Examples with SortedDoubleDocValuesStats org.apache.lucene.search.DocValuesStats.SortedDoubleDocValuesStats used on opensource projects

Example 1 with SortedDoubleDocValuesStats

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

the class TestDocValuesStatsCollector method testDocsWithMultipleDoubleValues.

public void testDocsWithMultipleDoubleValues() throws IOException {
    try (Directory dir = newDirectory();
        IndexWriter indexWriter = new IndexWriter(dir, newIndexWriterConfig())) {
        String field = "numeric";
        int numDocs = TestUtil.nextInt(random(), 1, 100);
        double[][] docValues = new double[numDocs][];
        double nextVal = 1;
        for (int i = 0; i < numDocs; i++) {
            Document doc = new Document();
            if (random().nextBoolean()) {
                // not all documents have a value
                int numValues = TestUtil.nextInt(random(), 1, 5);
                docValues[i] = new double[numValues];
                for (int j = 0; j < numValues; j++) {
                    doc.add(new SortedNumericDocValuesField(field, Double.doubleToRawLongBits(nextVal)));
                    docValues[i][j] = nextVal;
                    ++nextVal;
                }
                doc.add(new StringField("id", "doc" + i, Store.NO));
            }
            indexWriter.addDocument(doc);
        }
        // 20% of cases delete some docs
        if (random().nextDouble() < 0.2) {
            for (int i = 0; i < numDocs; i++) {
                if (random().nextBoolean()) {
                    indexWriter.deleteDocuments(new Term("id", "doc" + i));
                    docValues[i] = null;
                }
            }
        }
        try (DirectoryReader reader = DirectoryReader.open(indexWriter)) {
            IndexSearcher searcher = new IndexSearcher(reader);
            SortedDoubleDocValuesStats stats = new SortedDoubleDocValuesStats(field);
            searcher.search(new MatchAllDocsQuery(), new DocValuesStatsCollector(stats));
            assertEquals(nonNull(docValues).count(), stats.count());
            int numDocsWithoutField = (int) isNull(docValues).count();
            assertEquals(computeExpMissing(numDocsWithoutField, numDocs, reader), stats.missing());
            if (stats.count() > 0) {
                DoubleSummaryStatistics sumStats = filterAndFlatValues(docValues, (v) -> v != null).summaryStatistics();
                assertEquals(sumStats.getMax(), stats.max().longValue(), 0.00001);
                assertEquals(sumStats.getMin(), stats.min().longValue(), 0.00001);
                assertEquals(sumStats.getAverage(), stats.mean(), 0.00001);
                assertEquals(sumStats.getSum(), stats.sum().doubleValue(), 0.00001);
                assertEquals(sumStats.getCount(), stats.valuesCount());
                double variance = computeVariance(filterAndFlatValues(docValues, (v) -> v != null), stats.mean, stats.count());
                assertEquals(variance, stats.variance(), 0.00001);
                assertEquals(Math.sqrt(variance), stats.stdev(), 0.00001);
            }
        }
    }
}