Examples with SortField org.apache.lucene.search.SortField used on opensource projects

Example 46 with SortField

use of org.apache.lucene.search.SortField in project lucene-solr by apache.

the class TestExpressionValidation method testInvalidExternal.

public void testInvalidExternal() throws Exception {
    SimpleBindings bindings = new SimpleBindings();
    bindings.add(new SortField("valid", SortField.Type.INT));
    bindings.add("invalid", JavascriptCompiler.compile("badreference"));
    IllegalArgumentException expected = expectThrows(IllegalArgumentException.class, () -> {
        bindings.validate();
    });
    assertTrue(expected.getMessage().contains("Invalid reference"));
}

Example 47 with SortField

use of org.apache.lucene.search.SortField in project lucene-solr by apache.

the class TestExpressionValueSource method testDoubleValuesSourceEquals.

public void testDoubleValuesSourceEquals() throws Exception {
    Expression expr = JavascriptCompiler.compile("sqrt(a) + ln(b)");
    SimpleBindings bindings = new SimpleBindings();
    bindings.add(new SortField("a", SortField.Type.INT));
    bindings.add(new SortField("b", SortField.Type.INT));
    DoubleValuesSource vs1 = expr.getDoubleValuesSource(bindings);
    // same instance
    assertEquals(vs1, vs1);
    // null
    assertFalse(vs1.equals(null));
    // other object
    assertFalse(vs1.equals("foobar"));
    // same bindings and expression instances
    DoubleValuesSource vs2 = expr.getDoubleValuesSource(bindings);
    assertEquals(vs1.hashCode(), vs2.hashCode());
    assertEquals(vs1, vs2);
    // equiv bindings (different instance)
    SimpleBindings bindings2 = new SimpleBindings();
    bindings2.add(new SortField("a", SortField.Type.INT));
    bindings2.add(new SortField("b", SortField.Type.INT));
    DoubleValuesSource vs3 = expr.getDoubleValuesSource(bindings2);
    assertEquals(vs1, vs3);
    // different bindings (same names, different types)
    SimpleBindings bindings3 = new SimpleBindings();
    bindings3.add(new SortField("a", SortField.Type.LONG));
    bindings3.add(new SortField("b", SortField.Type.FLOAT));
    DoubleValuesSource vs4 = expr.getDoubleValuesSource(bindings3);
    assertFalse(vs1.equals(vs4));
}

Example 48 with SortField

use of org.apache.lucene.search.SortField in project lucene-solr by apache.

the class TestGrouping method fillFields.

@SuppressWarnings({ "unchecked", "rawtypes" })
private Comparable<?>[] fillFields(GroupDoc d, Sort sort) {
    final SortField[] sortFields = sort.getSort();
    final Comparable<?>[] fields = new Comparable[sortFields.length];
    for (int fieldIDX = 0; fieldIDX < sortFields.length; fieldIDX++) {
        final Comparable<?> c;
        final SortField sf = sortFields[fieldIDX];
        if (sf.getType() == SortField.Type.SCORE) {
            c = d.score;
        } else if (sf.getField().equals("sort1")) {
            c = d.sort1;
        } else if (sf.getField().equals("sort2")) {
            c = d.sort2;
        } else {
            assertEquals("id", sf.getField());
            c = d.id;
        }
        fields[fieldIDX] = c;
    }
    return fields;
}

Example 49 with SortField

use of org.apache.lucene.search.SortField in project lucene-solr by apache.

the class TestGrouping method getRandomSort.

private Sort getRandomSort() {
    final List<SortField> sortFields = new ArrayList<>();
    if (random().nextInt(7) == 2) {
        sortFields.add(SortField.FIELD_SCORE);
    } else {
        if (random().nextBoolean()) {
            if (random().nextBoolean()) {
                sortFields.add(new SortField("sort1", SortField.Type.STRING, random().nextBoolean()));
            } else {
                sortFields.add(new SortField("sort2", SortField.Type.STRING, random().nextBoolean()));
            }
        } else if (random().nextBoolean()) {
            sortFields.add(new SortField("sort1", SortField.Type.STRING, random().nextBoolean()));
            sortFields.add(new SortField("sort2", SortField.Type.STRING, random().nextBoolean()));
        }
    }
    // Break ties:
    sortFields.add(new SortField("id", SortField.Type.INT));
    return new Sort(sortFields.toArray(new SortField[sortFields.size()]));
}

Example 50 with SortField

use of org.apache.lucene.search.SortField in project lucene-solr by apache.

the class TestGrouping method testRandom.

public void testRandom() throws Exception {
    int numberOfRuns = TestUtil.nextInt(random(), 3, 6);
    for (int iter = 0; iter < numberOfRuns; iter++) {
        if (VERBOSE) {
            System.out.println("TEST: iter=" + iter);
        }
        final int numDocs = TestUtil.nextInt(random(), 100, 1000) * RANDOM_MULTIPLIER;
        //final int numDocs = _TestUtil.nextInt(random, 5, 20);
        final int numGroups = TestUtil.nextInt(random(), 1, numDocs);
        if (VERBOSE) {
            System.out.println("TEST: numDocs=" + numDocs + " numGroups=" + numGroups);
        }
        final List<BytesRef> groups = new ArrayList<>();
        for (int i = 0; i < numGroups; i++) {
            String randomValue;
            do {
                // B/c of DV based impl we can't see the difference between an empty string and a null value.
                // For that reason we don't generate empty string
                // groups.
                randomValue = TestUtil.randomRealisticUnicodeString(random());
            //randomValue = TestUtil.randomSimpleString(random());
            } while ("".equals(randomValue));
            groups.add(new BytesRef(randomValue));
        }
        final String[] contentStrings = new String[TestUtil.nextInt(random(), 2, 20)];
        if (VERBOSE) {
            System.out.println("TEST: create fake content");
        }
        for (int contentIDX = 0; contentIDX < contentStrings.length; contentIDX++) {
            final StringBuilder sb = new StringBuilder();
            sb.append("real").append(random().nextInt(3)).append(' ');
            final int fakeCount = random().nextInt(10);
            for (int fakeIDX = 0; fakeIDX < fakeCount; fakeIDX++) {
                sb.append("fake ");
            }
            contentStrings[contentIDX] = sb.toString();
            if (VERBOSE) {
                System.out.println("  content=" + sb.toString());
            }
        }
        Directory dir = newDirectory();
        RandomIndexWriter w = new RandomIndexWriter(random(), dir, newIndexWriterConfig(new MockAnalyzer(random())));
        Document doc = new Document();
        Document docNoGroup = new Document();
        Field idvGroupField = new SortedDocValuesField("group", new BytesRef());
        doc.add(idvGroupField);
        docNoGroup.add(idvGroupField);
        Field group = newStringField("group", "", Field.Store.NO);
        doc.add(group);
        Field sort1 = new SortedDocValuesField("sort1", new BytesRef());
        doc.add(sort1);
        docNoGroup.add(sort1);
        Field sort2 = new SortedDocValuesField("sort2", new BytesRef());
        doc.add(sort2);
        docNoGroup.add(sort2);
        Field content = newTextField("content", "", Field.Store.NO);
        doc.add(content);
        docNoGroup.add(content);
        NumericDocValuesField idDV = new NumericDocValuesField("id", 0);
        doc.add(idDV);
        docNoGroup.add(idDV);
        final GroupDoc[] groupDocs = new GroupDoc[numDocs];
        for (int i = 0; i < numDocs; i++) {
            final BytesRef groupValue;
            if (random().nextInt(24) == 17) {
                // So we test the "doc doesn't have the group'd
                // field" case:
                groupValue = null;
            } else {
                groupValue = groups.get(random().nextInt(groups.size()));
            }
            final GroupDoc groupDoc = new GroupDoc(i, groupValue, groups.get(random().nextInt(groups.size())), groups.get(random().nextInt(groups.size())), contentStrings[random().nextInt(contentStrings.length)]);
            if (VERBOSE) {
                System.out.println("  doc content=" + groupDoc.content + " id=" + i + " group=" + (groupDoc.group == null ? "null" : groupDoc.group.utf8ToString()) + " sort1=" + groupDoc.sort1.utf8ToString() + " sort2=" + groupDoc.sort2.utf8ToString());
            }
            groupDocs[i] = groupDoc;
            if (groupDoc.group != null) {
                group.setStringValue(groupDoc.group.utf8ToString());
                idvGroupField.setBytesValue(BytesRef.deepCopyOf(groupDoc.group));
            } else {
                // TODO: not true
                // Must explicitly set empty string, else eg if
                // the segment has all docs missing the field then
                // we get null back instead of empty BytesRef:
                idvGroupField.setBytesValue(new BytesRef());
            }
            sort1.setBytesValue(BytesRef.deepCopyOf(groupDoc.sort1));
            sort2.setBytesValue(BytesRef.deepCopyOf(groupDoc.sort2));
            content.setStringValue(groupDoc.content);
            idDV.setLongValue(groupDoc.id);
            if (groupDoc.group == null) {
                w.addDocument(docNoGroup);
            } else {
                w.addDocument(doc);
            }
        }
        final GroupDoc[] groupDocsByID = new GroupDoc[groupDocs.length];
        System.arraycopy(groupDocs, 0, groupDocsByID, 0, groupDocs.length);
        final DirectoryReader r = w.getReader();
        w.close();
        NumericDocValues values = MultiDocValues.getNumericValues(r, "id");
        int[] docIDToID = new int[r.maxDoc()];
        for (int i = 0; i < r.maxDoc(); i++) {
            assertEquals(i, values.nextDoc());
            docIDToID[i] = (int) values.longValue();
        }
        DirectoryReader rBlocks = null;
        Directory dirBlocks = null;
        final IndexSearcher s = newSearcher(r);
        if (VERBOSE) {
            System.out.println("\nTEST: searcher=" + s);
        }
        final ShardState shards = new ShardState(s);
        Set<Integer> seenIDs = new HashSet<>();
        for (int contentID = 0; contentID < 3; contentID++) {
            final ScoreDoc[] hits = s.search(new TermQuery(new Term("content", "real" + contentID)), numDocs).scoreDocs;
            for (ScoreDoc hit : hits) {
                int idValue = docIDToID[hit.doc];
                final GroupDoc gd = groupDocs[idValue];
                seenIDs.add(idValue);
                assertTrue(gd.score == 0.0);
                gd.score = hit.score;
                assertEquals(gd.id, idValue);
            }
        }
        // make sure all groups were seen across the hits
        assertEquals(groupDocs.length, seenIDs.size());
        for (GroupDoc gd : groupDocs) {
            assertTrue(Float.isFinite(gd.score));
            assertTrue(gd.score >= 0.0);
        }
        // Build 2nd index, where docs are added in blocks by
        // group, so we can use single pass collector
        dirBlocks = newDirectory();
        rBlocks = getDocBlockReader(dirBlocks, groupDocs);
        final Query lastDocInBlock = new TermQuery(new Term("groupend", "x"));
        final IndexSearcher sBlocks = newSearcher(rBlocks);
        final ShardState shardsBlocks = new ShardState(sBlocks);
        // ReaderBlocks only increases maxDoc() vs reader, which
        // means a monotonic shift in scores, so we can
        // reliably remap them w/ Map:
        final Map<String, Map<Float, Float>> scoreMap = new HashMap<>();
        values = MultiDocValues.getNumericValues(rBlocks, "id");
        assertNotNull(values);
        int[] docIDToIDBlocks = new int[rBlocks.maxDoc()];
        for (int i = 0; i < rBlocks.maxDoc(); i++) {
            assertEquals(i, values.nextDoc());
            docIDToIDBlocks[i] = (int) values.longValue();
        }
        //System.out.println("fixup score2");
        for (int contentID = 0; contentID < 3; contentID++) {
            //System.out.println("  term=real" + contentID);
            final Map<Float, Float> termScoreMap = new HashMap<>();
            scoreMap.put("real" + contentID, termScoreMap);
            //System.out.println("term=real" + contentID + " dfold=" + s.docFreq(new Term("content", "real"+contentID)) +
            //" dfnew=" + sBlocks.docFreq(new Term("content", "real"+contentID)));
            final ScoreDoc[] hits = sBlocks.search(new TermQuery(new Term("content", "real" + contentID)), numDocs).scoreDocs;
            for (ScoreDoc hit : hits) {
                final GroupDoc gd = groupDocsByID[docIDToIDBlocks[hit.doc]];
                assertTrue(gd.score2 == 0.0);
                gd.score2 = hit.score;
                assertEquals(gd.id, docIDToIDBlocks[hit.doc]);
                //System.out.println("    score=" + gd.score + " score2=" + hit.score + " id=" + docIDToIDBlocks[hit.doc]);
                termScoreMap.put(gd.score, gd.score2);
            }
        }
        for (int searchIter = 0; searchIter < 100; searchIter++) {
            if (VERBOSE) {
                System.out.println("\nTEST: searchIter=" + searchIter);
            }
            final String searchTerm = "real" + random().nextInt(3);
            final boolean fillFields = random().nextBoolean();
            boolean getScores = random().nextBoolean();
            final boolean getMaxScores = random().nextBoolean();
            final Sort groupSort = getRandomSort();
            //final Sort groupSort = new Sort(new SortField[] {new SortField("sort1", SortField.STRING), new SortField("id", SortField.INT)});
            final Sort docSort = getRandomSort();
            getScores |= (groupSort.needsScores() || docSort.needsScores());
            final int topNGroups = TestUtil.nextInt(random(), 1, 30);
            //final int topNGroups = 10;
            final int docsPerGroup = TestUtil.nextInt(random(), 1, 50);
            final int groupOffset = TestUtil.nextInt(random(), 0, (topNGroups - 1) / 2);
            //final int groupOffset = 0;
            final int docOffset = TestUtil.nextInt(random(), 0, docsPerGroup - 1);
            //final int docOffset = 0;
            final boolean doCache = random().nextBoolean();
            final boolean doAllGroups = random().nextBoolean();
            if (VERBOSE) {
                System.out.println("TEST: groupSort=" + groupSort + " docSort=" + docSort + " searchTerm=" + searchTerm + " dF=" + r.docFreq(new Term("content", searchTerm)) + " dFBlock=" + rBlocks.docFreq(new Term("content", searchTerm)) + " topNGroups=" + topNGroups + " groupOffset=" + groupOffset + " docOffset=" + docOffset + " doCache=" + doCache + " docsPerGroup=" + docsPerGroup + " doAllGroups=" + doAllGroups + " getScores=" + getScores + " getMaxScores=" + getMaxScores);
            }
            String groupField = "group";
            if (VERBOSE) {
                System.out.println("  groupField=" + groupField);
            }
            final FirstPassGroupingCollector<?> c1 = createRandomFirstPassCollector(groupField, groupSort, groupOffset + topNGroups);
            final CachingCollector cCache;
            final Collector c;
            final AllGroupsCollector<?> allGroupsCollector;
            if (doAllGroups) {
                allGroupsCollector = createAllGroupsCollector(c1, groupField);
            } else {
                allGroupsCollector = null;
            }
            final boolean useWrappingCollector = random().nextBoolean();
            if (doCache) {
                final double maxCacheMB = random().nextDouble();
                if (VERBOSE) {
                    System.out.println("TEST: maxCacheMB=" + maxCacheMB);
                }
                if (useWrappingCollector) {
                    if (doAllGroups) {
                        cCache = CachingCollector.create(c1, true, maxCacheMB);
                        c = MultiCollector.wrap(cCache, allGroupsCollector);
                    } else {
                        c = cCache = CachingCollector.create(c1, true, maxCacheMB);
                    }
                } else {
                    // Collect only into cache, then replay multiple times:
                    c = cCache = CachingCollector.create(true, maxCacheMB);
                }
            } else {
                cCache = null;
                if (doAllGroups) {
                    c = MultiCollector.wrap(c1, allGroupsCollector);
                } else {
                    c = c1;
                }
            }
            // Search top reader:
            final Query query = new TermQuery(new Term("content", searchTerm));
            s.search(query, c);
            if (doCache && !useWrappingCollector) {
                if (cCache.isCached()) {
                    // Replay for first-pass grouping
                    cCache.replay(c1);
                    if (doAllGroups) {
                        // Replay for all groups:
                        cCache.replay(allGroupsCollector);
                    }
                } else {
                    // Replay by re-running search:
                    s.search(query, c1);
                    if (doAllGroups) {
                        s.search(query, allGroupsCollector);
                    }
                }
            }
            // Get 1st pass top groups
            final Collection<SearchGroup<BytesRef>> topGroups = getSearchGroups(c1, groupOffset, fillFields);
            final TopGroups<BytesRef> groupsResult;
            if (VERBOSE) {
                System.out.println("TEST: first pass topGroups");
                if (topGroups == null) {
                    System.out.println("  null");
                } else {
                    for (SearchGroup<BytesRef> searchGroup : topGroups) {
                        System.out.println("  " + (searchGroup.groupValue == null ? "null" : searchGroup.groupValue) + ": " + Arrays.deepToString(searchGroup.sortValues));
                    }
                }
            }
            // Get 1st pass top groups using shards
            final TopGroups<BytesRef> topGroupsShards = searchShards(s, shards.subSearchers, query, groupSort, docSort, groupOffset, topNGroups, docOffset, docsPerGroup, getScores, getMaxScores, true, true);
            final TopGroupsCollector<?> c2;
            if (topGroups != null) {
                if (VERBOSE) {
                    System.out.println("TEST: topGroups");
                    for (SearchGroup<BytesRef> searchGroup : topGroups) {
                        System.out.println("  " + (searchGroup.groupValue == null ? "null" : searchGroup.groupValue.utf8ToString()) + ": " + Arrays.deepToString(searchGroup.sortValues));
                    }
                }
                c2 = createSecondPassCollector(c1, groupSort, docSort, groupOffset, docOffset + docsPerGroup, getScores, getMaxScores, fillFields);
                if (doCache) {
                    if (cCache.isCached()) {
                        if (VERBOSE) {
                            System.out.println("TEST: cache is intact");
                        }
                        cCache.replay(c2);
                    } else {
                        if (VERBOSE) {
                            System.out.println("TEST: cache was too large");
                        }
                        s.search(query, c2);
                    }
                } else {
                    s.search(query, c2);
                }
                if (doAllGroups) {
                    TopGroups<BytesRef> tempTopGroups = getTopGroups(c2, docOffset);
                    groupsResult = new TopGroups<>(tempTopGroups, allGroupsCollector.getGroupCount());
                } else {
                    groupsResult = getTopGroups(c2, docOffset);
                }
            } else {
                c2 = null;
                groupsResult = null;
                if (VERBOSE) {
                    System.out.println("TEST:   no results");
                }
            }
            final TopGroups<BytesRef> expectedGroups = slowGrouping(groupDocs, searchTerm, fillFields, getScores, getMaxScores, doAllGroups, groupSort, docSort, topNGroups, docsPerGroup, groupOffset, docOffset);
            if (VERBOSE) {
                if (expectedGroups == null) {
                    System.out.println("TEST: no expected groups");
                } else {
                    System.out.println("TEST: expected groups totalGroupedHitCount=" + expectedGroups.totalGroupedHitCount);
                    for (GroupDocs<BytesRef> gd : expectedGroups.groups) {
                        System.out.println("  group=" + (gd.groupValue == null ? "null" : gd.groupValue) + " totalHits=" + gd.totalHits + " scoreDocs.len=" + gd.scoreDocs.length);
                        for (ScoreDoc sd : gd.scoreDocs) {
                            System.out.println("    id=" + sd.doc + " score=" + sd.score);
                        }
                    }
                }
                if (groupsResult == null) {
                    System.out.println("TEST: no matched groups");
                } else {
                    System.out.println("TEST: matched groups totalGroupedHitCount=" + groupsResult.totalGroupedHitCount);
                    for (GroupDocs<BytesRef> gd : groupsResult.groups) {
                        System.out.println("  group=" + (gd.groupValue == null ? "null" : gd.groupValue) + " totalHits=" + gd.totalHits);
                        for (ScoreDoc sd : gd.scoreDocs) {
                            System.out.println("    id=" + docIDToID[sd.doc] + " score=" + sd.score);
                        }
                    }
                    if (searchIter == 14) {
                        for (int docIDX = 0; docIDX < s.getIndexReader().maxDoc(); docIDX++) {
                            System.out.println("ID=" + docIDToID[docIDX] + " explain=" + s.explain(query, docIDX));
                        }
                    }
                }
                if (topGroupsShards == null) {
                    System.out.println("TEST: no matched-merged groups");
                } else {
                    System.out.println("TEST: matched-merged groups totalGroupedHitCount=" + topGroupsShards.totalGroupedHitCount);
                    for (GroupDocs<BytesRef> gd : topGroupsShards.groups) {
                        System.out.println("  group=" + (gd.groupValue == null ? "null" : gd.groupValue) + " totalHits=" + gd.totalHits);
                        for (ScoreDoc sd : gd.scoreDocs) {
                            System.out.println("    id=" + docIDToID[sd.doc] + " score=" + sd.score);
                        }
                    }
                }
            }
            assertEquals(docIDToID, expectedGroups, groupsResult, true, true, true, getScores, true);
            // Confirm merged shards match:
            assertEquals(docIDToID, expectedGroups, topGroupsShards, true, false, fillFields, getScores, true);
            if (topGroupsShards != null) {
                verifyShards(shards.docStarts, topGroupsShards);
            }
            final boolean needsScores = getScores || getMaxScores || docSort == null;
            final BlockGroupingCollector c3 = new BlockGroupingCollector(groupSort, groupOffset + topNGroups, needsScores, sBlocks.createNormalizedWeight(lastDocInBlock, false));
            final AllGroupsCollector<BytesRef> allGroupsCollector2;
            final Collector c4;
            if (doAllGroups) {
                // NOTE: must be "group" and not "group_dv"
                // (groupField) because we didn't index doc
                // values in the block index:
                allGroupsCollector2 = new AllGroupsCollector<>(new TermGroupSelector("group"));
                c4 = MultiCollector.wrap(c3, allGroupsCollector2);
            } else {
                allGroupsCollector2 = null;
                c4 = c3;
            }
            // Get block grouping result:
            sBlocks.search(query, c4);
            @SuppressWarnings({ "unchecked", "rawtypes" }) final TopGroups<BytesRef> tempTopGroupsBlocks = (TopGroups<BytesRef>) c3.getTopGroups(docSort, groupOffset, docOffset, docOffset + docsPerGroup, fillFields);
            final TopGroups<BytesRef> groupsResultBlocks;
            if (doAllGroups && tempTopGroupsBlocks != null) {
                assertEquals((int) tempTopGroupsBlocks.totalGroupCount, allGroupsCollector2.getGroupCount());
                groupsResultBlocks = new TopGroups<>(tempTopGroupsBlocks, allGroupsCollector2.getGroupCount());
            } else {
                groupsResultBlocks = tempTopGroupsBlocks;
            }
            if (VERBOSE) {
                if (groupsResultBlocks == null) {
                    System.out.println("TEST: no block groups");
                } else {
                    System.out.println("TEST: block groups totalGroupedHitCount=" + groupsResultBlocks.totalGroupedHitCount);
                    boolean first = true;
                    for (GroupDocs<BytesRef> gd : groupsResultBlocks.groups) {
                        System.out.println("  group=" + (gd.groupValue == null ? "null" : gd.groupValue.utf8ToString()) + " totalHits=" + gd.totalHits);
                        for (ScoreDoc sd : gd.scoreDocs) {
                            System.out.println("    id=" + docIDToIDBlocks[sd.doc] + " score=" + sd.score);
                            if (first) {
                                System.out.println("explain: " + sBlocks.explain(query, sd.doc));
                                first = false;
                            }
                        }
                    }
                }
            }
            // Get shard'd block grouping result:
            final TopGroups<BytesRef> topGroupsBlockShards = searchShards(sBlocks, shardsBlocks.subSearchers, query, groupSort, docSort, groupOffset, topNGroups, docOffset, docsPerGroup, getScores, getMaxScores, false, false);
            if (expectedGroups != null) {
                // Fixup scores for reader2
                for (GroupDocs<?> groupDocsHits : expectedGroups.groups) {
                    for (ScoreDoc hit : groupDocsHits.scoreDocs) {
                        final GroupDoc gd = groupDocsByID[hit.doc];
                        assertEquals(gd.id, hit.doc);
                        //System.out.println("fixup score " + hit.score + " to " + gd.score2 + " vs " + gd.score);
                        hit.score = gd.score2;
                    }
                }
                final SortField[] sortFields = groupSort.getSort();
                final Map<Float, Float> termScoreMap = scoreMap.get(searchTerm);
                for (int groupSortIDX = 0; groupSortIDX < sortFields.length; groupSortIDX++) {
                    if (sortFields[groupSortIDX].getType() == SortField.Type.SCORE) {
                        for (GroupDocs<?> groupDocsHits : expectedGroups.groups) {
                            if (groupDocsHits.groupSortValues != null) {
                                //System.out.println("remap " + groupDocsHits.groupSortValues[groupSortIDX] + " to " + termScoreMap.get(groupDocsHits.groupSortValues[groupSortIDX]));
                                groupDocsHits.groupSortValues[groupSortIDX] = termScoreMap.get(groupDocsHits.groupSortValues[groupSortIDX]);
                                assertNotNull(groupDocsHits.groupSortValues[groupSortIDX]);
                            }
                        }
                    }
                }
                final SortField[] docSortFields = docSort.getSort();
                for (int docSortIDX = 0; docSortIDX < docSortFields.length; docSortIDX++) {
                    if (docSortFields[docSortIDX].getType() == SortField.Type.SCORE) {
                        for (GroupDocs<?> groupDocsHits : expectedGroups.groups) {
                            for (ScoreDoc _hit : groupDocsHits.scoreDocs) {
                                FieldDoc hit = (FieldDoc) _hit;
                                if (hit.fields != null) {
                                    hit.fields[docSortIDX] = termScoreMap.get(hit.fields[docSortIDX]);
                                    assertNotNull(hit.fields[docSortIDX]);
                                }
                            }
                        }
                    }
                }
            }
            assertEquals(docIDToIDBlocks, expectedGroups, groupsResultBlocks, false, true, true, getScores, false);
            assertEquals(docIDToIDBlocks, expectedGroups, topGroupsBlockShards, false, false, fillFields, getScores, false);
        }
        r.close();
        dir.close();
        rBlocks.close();
        dirBlocks.close();
    }
}