Examples with EntityData org.thingsboard.server.common.data.query.EntityData used on opensource projects

Example 6 with EntityData

use of org.thingsboard.server.common.data.query.EntityData in project thingsboard by thingsboard.

the class BaseEntityServiceTest method testHierarchicalFindAssetsWithAttributesByQuery.

@Test
public void testHierarchicalFindAssetsWithAttributesByQuery() throws ExecutionException, InterruptedException {
    List<Asset> assets = new ArrayList<>();
    List<Device> devices = new ArrayList<>();
    List<Long> consumptions = new ArrayList<>();
    List<Long> highConsumptions = new ArrayList<>();
    createTestHierarchy(tenantId, assets, devices, consumptions, highConsumptions, new ArrayList<>(), new ArrayList<>());
    List<ListenableFuture<List<Void>>> attributeFutures = new ArrayList<>();
    for (int i = 0; i < assets.size(); i++) {
        Asset asset = assets.get(i);
        attributeFutures.add(saveLongAttribute(asset.getId(), "consumption", consumptions.get(i), DataConstants.SERVER_SCOPE));
    }
    Futures.successfulAsList(attributeFutures).get();
    AssetSearchQueryFilter filter = new AssetSearchQueryFilter();
    filter.setRootEntity(tenantId);
    filter.setDirection(EntitySearchDirection.FROM);
    filter.setRelationType("Manages");
    EntityDataSortOrder sortOrder = new EntityDataSortOrder(new EntityKey(EntityKeyType.ENTITY_FIELD, "createdTime"), EntityDataSortOrder.Direction.ASC);
    EntityDataPageLink pageLink = new EntityDataPageLink(10, 0, null, sortOrder);
    List<EntityKey> entityFields = Collections.singletonList(new EntityKey(EntityKeyType.ENTITY_FIELD, "name"));
    List<EntityKey> latestValues = Collections.singletonList(new EntityKey(EntityKeyType.ATTRIBUTE, "consumption"));
    EntityDataQuery query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, null);
    PageData<EntityData> data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    List<EntityData> loadedEntities = new ArrayList<>(data.getData());
    while (data.hasNext()) {
        query = query.next();
        data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
        loadedEntities.addAll(data.getData());
    }
    Assert.assertEquals(5, loadedEntities.size());
    List<String> loadedTemperatures = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.ATTRIBUTE).get("consumption").getValue()).collect(Collectors.toList());
    List<String> deviceTemperatures = consumptions.stream().map(aLong -> Long.toString(aLong)).collect(Collectors.toList());
    Assert.assertEquals(deviceTemperatures, loadedTemperatures);
    pageLink = new EntityDataPageLink(10, 0, null, sortOrder);
    KeyFilter highTemperatureFilter = new KeyFilter();
    highTemperatureFilter.setKey(new EntityKey(EntityKeyType.ATTRIBUTE, "consumption"));
    NumericFilterPredicate predicate = new NumericFilterPredicate();
    predicate.setValue(FilterPredicateValue.fromDouble(50));
    predicate.setOperation(NumericFilterPredicate.NumericOperation.GREATER);
    highTemperatureFilter.setPredicate(predicate);
    List<KeyFilter> keyFilters = Collections.singletonList(highTemperatureFilter);
    query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFilters);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = new ArrayList<>(data.getData());
    while (data.hasNext()) {
        query = query.next();
        data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
        loadedEntities.addAll(data.getData());
    }
    Assert.assertEquals(highConsumptions.size(), loadedEntities.size());
    List<String> loadedHighTemperatures = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.ATTRIBUTE).get("consumption").getValue()).collect(Collectors.toList());
    List<String> deviceHighTemperatures = highConsumptions.stream().map(aLong -> Long.toString(aLong)).collect(Collectors.toList());
    Assert.assertEquals(deviceHighTemperatures, loadedHighTemperatures);
    deviceService.deleteDevicesByTenantId(tenantId);
}

Example 7 with EntityData

use of org.thingsboard.server.common.data.query.EntityData in project thingsboard by thingsboard.

the class BaseEntityServiceTest method testBuildStringPredicateQueryOperations.

@Test
public void testBuildStringPredicateQueryOperations() throws ExecutionException, InterruptedException {
    List<Device> devices = new ArrayList<>();
    List<String> attributeStrings = new ArrayList<>();
    List<String> equalStrings = new ArrayList<>();
    List<String> notEqualStrings = new ArrayList<>();
    List<String> startsWithStrings = new ArrayList<>();
    List<String> endsWithStrings = new ArrayList<>();
    List<String> containsStrings = new ArrayList<>();
    List<String> notContainsStrings = new ArrayList<>();
    for (int i = 0; i < 10; i++) {
        Device device = new Device();
        device.setTenantId(tenantId);
        device.setName("Device" + i);
        device.setType("default");
        device.setLabel("testLabel" + (int) (Math.random() * 1000));
        devices.add(deviceService.saveDevice(device));
        // TO make sure devices have different created time
        Thread.sleep(1);
        List<StringFilterPredicate.StringOperation> operationValues = Arrays.asList(StringFilterPredicate.StringOperation.values());
        StringFilterPredicate.StringOperation operation = operationValues.get(new Random().nextInt(operationValues.size()));
        String operationName = operation.name();
        attributeStrings.add(operationName);
        switch(operation) {
            case EQUAL:
                equalStrings.add(operationName);
                notContainsStrings.add(operationName);
                notEqualStrings.add(operationName);
                break;
            case NOT_EQUAL:
                notContainsStrings.add(operationName);
                break;
            case STARTS_WITH:
                notEqualStrings.add(operationName);
                startsWithStrings.add(operationName);
                endsWithStrings.add(operationName);
                notContainsStrings.add(operationName);
                break;
            case ENDS_WITH:
                notEqualStrings.add(operationName);
                endsWithStrings.add(operationName);
                notContainsStrings.add(operationName);
                break;
            case CONTAINS:
                notEqualStrings.add(operationName);
                notContainsStrings.add(operationName);
                containsStrings.add(operationName);
                break;
            case NOT_CONTAINS:
                notEqualStrings.add(operationName);
                containsStrings.add(operationName);
                break;
            case IN:
                notEqualStrings.add(operationName);
                notContainsStrings.add(operationName);
                break;
            case NOT_IN:
                notEqualStrings.add(operationName);
                notContainsStrings.add(operationName);
                break;
        }
    }
    List<ListenableFuture<List<Void>>> attributeFutures = new ArrayList<>();
    for (int i = 0; i < devices.size(); i++) {
        Device device = devices.get(i);
        attributeFutures.add(saveStringAttribute(device.getId(), "attributeString", attributeStrings.get(i), DataConstants.CLIENT_SCOPE));
    }
    Futures.successfulAsList(attributeFutures).get();
    DeviceTypeFilter filter = new DeviceTypeFilter();
    filter.setDeviceType("default");
    filter.setDeviceNameFilter("");
    EntityDataSortOrder sortOrder = new EntityDataSortOrder(new EntityKey(EntityKeyType.ENTITY_FIELD, "createdTime"), EntityDataSortOrder.Direction.DESC);
    List<EntityKey> entityFields = Arrays.asList(new EntityKey(EntityKeyType.ENTITY_FIELD, "name"), new EntityKey(EntityKeyType.ENTITY_FIELD, "entityType"));
    List<EntityKey> latestValues = Collections.singletonList(new EntityKey(EntityKeyType.CLIENT_ATTRIBUTE, "attributeString"));
    List<KeyFilter> keyFiltersEqualString = createStringKeyFilters("attributeString", EntityKeyType.CLIENT_ATTRIBUTE, StringFilterPredicate.StringOperation.EQUAL, "equal");
    List<KeyFilter> keyFiltersNotEqualString = createStringKeyFilters("attributeString", EntityKeyType.CLIENT_ATTRIBUTE, StringFilterPredicate.StringOperation.NOT_EQUAL, "NOT_EQUAL");
    List<KeyFilter> keyFiltersStartsWithString = createStringKeyFilters("attributeString", EntityKeyType.CLIENT_ATTRIBUTE, StringFilterPredicate.StringOperation.STARTS_WITH, "starts_");
    List<KeyFilter> keyFiltersEndsWithString = createStringKeyFilters("attributeString", EntityKeyType.CLIENT_ATTRIBUTE, StringFilterPredicate.StringOperation.ENDS_WITH, "_WITH");
    List<KeyFilter> keyFiltersContainsString = createStringKeyFilters("attributeString", EntityKeyType.CLIENT_ATTRIBUTE, StringFilterPredicate.StringOperation.CONTAINS, "contains");
    List<KeyFilter> keyFiltersNotContainsString = createStringKeyFilters("attributeString", EntityKeyType.CLIENT_ATTRIBUTE, StringFilterPredicate.StringOperation.NOT_CONTAINS, "NOT_CONTAINS");
    List<KeyFilter> deviceTypeFilters = createStringKeyFilters("entityType", EntityKeyType.ENTITY_FIELD, StringFilterPredicate.StringOperation.NOT_EQUAL, "NOT_EQUAL");
    // Equal Operation
    EntityDataPageLink pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    EntityDataQuery query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFiltersEqualString);
    PageData<EntityData> data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    List<EntityData> loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(equalStrings.size(), loadedEntities.size());
    List<String> loadedStrings = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.CLIENT_ATTRIBUTE).get("attributeString").getValue()).collect(Collectors.toList());
    Assert.assertTrue(listEqualWithoutOrder(equalStrings, loadedStrings));
    // Not equal Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFiltersNotEqualString);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(notEqualStrings.size(), loadedEntities.size());
    loadedStrings = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.CLIENT_ATTRIBUTE).get("attributeString").getValue()).collect(Collectors.toList());
    Assert.assertTrue(listEqualWithoutOrder(notEqualStrings, loadedStrings));
    // Starts with Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFiltersStartsWithString);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(startsWithStrings.size(), loadedEntities.size());
    loadedStrings = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.CLIENT_ATTRIBUTE).get("attributeString").getValue()).collect(Collectors.toList());
    Assert.assertTrue(listEqualWithoutOrder(startsWithStrings, loadedStrings));
    // Ends with Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFiltersEndsWithString);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(endsWithStrings.size(), loadedEntities.size());
    loadedStrings = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.CLIENT_ATTRIBUTE).get("attributeString").getValue()).collect(Collectors.toList());
    Assert.assertTrue(listEqualWithoutOrder(endsWithStrings, loadedStrings));
    // Contains Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFiltersContainsString);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(containsStrings.size(), loadedEntities.size());
    loadedStrings = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.CLIENT_ATTRIBUTE).get("attributeString").getValue()).collect(Collectors.toList());
    Assert.assertTrue(listEqualWithoutOrder(containsStrings, loadedStrings));
    // Not contains Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFiltersNotContainsString);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(notContainsStrings.size(), loadedEntities.size());
    loadedStrings = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.CLIENT_ATTRIBUTE).get("attributeString").getValue()).collect(Collectors.toList());
    Assert.assertTrue(listEqualWithoutOrder(notContainsStrings, loadedStrings));
    // Device type filters Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, deviceTypeFilters);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(devices.size(), loadedEntities.size());
    deviceService.deleteDevicesByTenantId(tenantId);
}

Example 8 with EntityData

use of org.thingsboard.server.common.data.query.EntityData in project thingsboard by thingsboard.

the class BaseEntityServiceTest method testMultiRootHierarchicalFindEntityDataWithAttributesByQuery.

@Test
public void testMultiRootHierarchicalFindEntityDataWithAttributesByQuery() throws ExecutionException, InterruptedException {
    List<Asset> buildings = new ArrayList<>();
    List<Asset> apartments = new ArrayList<>();
    Map<String, Map<UUID, String>> entityNameByTypeMap = new HashMap<>();
    Map<UUID, UUID> childParentRelationMap = new HashMap<>();
    createMultiRootHierarchy(buildings, apartments, entityNameByTypeMap, childParentRelationMap);
    RelationsQueryFilter filter = new RelationsQueryFilter();
    filter.setMultiRoot(true);
    filter.setMultiRootEntitiesType(EntityType.ASSET);
    filter.setMultiRootEntityIds(buildings.stream().map(IdBased::getId).map(d -> d.getId().toString()).collect(Collectors.toSet()));
    filter.setDirection(EntitySearchDirection.FROM);
    EntityDataSortOrder sortOrder = new EntityDataSortOrder(new EntityKey(EntityKeyType.ENTITY_FIELD, "createdTime"), EntityDataSortOrder.Direction.ASC);
    EntityDataPageLink pageLink = new EntityDataPageLink(10, 0, null, sortOrder);
    List<EntityKey> entityFields = Lists.newArrayList(new EntityKey(EntityKeyType.ENTITY_FIELD, "name"), new EntityKey(EntityKeyType.ENTITY_FIELD, "parentId"), new EntityKey(EntityKeyType.ENTITY_FIELD, "type"));
    List<EntityKey> latestValues = Collections.singletonList(new EntityKey(EntityKeyType.ATTRIBUTE, "status"));
    KeyFilter onlineStatusFilter = new KeyFilter();
    onlineStatusFilter.setKey(new EntityKey(EntityKeyType.ENTITY_FIELD, "name"));
    StringFilterPredicate predicate = new StringFilterPredicate();
    predicate.setOperation(StringOperation.ENDS_WITH);
    predicate.setValue(FilterPredicateValue.fromString("_1"));
    onlineStatusFilter.setPredicate(predicate);
    List<KeyFilter> keyFilters = Collections.singletonList(onlineStatusFilter);
    EntityDataQuery query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFilters);
    PageData<EntityData> data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    List<EntityData> loadedEntities = new ArrayList<>(data.getData());
    while (data.hasNext()) {
        query = query.next();
        data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
        loadedEntities.addAll(data.getData());
    }
    long expectedEntitiesCnt = entityNameByTypeMap.entrySet().stream().filter(e -> !e.getKey().equals("building")).flatMap(e -> e.getValue().entrySet().stream()).map(Map.Entry::getValue).filter(e -> StringUtils.endsWith(e, "_1")).count();
    Assert.assertEquals(expectedEntitiesCnt, loadedEntities.size());
    Map<UUID, UUID> actualRelations = new HashMap<>();
    loadedEntities.forEach(ed -> {
        UUID parentId = UUID.fromString(ed.getLatest().get(EntityKeyType.ENTITY_FIELD).get("parentId").getValue());
        UUID entityId = ed.getEntityId().getId();
        Assert.assertEquals(childParentRelationMap.get(entityId), parentId);
        actualRelations.put(entityId, parentId);
        String entityType = ed.getLatest().get(EntityKeyType.ENTITY_FIELD).get("type").getValue();
        String actualEntityName = ed.getLatest().get(EntityKeyType.ENTITY_FIELD).get("name").getValue();
        String expectedEntityName = entityNameByTypeMap.get(entityType).get(entityId);
        Assert.assertEquals(expectedEntityName, actualEntityName);
    });
    deviceService.deleteDevicesByTenantId(tenantId);
    assetService.deleteAssetsByTenantId(tenantId);
}

Example 9 with EntityData

use of org.thingsboard.server.common.data.query.EntityData in project thingsboard by thingsboard.

the class BaseEntityServiceTest method testBuildSimplePredicateQueryOperations.

@Test
public void testBuildSimplePredicateQueryOperations() throws InterruptedException {
    List<Device> devices = new ArrayList<>();
    for (int i = 0; i < 10; i++) {
        Device device = new Device();
        device.setTenantId(tenantId);
        device.setName("Device" + i);
        device.setType("default");
        device.setLabel("testLabel" + (int) (Math.random() * 1000));
        devices.add(deviceService.saveDevice(device));
        // TO make sure devices have different created time
        Thread.sleep(1);
    }
    DeviceTypeFilter filter = new DeviceTypeFilter();
    filter.setDeviceType("default");
    filter.setDeviceNameFilter("");
    EntityDataSortOrder sortOrder = new EntityDataSortOrder(new EntityKey(EntityKeyType.ENTITY_FIELD, "name"), EntityDataSortOrder.Direction.DESC);
    List<KeyFilter> deviceTypeFilters = createStringKeyFilters("type", EntityKeyType.ENTITY_FIELD, StringFilterPredicate.StringOperation.EQUAL, "default");
    KeyFilter createdTimeFilter = createNumericKeyFilter("createdTime", EntityKeyType.ENTITY_FIELD, NumericFilterPredicate.NumericOperation.GREATER, 1L);
    List<KeyFilter> createdTimeFilters = Collections.singletonList(createdTimeFilter);
    List<KeyFilter> nameFilters = createStringKeyFilters("name", EntityKeyType.ENTITY_FIELD, StringFilterPredicate.StringOperation.CONTAINS, "Device");
    List<EntityKey> entityFields = Arrays.asList(new EntityKey(EntityKeyType.ENTITY_FIELD, "name"), new EntityKey(EntityKeyType.ENTITY_FIELD, "type"));
    // Device type filters
    EntityDataPageLink pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    EntityDataQuery query = new EntityDataQuery(filter, pageLink, entityFields, null, deviceTypeFilters);
    PageData<EntityData> data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    List<EntityData> loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(devices.size(), loadedEntities.size());
    // Device create time filters
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, null, createdTimeFilters);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(devices.size(), loadedEntities.size());
    // Device name filters
    pageLink = new EntityDataPageLink(100, 0, null, null);
    query = new EntityDataQuery(filter, pageLink, entityFields, null, nameFilters);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(devices.size(), loadedEntities.size());
    deviceService.deleteDevicesByTenantId(tenantId);
}

Example 10 with EntityData

use of org.thingsboard.server.common.data.query.EntityData in project thingsboard by thingsboard.

the class BaseEntityServiceTest method testBuildStringPredicateQueryOperationsForEntityType.

@Test
public void testBuildStringPredicateQueryOperationsForEntityType() throws ExecutionException, InterruptedException {
    List<Device> devices = new ArrayList<>();
    for (int i = 0; i < 10; i++) {
        Device device = new Device();
        device.setTenantId(tenantId);
        device.setName("Device" + i);
        device.setType("default");
        device.setLabel("testLabel" + (int) (Math.random() * 1000));
        devices.add(deviceService.saveDevice(device));
        // TO make sure devices have different created time
        Thread.sleep(1);
    }
    DeviceTypeFilter filter = new DeviceTypeFilter();
    filter.setDeviceType("default");
    filter.setDeviceNameFilter("");
    EntityDataSortOrder sortOrder = new EntityDataSortOrder(new EntityKey(EntityKeyType.ENTITY_FIELD, "createdTime"), EntityDataSortOrder.Direction.DESC);
    List<EntityKey> entityFields = Arrays.asList(new EntityKey(EntityKeyType.ENTITY_FIELD, "name"), new EntityKey(EntityKeyType.ENTITY_FIELD, "entityType"));
    List<KeyFilter> keyFiltersEqualString = createStringKeyFilters("entityType", EntityKeyType.ENTITY_FIELD, StringFilterPredicate.StringOperation.EQUAL, "device");
    List<KeyFilter> keyFiltersNotEqualString = createStringKeyFilters("entityType", EntityKeyType.ENTITY_FIELD, StringFilterPredicate.StringOperation.NOT_EQUAL, "asset");
    List<KeyFilter> keyFiltersStartsWithString = createStringKeyFilters("entityType", EntityKeyType.ENTITY_FIELD, StringFilterPredicate.StringOperation.STARTS_WITH, "dev");
    List<KeyFilter> keyFiltersEndsWithString = createStringKeyFilters("entityType", EntityKeyType.ENTITY_FIELD, StringFilterPredicate.StringOperation.ENDS_WITH, "ice");
    List<KeyFilter> keyFiltersContainsString = createStringKeyFilters("entityType", EntityKeyType.ENTITY_FIELD, StringFilterPredicate.StringOperation.CONTAINS, "vic");
    List<KeyFilter> keyFiltersNotContainsString = createStringKeyFilters("entityType", EntityKeyType.ENTITY_FIELD, StringFilterPredicate.StringOperation.NOT_CONTAINS, "dolphin");
    // Equal Operation
    EntityDataPageLink pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    EntityDataQuery query = new EntityDataQuery(filter, pageLink, entityFields, null, keyFiltersEqualString);
    PageData<EntityData> data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    List<EntityData> loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(devices.size(), loadedEntities.size());
    List<String> loadedStrings = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.ENTITY_FIELD).get("name").getValue()).collect(Collectors.toList());
    List<String> devicesNames = devices.stream().map(Device::getName).collect(Collectors.toList());
    Assert.assertTrue(listEqualWithoutOrder(devicesNames, loadedStrings));
    // Not equal Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, null, keyFiltersNotEqualString);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(devices.size(), loadedEntities.size());
    loadedStrings = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.ENTITY_FIELD).get("name").getValue()).collect(Collectors.toList());
    Assert.assertTrue(listEqualWithoutOrder(devicesNames, loadedStrings));
    // Starts with Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, null, keyFiltersStartsWithString);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(devices.size(), loadedEntities.size());
    loadedStrings = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.ENTITY_FIELD).get("name").getValue()).collect(Collectors.toList());
    Assert.assertTrue(listEqualWithoutOrder(devicesNames, loadedStrings));
    // Ends with Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, null, keyFiltersEndsWithString);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(devices.size(), loadedEntities.size());
    loadedStrings = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.ENTITY_FIELD).get("name").getValue()).collect(Collectors.toList());
    Assert.assertTrue(listEqualWithoutOrder(devicesNames, loadedStrings));
    // Contains Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, null, keyFiltersContainsString);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(devices.size(), loadedEntities.size());
    loadedStrings = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.ENTITY_FIELD).get("name").getValue()).collect(Collectors.toList());
    Assert.assertTrue(listEqualWithoutOrder(devicesNames, loadedStrings));
    // Not contains Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, null, keyFiltersNotContainsString);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(devices.size(), loadedEntities.size());
    loadedStrings = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.ENTITY_FIELD).get("name").getValue()).collect(Collectors.toList());
    Assert.assertTrue(listEqualWithoutOrder(devicesNames, loadedStrings));
    deviceService.deleteDevicesByTenantId(tenantId);
}