summaryrefslogtreecommitdiff
path: root/core/src/main/java/org/apache/lucene/queryparser/classic/MapperQueryParser.java
blob: 79f522e8c1fe57fef41c0f4acf5eefa901610862 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
/*
 * 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.apache.lucene.queryparser.classic;

import org.apache.lucene.analysis.Analyzer;
import org.apache.lucene.analysis.miscellaneous.DisableGraphAttribute;
import org.apache.lucene.analysis.TokenStream;
import org.apache.lucene.analysis.tokenattributes.CharTermAttribute;
import org.apache.lucene.analysis.tokenattributes.PositionIncrementAttribute;
import org.apache.lucene.index.Term;
import org.apache.lucene.search.BooleanClause;
import org.apache.lucene.search.BoostQuery;
import org.apache.lucene.search.DisjunctionMaxQuery;
import org.apache.lucene.search.FuzzyQuery;
import org.apache.lucene.search.MatchNoDocsQuery;
import org.apache.lucene.search.MultiPhraseQuery;
import org.apache.lucene.search.PhraseQuery;
import org.apache.lucene.search.Query;
import org.apache.lucene.search.SynonymQuery;
import org.apache.lucene.search.spans.SpanNearQuery;
import org.apache.lucene.search.spans.SpanOrQuery;
import org.apache.lucene.search.spans.SpanQuery;
import org.apache.lucene.util.BytesRef;
import org.apache.lucene.util.IOUtils;
import org.apache.lucene.util.automaton.RegExp;
import org.elasticsearch.common.lucene.search.Queries;
import org.elasticsearch.common.unit.Fuzziness;
import org.elasticsearch.index.mapper.AllFieldMapper;
import org.elasticsearch.index.mapper.DateFieldMapper;
import org.elasticsearch.index.mapper.MappedFieldType;
import org.elasticsearch.index.mapper.MapperService;
import org.elasticsearch.index.mapper.StringFieldType;
import org.elasticsearch.index.query.QueryShardContext;
import org.elasticsearch.index.query.support.QueryParsers;
import org.elasticsearch.index.analysis.ShingleTokenFilterFactory;

import java.io.IOException;
import java.util.ArrayList;
import java.util.Collection;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

import static java.util.Collections.unmodifiableMap;
import static org.elasticsearch.common.lucene.search.Queries.fixNegativeQueryIfNeeded;

/**
 * A query parser that uses the {@link MapperService} in order to build smarter
 * queries based on the mapping information.
 * <p>
 * Also breaks fields with [type].[name] into a boolean query that must include the type
 * as well as the query on the name.
 */
public class MapperQueryParser extends QueryParser {

    public static final Map<String, FieldQueryExtension> FIELD_QUERY_EXTENSIONS;

    static {
        Map<String, FieldQueryExtension> fieldQueryExtensions = new HashMap<>();
        fieldQueryExtensions.put(ExistsFieldQueryExtension.NAME, new ExistsFieldQueryExtension());
        FIELD_QUERY_EXTENSIONS = unmodifiableMap(fieldQueryExtensions);
    }

    private final QueryShardContext context;

    private QueryParserSettings settings;

    private MappedFieldType currentFieldType;

    public MapperQueryParser(QueryShardContext context) {
        super(null, null);
        this.context = context;
    }

    public void reset(QueryParserSettings settings) {
        this.settings = settings;
        if (settings.fieldsAndWeights().isEmpty()) {
            this.field = settings.defaultField();
        } else if (settings.fieldsAndWeights().size() == 1) {
            this.field = settings.fieldsAndWeights().keySet().iterator().next();
        } else {
            this.field = null;
        }
        setAnalyzer(settings.analyzer());
        setMultiTermRewriteMethod(settings.rewriteMethod());
        setEnablePositionIncrements(settings.enablePositionIncrements());
        setSplitOnWhitespace(settings.splitOnWhitespace());
        setAutoGeneratePhraseQueries(settings.autoGeneratePhraseQueries());
        setMaxDeterminizedStates(settings.maxDeterminizedStates());
        setAllowLeadingWildcard(settings.allowLeadingWildcard());
        setPhraseSlop(settings.phraseSlop());
        setDefaultOperator(settings.defaultOperator());
        setFuzzyPrefixLength(settings.fuzzyPrefixLength());
    }

    /**
     * We override this one so we can get the fuzzy part to be treated as string,
     * so people can do: "age:10~5" or "timestamp:2012-10-10~5d"
     */
    @Override
    Query handleBareFuzzy(String qfield, Token fuzzySlop, String termImage) throws ParseException {
        if (fuzzySlop.image.length() == 1) {
            return getFuzzyQuery(qfield, termImage, Float.toString(settings.fuzziness().asDistance(termImage)));
        }
        return getFuzzyQuery(qfield, termImage, fuzzySlop.image.substring(1));
    }

    @Override
    protected Query newTermQuery(Term term) {
        if (currentFieldType != null) {
            Query termQuery = currentFieldType.queryStringTermQuery(term);
            if (termQuery != null) {
                return termQuery;
            }
        }
        return super.newTermQuery(term);
    }

    @Override
    protected Query newMatchAllDocsQuery() {
        return Queries.newMatchAllQuery();
    }

    @Override
    public Query getFieldQuery(String field, String queryText, boolean quoted) throws ParseException {
        FieldQueryExtension fieldQueryExtension = FIELD_QUERY_EXTENSIONS.get(field);
        if (fieldQueryExtension != null) {
            return fieldQueryExtension.query(context, queryText);
        }
        Collection<String> fields = extractMultiFields(field);
        if (fields != null) {
            if (fields.size() == 1) {
                return getFieldQuerySingle(fields.iterator().next(), queryText, quoted);
            }
            if (settings.useDisMax()) {
                List<Query> queries = new ArrayList<>();
                boolean added = false;
                for (String mField : fields) {
                    Query q = getFieldQuerySingle(mField, queryText, quoted);
                    if (q != null) {
                        added = true;
                        queries.add(applyBoost(mField, q));
                    }
                }
                if (!added) {
                    return null;
                }
                return new DisjunctionMaxQuery(queries, settings.tieBreaker());
            } else {
                List<BooleanClause> clauses = new ArrayList<>();
                for (String mField : fields) {
                    Query q = getFieldQuerySingle(mField, queryText, quoted);
                    if (q != null) {
                        clauses.add(new BooleanClause(applyBoost(mField, q), BooleanClause.Occur.SHOULD));
                    }
                }
                if (clauses.isEmpty()) return null; // happens for stopwords
                return getBooleanQuery(clauses);
            }
        } else {
            return getFieldQuerySingle(field, queryText, quoted);
        }
    }

    private Query getFieldQuerySingle(String field, String queryText, boolean quoted) throws ParseException {
        if (!quoted && queryText.length() > 1) {
            if (queryText.charAt(0) == '>') {
                if (queryText.length() > 2) {
                    if (queryText.charAt(1) == '=') {
                        return getRangeQuerySingle(field, queryText.substring(2), null, true, true, context);
                    }
                }
                return getRangeQuerySingle(field, queryText.substring(1), null, false, true, context);
            } else if (queryText.charAt(0) == '<') {
                if (queryText.length() > 2) {
                    if (queryText.charAt(1) == '=') {
                        return getRangeQuerySingle(field, null, queryText.substring(2), true, true, context);
                    }
                }
                return getRangeQuerySingle(field, null, queryText.substring(1), true, false, context);
            }
        }
        currentFieldType = null;
        Analyzer oldAnalyzer = getAnalyzer();
        try {
            if (quoted) {
                setAnalyzer(settings.quoteAnalyzer());
                if (settings.quoteFieldSuffix() != null) {
                    currentFieldType = context.fieldMapper(field + settings.quoteFieldSuffix());
                }
            }
            if (currentFieldType == null) {
                currentFieldType = context.fieldMapper(field);
            }
            if (currentFieldType != null) {
                if (quoted) {
                    if (!settings.forceQuoteAnalyzer()) {
                        setAnalyzer(context.getSearchQuoteAnalyzer(currentFieldType));
                    }
                } else {
                    if (!settings.forceAnalyzer()) {
                        setAnalyzer(context.getSearchAnalyzer(currentFieldType));
                    }
                }
                if (currentFieldType != null) {
                    Query query = null;
                    if (currentFieldType.tokenized() == false) {
                        // this might be a structured field like a numeric
                        try {
                            query = currentFieldType.termQuery(queryText, context);
                        } catch (RuntimeException e) {
                            if (settings.lenient()) {
                                return null;
                            } else {
                                throw e;
                            }
                        }
                    }
                    if (query == null) {
                        query = super.getFieldQuery(currentFieldType.name(), queryText, quoted);
                    }
                    return query;
                }
            }
            return super.getFieldQuery(field, queryText, quoted);
        } finally {
            setAnalyzer(oldAnalyzer);
        }
    }

    @Override
    protected Query getFieldQuery(String field, String queryText, int slop) throws ParseException {
        Collection<String> fields = extractMultiFields(field);
        if (fields != null) {
            if (settings.useDisMax()) {
                List<Query> queries = new ArrayList<>();
                boolean added = false;
                for (String mField : fields) {
                    Query q = super.getFieldQuery(mField, queryText, slop);
                    if (q != null) {
                        added = true;
                        q = applySlop(q, slop);
                        queries.add(applyBoost(mField, q));
                    }
                }
                if (!added) {
                    return null;
                }
                return new DisjunctionMaxQuery(queries, settings.tieBreaker());
            } else {
                List<BooleanClause> clauses = new ArrayList<>();
                for (String mField : fields) {
                    Query q = super.getFieldQuery(mField, queryText, slop);
                    if (q != null) {
                        q = applySlop(q, slop);
                        clauses.add(new BooleanClause(applyBoost(mField, q), BooleanClause.Occur.SHOULD));
                    }
                }
                if (clauses.isEmpty()) return null; // happens for stopwords
                return getBooleanQuery(clauses);
            }
        } else {
            return super.getFieldQuery(field, queryText, slop);
        }
    }

    @Override
    protected Query getRangeQuery(String field, String part1, String part2,
                                  boolean startInclusive, boolean endInclusive) throws ParseException {
        if ("*".equals(part1)) {
            part1 = null;
        }
        if ("*".equals(part2)) {
            part2 = null;
        }

        Collection<String> fields = extractMultiFields(field);

        if (fields == null) {
            return getRangeQuerySingle(field, part1, part2, startInclusive, endInclusive, context);
        }


        if (fields.size() == 1) {
            return getRangeQuerySingle(fields.iterator().next(), part1, part2, startInclusive, endInclusive, context);
        }

        if (settings.useDisMax()) {
            List<Query> queries = new ArrayList<>();
            boolean added = false;
            for (String mField : fields) {
                Query q = getRangeQuerySingle(mField, part1, part2, startInclusive, endInclusive, context);
                if (q != null) {
                    added = true;
                    queries.add(applyBoost(mField, q));
                }
            }
            if (!added) {
                return null;
            }
            return new DisjunctionMaxQuery(queries, settings.tieBreaker());
        } else {
            List<BooleanClause> clauses = new ArrayList<>();
            for (String mField : fields) {
                Query q = getRangeQuerySingle(mField, part1, part2, startInclusive, endInclusive, context);
                if (q != null) {
                    clauses.add(new BooleanClause(applyBoost(mField, q), BooleanClause.Occur.SHOULD));
                }
            }
            if (clauses.isEmpty()) return null; // happens for stopwords
            return getBooleanQuery(clauses);
        }
    }

    private Query getRangeQuerySingle(String field, String part1, String part2,
            boolean startInclusive, boolean endInclusive, QueryShardContext context) {
        currentFieldType = context.fieldMapper(field);
        if (currentFieldType != null) {
            try {
                BytesRef part1Binary = part1 == null ? null : getAnalyzer().normalize(field, part1);
                BytesRef part2Binary = part2 == null ? null : getAnalyzer().normalize(field, part2);
                Query rangeQuery;
                if (currentFieldType instanceof DateFieldMapper.DateFieldType && settings.timeZone() != null) {
                    DateFieldMapper.DateFieldType dateFieldType = (DateFieldMapper.DateFieldType) this.currentFieldType;
                    rangeQuery = dateFieldType.rangeQuery(part1Binary, part2Binary,
                            startInclusive, endInclusive, settings.timeZone(), null, context);
                } else {
                    rangeQuery = currentFieldType.rangeQuery(part1Binary, part2Binary, startInclusive, endInclusive, context);
                }
                return rangeQuery;
            } catch (RuntimeException e) {
                if (settings.lenient()) {
                    return null;
                }
                throw e;
            }
        }
        return newRangeQuery(field, part1, part2, startInclusive, endInclusive);
    }

    protected Query getFuzzyQuery(String field, String termStr, String minSimilarity) throws ParseException {
        Collection<String> fields = extractMultiFields(field);
        if (fields != null) {
            if (fields.size() == 1) {
                return getFuzzyQuerySingle(fields.iterator().next(), termStr, minSimilarity);
            }
            if (settings.useDisMax()) {
                List<Query> queries = new ArrayList<>();
                boolean added = false;
                for (String mField : fields) {
                    Query q = getFuzzyQuerySingle(mField, termStr, minSimilarity);
                    if (q != null) {
                        added = true;
                        queries.add(applyBoost(mField, q));
                    }
                }
                if (!added) {
                    return null;
                }
                return new DisjunctionMaxQuery(queries, settings.tieBreaker());
            } else {
                List<BooleanClause> clauses = new ArrayList<>();
                for (String mField : fields) {
                    Query q = getFuzzyQuerySingle(mField, termStr, minSimilarity);
                    if (q != null) {
                        clauses.add(new BooleanClause(applyBoost(mField, q), BooleanClause.Occur.SHOULD));
                    }
                }
                return getBooleanQuery(clauses);
            }
        } else {
            return getFuzzyQuerySingle(field, termStr, minSimilarity);
        }
    }

    private Query getFuzzyQuerySingle(String field, String termStr, String minSimilarity) throws ParseException {
        currentFieldType = context.fieldMapper(field);
        if (currentFieldType != null) {
            try {
                BytesRef term = termStr == null ? null : getAnalyzer().normalize(field, termStr);
                return currentFieldType.fuzzyQuery(term, Fuzziness.build(minSimilarity),
                    getFuzzyPrefixLength(), settings.fuzzyMaxExpansions(), FuzzyQuery.defaultTranspositions);
            } catch (RuntimeException e) {
                if (settings.lenient()) {
                    return null;
                }
                throw e;
            }
        }
        return super.getFuzzyQuery(field, termStr, Float.parseFloat(minSimilarity));
    }

    @Override
    protected Query newFuzzyQuery(Term term, float minimumSimilarity, int prefixLength) {
        String text = term.text();
        int numEdits = FuzzyQuery.floatToEdits(minimumSimilarity, text.codePointCount(0, text.length()));
        FuzzyQuery query = new FuzzyQuery(term, numEdits, prefixLength,
            settings.fuzzyMaxExpansions(), FuzzyQuery.defaultTranspositions);
        QueryParsers.setRewriteMethod(query, settings.fuzzyRewriteMethod());
        return query;
    }

    @Override
    protected Query getPrefixQuery(String field, String termStr) throws ParseException {
        Collection<String> fields = extractMultiFields(field);
        if (fields != null) {
            if (fields.size() == 1) {
                return getPrefixQuerySingle(fields.iterator().next(), termStr);
            }
            if (settings.useDisMax()) {
                List<Query> queries = new ArrayList<>();
                boolean added = false;
                for (String mField : fields) {
                    Query q = getPrefixQuerySingle(mField, termStr);
                    if (q != null) {
                        added = true;
                        queries.add(applyBoost(mField, q));
                    }
                }
                if (!added) {
                    return null;
                }
                return new DisjunctionMaxQuery(queries, settings.tieBreaker());
            } else {
                List<BooleanClause> clauses = new ArrayList<>();
                for (String mField : fields) {
                    Query q = getPrefixQuerySingle(mField, termStr);
                    if (q != null) {
                        clauses.add(new BooleanClause(applyBoost(mField, q), BooleanClause.Occur.SHOULD));
                    }
                }
                if (clauses.isEmpty()) return null; // happens for stopwords
                return getBooleanQuery(clauses);
            }
        } else {
            return getPrefixQuerySingle(field, termStr);
        }
    }

    private Query getPrefixQuerySingle(String field, String termStr) throws ParseException {
        currentFieldType = null;
        Analyzer oldAnalyzer = getAnalyzer();
        try {
            currentFieldType = context.fieldMapper(field);
            if (currentFieldType != null) {
                if (!settings.forceAnalyzer()) {
                    setAnalyzer(context.getSearchAnalyzer(currentFieldType));
                }
                Query query = null;
                if (currentFieldType instanceof StringFieldType == false) {
                    query = currentFieldType.prefixQuery(termStr, getMultiTermRewriteMethod(), context);
                }
                if (query == null) {
                    query = getPossiblyAnalyzedPrefixQuery(currentFieldType.name(), termStr);
                }
                return query;
            }
            return getPossiblyAnalyzedPrefixQuery(field, termStr);
        } catch (RuntimeException e) {
            if (settings.lenient()) {
                return null;
            }
            throw e;
        } finally {
            setAnalyzer(oldAnalyzer);
        }
    }

    private Query getPossiblyAnalyzedPrefixQuery(String field, String termStr) throws ParseException {
        if (!settings.analyzeWildcard()) {
            return super.getPrefixQuery(field, termStr);
        }
        List<List<String> > tlist;
        // get Analyzer from superclass and tokenize the term
        TokenStream source = null;
        try {
            try {
                source = getAnalyzer().tokenStream(field, termStr);
                source.reset();
            } catch (IOException e) {
                return super.getPrefixQuery(field, termStr);
            }
            tlist = new ArrayList<>();
            List<String> currentPos = new ArrayList<>();
            CharTermAttribute termAtt = source.addAttribute(CharTermAttribute.class);
            PositionIncrementAttribute posAtt = source.addAttribute(PositionIncrementAttribute.class);

            while (true) {
                try {
                    if (!source.incrementToken()) break;
                } catch (IOException e) {
                    break;
                }
                if (currentPos.isEmpty() == false && posAtt.getPositionIncrement() > 0) {
                    tlist.add(currentPos);
                    currentPos = new ArrayList<>();
                }
                currentPos.add(termAtt.toString());
            }
            if (currentPos.isEmpty() == false) {
                tlist.add(currentPos);
            }
        } finally {
            if (source != null) {
                IOUtils.closeWhileHandlingException(source);
            }
        }

        if (tlist.size() == 0) {
            return null;
        }

        if (tlist.size() == 1 && tlist.get(0).size() == 1) {
            return super.getPrefixQuery(field, tlist.get(0).get(0));
        }

        // build a boolean query with prefix on the last position only.
        List<BooleanClause> clauses = new ArrayList<>();
        for (int pos = 0; pos < tlist.size(); pos++) {
            List<String> plist = tlist.get(pos);
            boolean isLastPos = (pos == tlist.size() - 1);
            Query posQuery;
            if (plist.size() == 1) {
                if (isLastPos) {
                    posQuery = super.getPrefixQuery(field, plist.get(0));
                } else {
                    posQuery = newTermQuery(new Term(field, plist.get(0)));
                }
            } else if (isLastPos == false) {
                // build a synonym query for terms in the same position.
                Term[] terms = new Term[plist.size()];
                for (int i = 0; i < plist.size(); i++) {
                    terms[i] = new Term(field, plist.get(i));
                }
                posQuery = new SynonymQuery(terms);
            } else {
                List<BooleanClause> innerClauses = new ArrayList<>();
                for (String token : plist) {
                    innerClauses.add(new BooleanClause(super.getPrefixQuery(field, token),
                        BooleanClause.Occur.SHOULD));
                }
                posQuery = getBooleanQuery(innerClauses);
            }
            clauses.add(new BooleanClause(posQuery,
                getDefaultOperator() == Operator.AND ? BooleanClause.Occur.MUST : BooleanClause.Occur.SHOULD));
        }
        return getBooleanQuery(clauses);
    }

    @Override
    protected Query getWildcardQuery(String field, String termStr) throws ParseException {
        if (termStr.equals("*") && field != null) {
            /**
             * We rewrite _all:* to a match all query.
             * TODO: We can remove this special case when _all is completely removed.
             */
            if ("*".equals(field) || AllFieldMapper.NAME.equals(field)) {
                return newMatchAllDocsQuery();
            }
            String actualField = field;
            if (actualField == null) {
                actualField = this.field;
            }
            // effectively, we check if a field exists or not
            return FIELD_QUERY_EXTENSIONS.get(ExistsFieldQueryExtension.NAME).query(context, actualField);
        }
        Collection<String> fields = extractMultiFields(field);
        if (fields != null) {
            if (fields.size() == 1) {
                return getWildcardQuerySingle(fields.iterator().next(), termStr);
            }
            if (settings.useDisMax()) {
                List<Query> queries = new ArrayList<>();
                boolean added = false;
                for (String mField : fields) {
                    Query q = getWildcardQuerySingle(mField, termStr);
                    if (q != null) {
                        added = true;
                        queries.add(applyBoost(mField, q));
                    }
                }
                if (!added) {
                    return null;
                }
                return new DisjunctionMaxQuery(queries, settings.tieBreaker());
            } else {
                List<BooleanClause> clauses = new ArrayList<>();
                for (String mField : fields) {
                    Query q = getWildcardQuerySingle(mField, termStr);
                    if (q != null) {
                        clauses.add(new BooleanClause(applyBoost(mField, q), BooleanClause.Occur.SHOULD));
                    }
                }
                if (clauses.isEmpty()) return null; // happens for stopwords
                return getBooleanQuery(clauses);
            }
        } else {
            return getWildcardQuerySingle(field, termStr);
        }
    }

    private Query getWildcardQuerySingle(String field, String termStr) throws ParseException {
        if ("*".equals(termStr)) {
            // effectively, we check if a field exists or not
            return FIELD_QUERY_EXTENSIONS.get(ExistsFieldQueryExtension.NAME).query(context, field);
        }
        String indexedNameField = field;
        currentFieldType = null;
        Analyzer oldAnalyzer = getAnalyzer();
        try {
            currentFieldType = context.fieldMapper(field);
            if (currentFieldType != null) {
                if (!settings.forceAnalyzer()) {
                    setAnalyzer(context.getSearchAnalyzer(currentFieldType));
                }
                indexedNameField = currentFieldType.name();
            }
            return super.getWildcardQuery(indexedNameField, termStr);
        } catch (RuntimeException e) {
            if (settings.lenient()) {
                return null;
            }
            throw e;
        } finally {
            setAnalyzer(oldAnalyzer);
        }
    }

    @Override
    protected Query getRegexpQuery(String field, String termStr) throws ParseException {
        Collection<String> fields = extractMultiFields(field);
        if (fields != null) {
            if (fields.size() == 1) {
                return getRegexpQuerySingle(fields.iterator().next(), termStr);
            }
            if (settings.useDisMax()) {
                List<Query> queries = new ArrayList<>();
                boolean added = false;
                for (String mField : fields) {
                    Query q = getRegexpQuerySingle(mField, termStr);
                    if (q != null) {
                        added = true;
                        queries.add(applyBoost(mField, q));
                    }
                }
                if (!added) {
                    return null;
                }
                return new DisjunctionMaxQuery(queries, settings.tieBreaker());
            } else {
                List<BooleanClause> clauses = new ArrayList<>();
                for (String mField : fields) {
                    Query q = getRegexpQuerySingle(mField, termStr);
                    if (q != null) {
                        clauses.add(new BooleanClause(applyBoost(mField, q), BooleanClause.Occur.SHOULD));
                    }
                }
                if (clauses.isEmpty()) return null; // happens for stopwords
                return getBooleanQuery(clauses);
            }
        } else {
            return getRegexpQuerySingle(field, termStr);
        }
    }

    private Query getRegexpQuerySingle(String field, String termStr) throws ParseException {
        currentFieldType = null;
        Analyzer oldAnalyzer = getAnalyzer();
        try {
            currentFieldType = context.fieldMapper(field);
            if (currentFieldType != null) {
                if (!settings.forceAnalyzer()) {
                    setAnalyzer(context.getSearchAnalyzer(currentFieldType));
                }
                Query query = null;
                if (currentFieldType.tokenized() == false) {
                    query = currentFieldType.regexpQuery(termStr, RegExp.ALL,
                        getMaxDeterminizedStates(), getMultiTermRewriteMethod(), context);
                }
                if (query == null) {
                    query = super.getRegexpQuery(field, termStr);
                }
                return query;
            }
            return super.getRegexpQuery(field, termStr);
        } catch (RuntimeException e) {
            if (settings.lenient()) {
                return null;
            }
            throw e;
        } finally {
            setAnalyzer(oldAnalyzer);
        }
    }


    @Override
    protected Query getBooleanQuery(List<BooleanClause> clauses) throws ParseException {
        Query q = super.getBooleanQuery(clauses);
        if (q == null) {
            return null;
        }
        return fixNegativeQueryIfNeeded(q);
    }

    private Query applyBoost(String field, Query q) {
        Float fieldBoost = settings.fieldsAndWeights().get(field);
        if (fieldBoost != null && fieldBoost != 1f) {
            return new BoostQuery(q, fieldBoost);
        }
        return q;
    }

    private Query applySlop(Query q, int slop) {
        if (q instanceof PhraseQuery) {
            //make sure that the boost hasn't been set beforehand, otherwise we'd lose it
            assert q instanceof BoostQuery == false;
            return addSlopToPhrase((PhraseQuery) q, slop);
        } else if (q instanceof MultiPhraseQuery) {
            MultiPhraseQuery.Builder builder = new MultiPhraseQuery.Builder((MultiPhraseQuery) q);
            builder.setSlop(slop);
            return builder.build();
        } else if (q instanceof SpanQuery) {
            return addSlopToSpan((SpanQuery) q, slop);
        } else {
            return q;
        }
    }

    private Query addSlopToSpan(SpanQuery query, int slop) {
        if (query instanceof SpanNearQuery) {
            return new SpanNearQuery(((SpanNearQuery) query).getClauses(), slop,
                ((SpanNearQuery) query).isInOrder());
        } else if (query instanceof SpanOrQuery) {
            SpanQuery[] clauses = new SpanQuery[((SpanOrQuery) query).getClauses().length];
            int pos = 0;
            for (SpanQuery clause : ((SpanOrQuery) query).getClauses()) {
                clauses[pos++] = (SpanQuery) addSlopToSpan(clause, slop);
            }
            return new SpanOrQuery(clauses);
        } else {
            return query;
        }
    }

    /**
     * Rebuild a phrase query with a slop value
     */
    private PhraseQuery addSlopToPhrase(PhraseQuery query, int slop) {
        PhraseQuery.Builder builder = new PhraseQuery.Builder();
        builder.setSlop(slop);
        final Term[] terms = query.getTerms();
        final int[] positions = query.getPositions();
        for (int i = 0; i < terms.length; ++i) {
            builder.add(terms[i], positions[i]);
        }

        return builder.build();
    }

    private Collection<String> extractMultiFields(String field) {
        Collection<String> fields;
        if (field != null) {
            fields = context.simpleMatchToIndexNames(field);
        } else {
            fields = settings.fieldsAndWeights().keySet();
        }
        return fields;
    }

    @Override
    public Query parse(String query) throws ParseException {
        if (query.trim().isEmpty()) {
            // if the query string is empty we return no docs / empty result
            // the behavior is simple to change in the client if all docs is required
            // or a default query
            return new MatchNoDocsQuery();
        }
        return super.parse(query);
    }

    /**
     * Checks if graph analysis should be enabled for the field depending
     * on the provided {@link Analyzer}
     */
    protected Query createFieldQuery(Analyzer analyzer, BooleanClause.Occur operator, String field,
                                     String queryText, boolean quoted, int phraseSlop) {
        assert operator == BooleanClause.Occur.SHOULD || operator == BooleanClause.Occur.MUST;

        // Use the analyzer to get all the tokens, and then build an appropriate
        // query based on the analysis chain.
        try (TokenStream source = analyzer.tokenStream(field, queryText)) {
            if (source.hasAttribute(DisableGraphAttribute.class)) {
                /**
                 * A {@link TokenFilter} in this {@link TokenStream} disabled the graph analysis to avoid
                 * paths explosion. See {@link ShingleTokenFilterFactory} for details.
                 */
                setEnableGraphQueries(false);
            }
            Query query = super.createFieldQuery(source, operator, field, quoted, phraseSlop);
            setEnableGraphQueries(true);
            return query;
        } catch (IOException e) {
            throw new RuntimeException("Error analyzing query text", e);
        }
    }
}