text(); } else { throw new ParsingException(parser.getTokenLocation(), "[" + NAME + "] query does not support [" + currentFieldName + "]"); } } else { throw new ParsingException(parser.getTokenLocation(), "[" + NAME + "] unknown token [" + token + "] after [" + currentFieldName + "]"); } } if (value == null) { throw new ParsingException(parser.getTokenLocation(), "No text specified for multi_match query"); } if (fieldsBoosts.isEmpty()) { throw new ParsingException(parser.getTokenLocation(), "No fields specified for multi_match query"); } if (fuzziness != null && (type == Type.CROSS_FIELDS || type == Type.PHRASE || type == Type.PHRASE_PREFIX)) { throw new ParsingException(parser.getTokenLocation(), "Fuzziness not allowed for type [" + type.parseField.getPreferredName() + "]"); } return new MultiMatchQueryBuilder(value) .fields(fieldsBoosts) .type(type) .analyzer(analyzer) .cutoffFrequency(cutoffFrequency) .fuzziness(fuzziness) .fuzzyRewrite(fuzzyRewrite) .useDisMax(useDisMax) .lenient(lenient) .maxExpansions(maxExpansions) .minimumShouldMatch(minimumShouldMatch) .operator(operator) .prefixLength(prefixLength) .slop(slop) .tieBreaker(tieBreaker) .zeroTermsQuery(zeroTermsQuery) .boost(boost) .queryName(queryName); } private static void parseFieldAndBoost(XContentParser parser, Map<String, Float> fieldsBoosts) throws IOException { String fField = null; Float fBoost = AbstractQueryBuilder.DEFAULT_BOOST; char[] fieldText = parser.textCharacters(); int end = parser.textOffset() + parser.textLength(); for (int i = parser.textOffset(); i < end; i++) { if (fieldText[i] == '^') { int relativeLocation = i - parser.textOffset(); fField = new String(fieldText, parser.textOffset(), relativeLocation); fBoost = Float.parseFloat(new String(fieldText, i + 1, parser.textLength() - relativeLocation - 1)); break; } } if (fField == null) { fField = parser.text(); } fieldsBoosts.put(fField, fBoost); } @Override public String getWriteableName() { return NAME; } @Override protected Query doToQuery(QueryShardContext context) throws IOException { MultiMatchQuery multiMatchQuery = new MultiMatchQuery(context); if (analyzer != null) { if (context.getIndexAnalyzers().get(analyzer) == null) { throw new QueryShardException(context, "[" + NAME + "] analyzer [" + analyzer + "] not found"); } multiMatchQuery.setAnalyzer(analyzer); } multiMatchQuery.setPhraseSlop(slop); if (fuzziness != null) { multiMatchQuery.setFuzziness(fuzziness); } multiMatchQuery.setFuzzyPrefixLength(prefixLength); multiMatchQuery.setMaxExpansions(maxExpansions); multiMatchQuery.setOccur(operator.toBooleanClauseOccur()); if (fuzzyRewrite != null) { multiMatchQuery.setFuzzyRewriteMethod(QueryParsers.parseRewriteMethod(fuzzyRewrite, null)); } if (tieBreaker != null) { multiMatchQuery.setTieBreaker(tieBreaker); } if (cutoffFrequency != null) { multiMatchQuery.setCommonTermsCutoff(cutoffFrequency); } multiMatchQuery.setLenient(lenient); multiMatchQuery.setZeroTermsQuery(zeroTermsQuery); if (useDisMax != null) { // backwards foobar boolean typeUsesDismax = type.tieBreaker() != 1.0f; if (typeUsesDismax != useDisMax) { if (useDisMax && tieBreaker == null) { multiMatchQuery.setTieBreaker(0.0f); } else { multiMatchQuery.setTieBreaker(1.0f); } } } Map<String, Float> newFieldsBoosts = handleFieldsMatchPattern(context.getMapperService(), fieldsBoosts); return multiMatchQuery.parse(type, newFieldsBoosts, value, minimumShouldMatch); } private static Map<String, Float> handleFieldsMatchPattern(MapperService mapperService, Map<String, Float> fieldsBoosts) { Map<String, Float> newFieldsBoosts = new TreeMap<>(); for (Map.Entry<String, Float> fieldBoost : fieldsBoosts.entrySet()) { String fField = fieldBoost.getKey(); Float fBoost = fieldBoost.getValue(); if (Regex.isSimpleMatchPattern(fField)) { for (String field : mapperService.simpleMatchToIndexNames(fField)) { newFieldsBoosts.put(field, fBoost); } } else { newFieldsBoosts.put(fField, fBoost); } } return newFieldsBoosts; } @Override protected int doHashCode() { return Objects.hash(value, fieldsBoosts, type, operator, analyzer, slop, fuzziness, prefixLength, maxExpansions, minimumShouldMatch, fuzzyRewrite, useDisMax, tieBreaker, lenient, cutoffFrequency, zeroTermsQuery); } @Override protected boolean doEquals(MultiMatchQueryBuilder other) { return Objects.equals(value, other.value) && Objects.equals(fieldsBoosts, other.fieldsBoosts) && Objects.equals(type, other.type) && Objects.equals(operator, other.operator) && Objects.equals(analyzer, other.analyzer) && Objects.equals(slop, other.slop) && Objects.equals(fuzziness, other.fuzziness) && Objects.equals(prefixLength, other.prefixLength) && Objects.equals(maxExpansions, other.maxExpansions) && Objects.equals(minimumShouldMatch, other.minimumShouldMatch) && Objects.equals(fuzzyRewrite, other.fuzzyRewrite) && Objects.equals(useDisMax, other.useDisMax) && Objects.equals(tieBreaker, other.tieBreaker) && Objects.equals(lenient, other.lenient) && Objects.equals(cutoffFrequency, other.cutoffFrequency) && Objects.equals(zeroTermsQuery, other.zeroTermsQuery); } }