Examples with And org.locationtech.geowave.core.store.query.filter.expression.And used on opensource projects

Example 1 with And

use of org.locationtech.geowave.core.store.query.filter.expression.And in project geowave by locationtech.

the class DeleteStatementTest method testComplexStatement.

@Test
public void testComplexStatement() {
    final DataStore dataStore = createDataStore();
    final Statement statement = GWQLParser.parseStatement(dataStore, "DELETE FROM type " + "WHERE (pop < 1) " + "AND ((pop > 48 OR pid > 'a') AND (pop BETWEEN 0 AND 10 OR pid <= 'b'))");
    assertTrue(statement instanceof DeleteStatement);
    final DeleteStatement<?> deleteStatement = (DeleteStatement<?>) statement;
    assertNotNull(deleteStatement.getAdapter());
    assertEquals("type", deleteStatement.getAdapter().getTypeName());
    assertNotNull(deleteStatement.getFilter());
    final Filter filter = deleteStatement.getFilter();
    assertTrue(filter instanceof And);
    And andFilter = (And) filter;
    assertTrue(andFilter.getChildren().length == 2);
    assertTrue(andFilter.getChildren()[0] instanceof NumericComparisonOperator);
    NumericComparisonOperator compareOp = (NumericComparisonOperator) andFilter.getChildren()[0];
    assertTrue(compareOp.getCompareOp().equals(CompareOp.LESS_THAN));
    assertTrue(compareOp.getExpression1() instanceof NumericFieldValue);
    assertEquals("pop", ((NumericFieldValue) compareOp.getExpression1()).getFieldName());
    assertTrue(compareOp.getExpression2() instanceof NumericLiteral);
    assertEquals(1, ((NumericLiteral) compareOp.getExpression2()).getValue(), 0.00001);
    assertTrue(andFilter.getChildren()[1] instanceof And);
    andFilter = (And) andFilter.getChildren()[1];
    assertTrue(andFilter.getChildren().length == 2);
    assertTrue(andFilter.getChildren()[0] instanceof Or);
    Or orFilter = (Or) andFilter.getChildren()[0];
    assertTrue(orFilter.getChildren().length == 2);
    assertTrue(orFilter.getChildren()[0] instanceof NumericComparisonOperator);
    final NumericComparisonOperator numericCompare = (NumericComparisonOperator) orFilter.getChildren()[0];
    assertTrue(numericCompare.getExpression1() instanceof NumericFieldValue);
    assertEquals("pop", ((NumericFieldValue) numericCompare.getExpression1()).getFieldName());
    assertTrue(numericCompare.getExpression2() instanceof NumericLiteral);
    assertEquals(48, ((NumericLiteral) numericCompare.getExpression2()).evaluateValue(null), 0.00001);
    assertTrue(orFilter.getChildren()[1] instanceof TextComparisonOperator);
    TextComparisonOperator textCompareOp = (TextComparisonOperator) orFilter.getChildren()[1];
    assertTrue(textCompareOp.getCompareOp().equals(CompareOp.GREATER_THAN));
    assertTrue(textCompareOp.getExpression1() instanceof TextFieldValue);
    assertEquals("pid", ((TextFieldValue) textCompareOp.getExpression1()).getFieldName());
    assertTrue(textCompareOp.getExpression2() instanceof TextLiteral);
    assertEquals("a", ((TextLiteral) textCompareOp.getExpression2()).getValue());
    assertTrue(andFilter.getChildren()[1] instanceof Or);
    orFilter = (Or) andFilter.getChildren()[1];
    assertTrue(orFilter.getChildren().length == 2);
    assertTrue(orFilter.getChildren()[0] instanceof NumericBetween);
    NumericBetween between = (NumericBetween) orFilter.getChildren()[0];
    assertTrue(between.getValue() instanceof NumericFieldValue);
    assertEquals("pop", ((NumericFieldValue) between.getValue()).getFieldName());
    assertTrue(between.getLowerBound() instanceof NumericLiteral);
    assertEquals(0, ((NumericLiteral) between.getLowerBound()).getValue(), 0.00001);
    assertTrue(between.getUpperBound() instanceof NumericLiteral);
    assertEquals(10, ((NumericLiteral) between.getUpperBound()).getValue(), 0.00001);
    assertTrue(orFilter.getChildren()[1] instanceof TextComparisonOperator);
    textCompareOp = (TextComparisonOperator) orFilter.getChildren()[1];
    assertTrue(textCompareOp.getCompareOp().equals(CompareOp.LESS_THAN_OR_EQUAL));
    assertTrue(textCompareOp.getExpression1() instanceof TextFieldValue);
    assertEquals("pid", ((TextFieldValue) textCompareOp.getExpression1()).getFieldName());
    assertTrue(textCompareOp.getExpression2() instanceof TextLiteral);
    assertEquals("b", ((TextLiteral) textCompareOp.getExpression2()).getValue());
}

Example 2 with And

use of org.locationtech.geowave.core.store.query.filter.expression.And in project geowave by locationtech.

the class GWQLParserTest method testExpressionFunctions.

@Test
public void testExpressionFunctions() {
    final DataStore dataStore = createDataStore();
    final String statement = "SELECT * FROM type WHERE abs(pop) > 10 AND strStartsWith(concat(pid, 'value'), 'abc')";
    final Statement gwStatement = GWQLParser.parseStatement(dataStore, statement);
    assertTrue(gwStatement instanceof SelectStatement);
    final SelectStatement<?> selectStatement = (SelectStatement<?>) gwStatement;
    assertFalse(selectStatement.isAggregation());
    assertNotNull(selectStatement.getAdapter());
    assertEquals("type", selectStatement.getAdapter().getTypeName());
    assertNotNull(selectStatement.getFilter());
    final Filter filter = selectStatement.getFilter();
    assertTrue(filter instanceof And);
    final And and = (And) filter;
    assertEquals(2, and.getChildren().length);
    assertTrue(and.getChildren()[0] instanceof NumericComparisonOperator);
    final NumericComparisonOperator compareOp = (NumericComparisonOperator) and.getChildren()[0];
    assertTrue(compareOp.getCompareOp().equals(CompareOp.GREATER_THAN));
    assertTrue(compareOp.getExpression1() instanceof Abs);
    assertTrue(((Abs) compareOp.getExpression1()).getExpression() instanceof NumericFieldValue);
    assertEquals("pop", ((NumericFieldValue) ((Abs) compareOp.getExpression1()).getExpression()).getFieldName());
    assertTrue(compareOp.getExpression2() instanceof NumericLiteral);
    assertEquals(10.0, ((NumericLiteral) compareOp.getExpression2()).getValue(), 0.00001);
    assertTrue(and.getChildren()[1] instanceof StartsWith);
    final StartsWith startsWith = (StartsWith) and.getChildren()[1];
    assertTrue(startsWith.getExpression1() instanceof Concat);
    assertTrue(((Concat) startsWith.getExpression1()).getExpression1() instanceof TextFieldValue);
    assertEquals("pid", ((TextFieldValue) ((Concat) startsWith.getExpression1()).getExpression1()).getFieldName());
    assertTrue(((Concat) startsWith.getExpression1()).getExpression2() instanceof TextLiteral);
    assertEquals("value", ((TextLiteral) ((Concat) startsWith.getExpression1()).getExpression2()).getValue());
    assertTrue(startsWith.getExpression2() instanceof TextLiteral);
    assertEquals("abc", ((TextLiteral) startsWith.getExpression2()).getValue());
}

Example 3 with And

use of org.locationtech.geowave.core.store.query.filter.expression.And in project geowave by locationtech.

the class SelectStatementTest method testAllColumnsWithFilterAndLimit.

@Test
public void testAllColumnsWithFilterAndLimit() throws ParseException, IOException {
    final DataStore dataStore = createDataStore();
    final String statement = "SELECT * FROM type WHERE pop BETWEEN 1000 AND 2000 and pid > 'abc' LIMIT 1";
    final Statement gwStatement = GWQLParser.parseStatement(dataStore, statement);
    assertTrue(gwStatement instanceof SelectStatement);
    final SelectStatement<?> selectStatement = (SelectStatement<?>) gwStatement;
    assertFalse(selectStatement.isAggregation());
    assertNotNull(selectStatement.getAdapter());
    assertEquals("type", selectStatement.getAdapter().getTypeName());
    assertNotNull(selectStatement.getFilter());
    Filter filter = selectStatement.getFilter();
    assertTrue(filter instanceof And);
    And andFilter = (And) filter;
    assertTrue(andFilter.getChildren().length == 2);
    assertTrue(andFilter.getChildren()[0] instanceof NumericBetween);
    assertTrue(andFilter.getChildren()[1] instanceof TextComparisonOperator);
    assertNotNull(selectStatement.getLimit());
    assertEquals(1, selectStatement.getLimit().intValue());
}

Example 4 with And

use of org.locationtech.geowave.core.store.query.filter.expression.And in project geowave by locationtech.

the class ExpressionQueryIT method testTemporalExpressionQueriesTemporalIndex.

@Test
public void testTemporalExpressionQueriesTemporalIndex() {
    final DataStore ds = dataStore.createDataStore();
    final DataTypeAdapter<SimpleFeature> adapter = createDataAdapter();
    final Index spatialIndex = SpatialDimensionalityTypeProvider.createIndexFromOptions(new SpatialOptions());
    final Index temporalIndex = TemporalDimensionalityTypeProvider.createIndexFromOptions(new TemporalOptions());
    ds.addType(adapter, spatialIndex, temporalIndex);
    final PersistentAdapterStore adapterStore = dataStore.createAdapterStore();
    final InternalAdapterStore internalAdapterStore = dataStore.createInternalAdapterStore();
    final AdapterIndexMappingStore aimStore = dataStore.createAdapterIndexMappingStore();
    final IndexStore indexStore = dataStore.createIndexStore();
    final DataStatisticsStore statsStore = dataStore.createDataStatisticsStore();
    final InternalDataAdapter<?> internalAdapter = adapterStore.getAdapter(internalAdapterStore.getAdapterId(TYPE_NAME));
    // Ingest data
    ingestData(ds);
    // ///////////////////////////////////////////////////
    // After
    // ///////////////////////////////////////////////////
    Query<SimpleFeature> query = QueryBuilder.newBuilder(SimpleFeature.class).filter(TIMESTAMP.isAfter(new Date(ONE_DAY_MILLIS * (TOTAL_FEATURES / 2)))).build();
    QueryConstraints queryConstraints = assertBestIndex(internalAdapter, temporalIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    ExplicitFilteredQuery constraints = (ExplicitFilteredQuery) queryConstraints;
    List<QueryFilter> filters = constraints.createFilters(temporalIndex);
    assertEquals(1, filters.size());
    Filter filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    assertTrue(filter instanceof org.locationtech.geowave.core.geotime.store.query.filter.expression.temporal.After);
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(TOTAL_FEATURES / 2 - 1, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Before
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(TIMESTAMP.isBefore(ONE_DAY_MILLIS * (TOTAL_FEATURES / 2))).build();
    queryConstraints = assertBestIndex(internalAdapter, temporalIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(temporalIndex);
    assertEquals(1, filters.size());
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    assertTrue(filter instanceof Before);
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(TOTAL_FEATURES / 2, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // During or After
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(TIMESTAMP.isDuringOrAfter(ONE_DAY_MILLIS * (TOTAL_FEATURES / 2))).build();
    queryConstraints = assertBestIndex(internalAdapter, temporalIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(temporalIndex);
    assertEquals(1, filters.size());
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    assertTrue(filter instanceof DuringOrAfter);
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(TOTAL_FEATURES / 2, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Before or During
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(TIMESTAMP.isBeforeOrDuring(ONE_DAY_MILLIS * (TOTAL_FEATURES / 2))).build();
    queryConstraints = assertBestIndex(internalAdapter, temporalIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(temporalIndex);
    assertEquals(1, filters.size());
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    assertTrue(filter instanceof BeforeOrDuring);
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(TOTAL_FEATURES / 2 + 1, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // During
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(TIMESTAMP.isDuring(Interval.of(Instant.ofEpochMilli(ONE_DAY_MILLIS * 5), Instant.ofEpochMilli(ONE_DAY_MILLIS * 10)))).build();
    queryConstraints = assertBestIndex(internalAdapter, temporalIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(temporalIndex);
    assertEquals(1, filters.size());
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    assertTrue(filter instanceof During);
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(5, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Between
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(TIMESTAMP.isBetween(Instant.ofEpochMilli(ONE_DAY_MILLIS * 5), Instant.ofEpochMilli(ONE_DAY_MILLIS * 10))).build();
    queryConstraints = assertBestIndex(internalAdapter, temporalIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(temporalIndex);
    assertEquals(1, filters.size());
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    assertTrue(filter instanceof TemporalBetween);
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(6, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Contains (inverse of During)
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(TemporalLiteral.of(Interval.of(Instant.ofEpochMilli(ONE_DAY_MILLIS * 5), Instant.ofEpochMilli(ONE_DAY_MILLIS * 10))).contains(TIMESTAMP)).build();
    queryConstraints = assertBestIndex(internalAdapter, temporalIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(temporalIndex);
    assertEquals(1, filters.size());
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    assertTrue(filter instanceof During);
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(5, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Overlaps
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(TIMESTAMP.overlaps(Interval.of(Instant.ofEpochMilli(ONE_DAY_MILLIS * 5), Instant.ofEpochMilli(ONE_DAY_MILLIS * 10)))).build();
    queryConstraints = assertBestIndex(internalAdapter, temporalIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(temporalIndex);
    assertEquals(1, filters.size());
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    assertTrue(filter instanceof TimeOverlaps);
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(5, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Equal To
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(TIMESTAMP.isEqualTo(ONE_DAY_MILLIS * 12)).build();
    queryConstraints = assertBestIndex(internalAdapter, temporalIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(temporalIndex);
    assertEquals(1, filters.size());
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    assertTrue(filter instanceof TemporalEqualTo);
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(1, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Not Equal To
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(TIMESTAMP.isNotEqualTo(ONE_DAY_MILLIS * 12).and(TIMESTAMP.isNotEqualTo(ONE_DAY_MILLIS * 8))).build();
    queryConstraints = assertBestIndex(internalAdapter, temporalIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(temporalIndex);
    assertEquals(1, filters.size());
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    assertTrue(filter instanceof And);
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(TOTAL_FEATURES - 2, Iterators.size(iterator));
    }
}

Example 5 with And

use of org.locationtech.geowave.core.store.query.filter.expression.And in project geowave by locationtech.

the class ExpressionQueryIT method testIndexSelection.

@Test
public void testIndexSelection() {
    final DataStore ds = dataStore.createDataStore();
    final DataTypeAdapter<SimpleFeature> adapter = createDataAdapter();
    final Index spatialIndex = SpatialDimensionalityTypeProvider.createIndexFromOptions(new SpatialOptions());
    final Index spatialTemporalIndex = SpatialTemporalDimensionalityTypeProvider.createIndexFromOptions(new SpatialTemporalOptions());
    final Index temporalIndex = TemporalDimensionalityTypeProvider.createIndexFromOptions(new TemporalOptions());
    ds.addType(adapter, spatialIndex, spatialTemporalIndex, temporalIndex);
    final Index altIndex = AttributeDimensionalityTypeProvider.createIndexFromOptions(ds, new AttributeIndexOptions(TYPE_NAME, ALTERNATE_GEOMETRY_FIELD));
    final Index integerIndex = AttributeDimensionalityTypeProvider.createIndexFromOptions(ds, new AttributeIndexOptions(TYPE_NAME, INTEGER_FIELD));
    final Index commentIndex = AttributeDimensionalityTypeProvider.createIndexFromOptions(ds, new AttributeIndexOptions(TYPE_NAME, COMMENT_FIELD));
    final Index idIndex = AttributeDimensionalityTypeProvider.createIndexFromOptions(ds, new AttributeIndexOptions(TYPE_NAME, ID_FIELD));
    final Index latitudeIndex = AttributeDimensionalityTypeProvider.createIndexFromOptions(ds, new AttributeIndexOptions(TYPE_NAME, LATITUDE_FIELD));
    final Index longitudeIndex = AttributeDimensionalityTypeProvider.createIndexFromOptions(ds, new AttributeIndexOptions(TYPE_NAME, LONGITUDE_FIELD));
    ds.addIndex(TYPE_NAME, altIndex, integerIndex, commentIndex, idIndex, latitudeIndex, longitudeIndex);
    final PersistentAdapterStore adapterStore = dataStore.createAdapterStore();
    final InternalAdapterStore internalAdapterStore = dataStore.createInternalAdapterStore();
    final AdapterIndexMappingStore aimStore = dataStore.createAdapterIndexMappingStore();
    final IndexStore indexStore = dataStore.createIndexStore();
    final DataStatisticsStore statsStore = dataStore.createDataStatisticsStore();
    final InternalDataAdapter<?> internalAdapter = adapterStore.getAdapter(internalAdapterStore.getAdapterId(TYPE_NAME));
    // Ingest data
    ingestData(ds);
    // ///////////////////////////////////////////////////
    // Basic BBOX on Alternate Geometry
    // ///////////////////////////////////////////////////
    Query<SimpleFeature> query = QueryBuilder.newBuilder(SimpleFeature.class).filter(ALT.bbox(-64.5, 0.5, 0.5, 64.5)).build();
    QueryConstraints queryConstraints = assertBestIndex(internalAdapter, altIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    ExplicitFilteredQuery constraints = (ExplicitFilteredQuery) queryConstraints;
    List<QueryFilter> filters = constraints.createFilters(altIndex);
    assertEquals(1, filters.size());
    assertTrue(filters.get(0) instanceof ExpressionQueryFilter);
    Filter filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    assertTrue(filter instanceof BBox);
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(TOTAL_FEATURES / 4, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Both bbox and comment are indexed, but comment
    // should result in fewer rows queried so that
    // should be the selected index
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(ALT.bbox(-64.5, -32.5, 32.5, 64.5).and(COMMENT.startsWith("b", true))).build();
    queryConstraints = assertBestIndex(internalAdapter, commentIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof CustomQueryConstraints);
    CustomQueryConstraints<?> customConstraints = (CustomQueryConstraints<?>) queryConstraints;
    filters = customConstraints.createFilters(commentIndex);
    assertEquals(1, filters.size());
    assertTrue(filters.get(0) instanceof ExpressionQueryFilter);
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    // Comment predicate was exact so only the bbox filter should need to be performed
    assertTrue(filter instanceof BBox);
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        int count = 0;
        while (iterator.hasNext()) {
            final SimpleFeature feature = iterator.next();
            assertEquals("Bravo", feature.getAttribute(COMMENT_FIELD));
            count++;
        }
        // 1/4 of entries match the comment predicate, but only 3/4 of those match the bounding box
        assertEquals(Math.round(TOTAL_FEATURES / 8 * 1.5), count);
    }
    // ///////////////////////////////////////////////////
    // Both bbox and comment are indexed, but bbox should
    // result in fewer rows queried so that should be the
    // selected index
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(ALT.bbox(-64.5, 32.5, -32.5, 64.5).and(COMMENT.startsWith("b", true))).build();
    queryConstraints = assertBestIndex(internalAdapter, altIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(altIndex);
    assertEquals(1, filters.size());
    assertTrue(filters.get(0) instanceof ExpressionQueryFilter);
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    // bbox is not exact, so it will still be part of the filter
    assertTrue(filter instanceof And);
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(TOTAL_FEATURES / 16, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Latitude is the most constraining
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(LATITUDE.isGreaterThan(5).and(LATITUDE.isLessThan(10), LONGITUDE.isGreaterThanOrEqualTo(7))).build();
    queryConstraints = assertBestIndex(internalAdapter, latitudeIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(latitudeIndex);
    assertEquals(1, filters.size());
    assertTrue(filters.get(0) instanceof ExpressionQueryFilter);
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    // since the latitude fields are exact, only the longitude needs to be filtered later
    assertTrue(filter instanceof ComparisonOperator);
    Set<String> referencedFields = Sets.newHashSet();
    filter.addReferencedFields(referencedFields);
    assertEquals(1, referencedFields.size());
    assertTrue(referencedFields.contains(LONGITUDE_FIELD));
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(3, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Longitude is the most constraining
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(LONGITUDE.isGreaterThanOrEqualTo(5).and(LONGITUDE.isLessThan(10).or(LATITUDE.isLessThanOrEqualTo(15)))).build();
    queryConstraints = assertBestIndex(internalAdapter, longitudeIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(longitudeIndex);
    assertEquals(1, filters.size());
    assertTrue(filters.get(0) instanceof ExpressionQueryFilter);
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    // The second half of the expression cannot be predetermined, so both sides of the Or need to be
    // present
    assertTrue(filter instanceof Or);
    referencedFields = Sets.newHashSet();
    filter.addReferencedFields(referencedFields);
    assertEquals(2, referencedFields.size());
    assertTrue(referencedFields.contains(LATITUDE_FIELD));
    assertTrue(referencedFields.contains(LONGITUDE_FIELD));
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(11, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Longitude is an exact range
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(LONGITUDE.isLessThan(-31.5).or(LONGITUDE.isGreaterThan(31.5))).build();
    queryConstraints = assertBestIndex(internalAdapter, longitudeIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(longitudeIndex);
    // The constraints are exact, so there shouldn't be any additional filtering
    assertEquals(0, filters.size());
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(TOTAL_FEATURES / 2 + 1, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Default geom only should select spatial index
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(GEOM.bbox(0.5, 0.5, 10.5, 10.5)).build();
    queryConstraints = assertBestIndex(internalAdapter, spatialIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(spatialIndex);
    assertEquals(1, filters.size());
    assertTrue(filters.get(0) instanceof ExpressionQueryFilter);
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    // BBox isn't exact, so it should still be filtered
    assertTrue(filter instanceof BBox);
    referencedFields = Sets.newHashSet();
    filter.addReferencedFields(referencedFields);
    assertEquals(1, referencedFields.size());
    assertTrue(referencedFields.contains(DEFAULT_GEOMETRY_FIELD));
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(10, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Default geom and time should select spatial-
    // temporal index
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(GEOM.bbox(0.5, 0.5, 30.5, 30.5).and(TIMESTAMP.isBefore(new Date((long) (66 * ONE_DAY_MILLIS + 1))))).build();
    queryConstraints = assertBestIndex(internalAdapter, spatialTemporalIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(spatialTemporalIndex);
    assertEquals(1, filters.size());
    assertTrue(filters.get(0) instanceof ExpressionQueryFilter);
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    // BBox isn't exact, and neither is timestamp in a binned temporal index
    assertTrue(filter instanceof And);
    referencedFields = Sets.newHashSet();
    filter.addReferencedFields(referencedFields);
    assertEquals(2, referencedFields.size());
    assertTrue(referencedFields.contains(DEFAULT_GEOMETRY_FIELD));
    assertTrue(referencedFields.contains(TIMESTAMP_FIELD));
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(2, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Only timestamp should use temporal index
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(TIMESTAMP.isBefore(new Date((long) (66 * ONE_DAY_MILLIS + 1)))).build();
    queryConstraints = assertBestIndex(internalAdapter, temporalIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(temporalIndex);
    assertEquals(1, filters.size());
    assertTrue(filters.get(0) instanceof ExpressionQueryFilter);
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    // Timestamp is not exact on temporal index because there could be ranges
    assertTrue(filter instanceof Before);
    referencedFields = Sets.newHashSet();
    filter.addReferencedFields(referencedFields);
    assertEquals(1, referencedFields.size());
    assertTrue(referencedFields.contains(TIMESTAMP_FIELD));
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(67, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Integer is more constraining, half of the ID
    // values end with 0
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(ID.endsWith("0").and(INTEGER.isBetween(10, 20))).build();
    queryConstraints = assertBestIndex(internalAdapter, integerIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(integerIndex);
    assertEquals(1, filters.size());
    assertTrue(filters.get(0) instanceof ExpressionQueryFilter);
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    // Integer is exact, so only the string predicate should remain
    assertTrue(filter instanceof EndsWith);
    referencedFields = Sets.newHashSet();
    filter.addReferencedFields(referencedFields);
    assertEquals(1, referencedFields.size());
    assertTrue(referencedFields.contains(ID_FIELD));
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(6, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // ID is more constraining
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(ID.endsWith("a0").and(INTEGER.isBetween(0, 40))).build();
    queryConstraints = assertBestIndex(internalAdapter, idIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof CustomQueryConstraints);
    customConstraints = (CustomQueryConstraints<?>) queryConstraints;
    filters = customConstraints.createFilters(commentIndex);
    assertEquals(1, filters.size());
    assertTrue(filters.get(0) instanceof ExpressionQueryFilter);
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    // ID constraint is exact, so only the integer predicate should remain
    assertTrue(filter instanceof Between);
    referencedFields = Sets.newHashSet();
    filter.addReferencedFields(referencedFields);
    assertEquals(1, referencedFields.size());
    assertTrue(referencedFields.contains(INTEGER_FIELD));
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(2, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Alternate geometry is 50% null, so it is more
    // constraining
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(GEOM.bbox(-30.5, -30.5, 30.5, 30.5).and(ALT.bbox(-30.5, -30.5, 30.5, 30.5))).build();
    queryConstraints = assertBestIndex(internalAdapter, altIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(altIndex);
    assertEquals(1, filters.size());
    assertTrue(filters.get(0) instanceof ExpressionQueryFilter);
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    // Neither bbox is exact, so they will both be filtered
    assertTrue(filter instanceof And);
    referencedFields = Sets.newHashSet();
    filter.addReferencedFields(referencedFields);
    assertEquals(2, referencedFields.size());
    assertTrue(referencedFields.contains(DEFAULT_GEOMETRY_FIELD));
    assertTrue(referencedFields.contains(ALTERNATE_GEOMETRY_FIELD));
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(30, Iterators.size(iterator));
    }
    // ///////////////////////////////////////////////////
    // Integer is more constraining
    // ///////////////////////////////////////////////////
    query = QueryBuilder.newBuilder(SimpleFeature.class).filter(INTEGER.isLessThan(-60).and(LATITUDE.isLessThan(5))).build();
    queryConstraints = assertBestIndex(internalAdapter, integerIndex, query, adapterStore, internalAdapterStore, aimStore, indexStore, statsStore);
    assertTrue(queryConstraints instanceof ExplicitFilteredQuery);
    constraints = (ExplicitFilteredQuery) queryConstraints;
    filters = constraints.createFilters(integerIndex);
    assertEquals(1, filters.size());
    assertTrue(filters.get(0) instanceof ExpressionQueryFilter);
    filter = ((ExpressionQueryFilter<?>) filters.get(0)).getFilter();
    // Neither bbox is exact, so they will both be filtered
    assertTrue(filter instanceof ComparisonOperator);
    referencedFields = Sets.newHashSet();
    filter.addReferencedFields(referencedFields);
    assertEquals(1, referencedFields.size());
    assertTrue(referencedFields.contains(LATITUDE_FIELD));
    // Query data
    try (CloseableIterator<SimpleFeature> iterator = ds.query(query)) {
        assertTrue(iterator.hasNext());
        assertEquals(4, Iterators.size(iterator));
    }
}