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

Example 31 with EntityKey

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

the class BaseEntityServiceTest method testFindEntityDataByQueryWithTimeseries.

@Test
public void testFindEntityDataByQueryWithTimeseries() throws ExecutionException, InterruptedException {
    List<Device> devices = new ArrayList<>();
    List<Double> temperatures = new ArrayList<>();
    List<Double> highTemperatures = new ArrayList<>();
    for (int i = 0; i < 67; 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);
        double temperature = (double) (Math.random() * 100.0);
        temperatures.add(temperature);
        if (temperature > 45.0) {
            highTemperatures.add(temperature);
        }
    }
    List<ListenableFuture<Integer>> timeseriesFutures = new ArrayList<>();
    for (int i = 0; i < devices.size(); i++) {
        Device device = devices.get(i);
        timeseriesFutures.add(saveLongTimeseries(device.getId(), "temperature", temperatures.get(i)));
    }
    Futures.successfulAsList(timeseriesFutures).get();
    DeviceTypeFilter filter = new DeviceTypeFilter();
    filter.setDeviceType("default");
    filter.setDeviceNameFilter("");
    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.TIME_SERIES, "temperature"));
    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(67, loadedEntities.size());
    List<String> loadedTemperatures = new ArrayList<>();
    for (Device device : devices) {
        loadedTemperatures.add(loadedEntities.stream().filter(entityData -> entityData.getEntityId().equals(device.getId())).findFirst().orElse(null).getLatest().get(EntityKeyType.TIME_SERIES).get("temperature").getValue());
    }
    List<String> deviceTemperatures = temperatures.stream().map(aDouble -> Double.toString(aDouble)).collect(Collectors.toList());
    Assert.assertEquals(deviceTemperatures, loadedTemperatures);
    pageLink = new EntityDataPageLink(10, 0, null, sortOrder);
    KeyFilter highTemperatureFilter = new KeyFilter();
    highTemperatureFilter.setKey(new EntityKey(EntityKeyType.TIME_SERIES, "temperature"));
    NumericFilterPredicate predicate = new NumericFilterPredicate();
    predicate.setValue(FilterPredicateValue.fromDouble(45));
    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(highTemperatures.size(), loadedEntities.size());
    List<String> loadedHighTemperatures = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.TIME_SERIES).get("temperature").getValue()).collect(Collectors.toList());
    List<String> deviceHighTemperatures = highTemperatures.stream().map(aDouble -> Double.toString(aDouble)).collect(Collectors.toList());
    Assert.assertEquals(deviceHighTemperatures, loadedHighTemperatures);
    deviceService.deleteDevicesByTenantId(tenantId);
}

Example 32 with EntityKey

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

the class BaseEntityServiceTest method testSimpleFindEntityDataByQuery.

@Test
public void testSimpleFindEntityDataByQuery() throws InterruptedException {
    List<Device> devices = new ArrayList<>();
    for (int i = 0; i < 97; i++) {
        Device device = new Device();
        device.setTenantId(tenantId);
        device.setName("Device" + i);
        device.setType("default");
        device.setLabel("testLabel" + (int) (Math.random() * 1000));
        // TO make sure devices have different created time
        Thread.sleep(1);
        devices.add(deviceService.saveDevice(device));
    }
    DeviceTypeFilter filter = new DeviceTypeFilter();
    filter.setDeviceType("default");
    filter.setDeviceNameFilter("");
    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"));
    EntityDataQuery query = new EntityDataQuery(filter, pageLink, entityFields, null, null);
    PageData<EntityData> data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    Assert.assertEquals(97, data.getTotalElements());
    Assert.assertEquals(10, data.getTotalPages());
    Assert.assertTrue(data.hasNext());
    Assert.assertEquals(10, data.getData().size());
    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(97, loadedEntities.size());
    List<EntityId> loadedIds = loadedEntities.stream().map(EntityData::getEntityId).collect(Collectors.toList());
    List<EntityId> deviceIds = devices.stream().map(Device::getId).collect(Collectors.toList());
    deviceIds.sort(Comparator.comparing(EntityId::getId));
    loadedIds.sort(Comparator.comparing(EntityId::getId));
    Assert.assertEquals(deviceIds, loadedIds);
    List<String> loadedNames = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.ENTITY_FIELD).get("name").getValue()).collect(Collectors.toList());
    List<String> deviceNames = devices.stream().map(Device::getName).collect(Collectors.toList());
    Collections.sort(loadedNames);
    Collections.sort(deviceNames);
    Assert.assertEquals(deviceNames, loadedNames);
    sortOrder = new EntityDataSortOrder(new EntityKey(EntityKeyType.ENTITY_FIELD, "name"), EntityDataSortOrder.Direction.DESC);
    pageLink = new EntityDataPageLink(10, 0, "device1", sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, null, null);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    Assert.assertEquals(11, data.getTotalElements());
    Assert.assertEquals("Device19", data.getData().get(0).getLatest().get(EntityKeyType.ENTITY_FIELD).get("name").getValue());
    deviceService.deleteDevicesByTenantId(tenantId);
}

Example 33 with EntityKey

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

the class BaseEntityServiceTest method testHierarchicalFindDevicesWithAttributesByQuery.

@Test
public void testHierarchicalFindDevicesWithAttributesByQuery() throws ExecutionException, InterruptedException {
    List<Asset> assets = new ArrayList<>();
    List<Device> devices = new ArrayList<>();
    List<Long> temperatures = new ArrayList<>();
    List<Long> highTemperatures = new ArrayList<>();
    createTestHierarchy(tenantId, assets, devices, new ArrayList<>(), new ArrayList<>(), temperatures, highTemperatures);
    List<ListenableFuture<List<Void>>> attributeFutures = new ArrayList<>();
    for (int i = 0; i < devices.size(); i++) {
        Device device = devices.get(i);
        attributeFutures.add(saveLongAttribute(device.getId(), "temperature", temperatures.get(i), DataConstants.CLIENT_SCOPE));
    }
    Futures.successfulAsList(attributeFutures).get();
    DeviceSearchQueryFilter filter = new DeviceSearchQueryFilter();
    filter.setRootEntity(tenantId);
    filter.setDirection(EntitySearchDirection.FROM);
    filter.setRelationType("Contains");
    filter.setMaxLevel(2);
    filter.setFetchLastLevelOnly(true);
    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, "temperature"));
    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(25, loadedEntities.size());
    loadedEntities.forEach(entity -> Assert.assertTrue(devices.stream().map(Device::getId).collect(Collectors.toSet()).contains(entity.getEntityId())));
    List<String> loadedTemperatures = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.ATTRIBUTE).get("temperature").getValue()).collect(Collectors.toList());
    List<String> deviceTemperatures = temperatures.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, "temperature"));
    NumericFilterPredicate predicate = new NumericFilterPredicate();
    predicate.setValue(FilterPredicateValue.fromDouble(45));
    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(highTemperatures.size(), loadedEntities.size());
    List<String> loadedHighTemperatures = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.ATTRIBUTE).get("temperature").getValue()).collect(Collectors.toList());
    List<String> deviceHighTemperatures = highTemperatures.stream().map(aLong -> Long.toString(aLong)).collect(Collectors.toList());
    Assert.assertEquals(deviceHighTemperatures, loadedHighTemperatures);
    deviceService.deleteDevicesByTenantId(tenantId);
}

Example 34 with EntityKey

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

the class BaseEntityServiceTest method testFindEntityDataByQueryWithAttributes.

@Test
public void testFindEntityDataByQueryWithAttributes() throws ExecutionException, InterruptedException {
    List<EntityKeyType> attributesEntityTypes = new ArrayList<>(Arrays.asList(EntityKeyType.CLIENT_ATTRIBUTE, EntityKeyType.SHARED_ATTRIBUTE, EntityKeyType.SERVER_ATTRIBUTE));
    List<Device> devices = new ArrayList<>();
    List<Long> temperatures = new ArrayList<>();
    List<Long> highTemperatures = new ArrayList<>();
    for (int i = 0; i < 67; 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);
        long temperature = (long) (Math.random() * 100);
        temperatures.add(temperature);
        if (temperature > 45) {
            highTemperatures.add(temperature);
        }
    }
    List<ListenableFuture<List<Void>>> attributeFutures = new ArrayList<>();
    for (int i = 0; i < devices.size(); i++) {
        Device device = devices.get(i);
        for (String currentScope : DataConstants.allScopes()) {
            attributeFutures.add(saveLongAttribute(device.getId(), "temperature", temperatures.get(i), currentScope));
        }
    }
    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.ASC);
    EntityDataPageLink pageLink = new EntityDataPageLink(10, 0, null, sortOrder);
    List<EntityKey> entityFields = Collections.singletonList(new EntityKey(EntityKeyType.ENTITY_FIELD, "name"));
    for (EntityKeyType currentAttributeKeyType : attributesEntityTypes) {
        List<EntityKey> latestValues = Collections.singletonList(new EntityKey(currentAttributeKeyType, "temperature"));
        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(67, loadedEntities.size());
        List<String> loadedTemperatures = new ArrayList<>();
        for (Device device : devices) {
            loadedTemperatures.add(loadedEntities.stream().filter(entityData -> entityData.getEntityId().equals(device.getId())).findFirst().orElse(null).getLatest().get(currentAttributeKeyType).get("temperature").getValue());
        }
        List<String> deviceTemperatures = temperatures.stream().map(aLong -> Long.toString(aLong)).collect(Collectors.toList());
        Assert.assertEquals(deviceTemperatures, loadedTemperatures);
        pageLink = new EntityDataPageLink(10, 0, null, sortOrder);
        KeyFilter highTemperatureFilter = createNumericKeyFilter("temperature", currentAttributeKeyType, NumericFilterPredicate.NumericOperation.GREATER, 45);
        List<KeyFilter> keyFiltersHighTemperature = Collections.singletonList(highTemperatureFilter);
        query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFiltersHighTemperature);
        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(highTemperatures.size(), loadedEntities.size());
        List<String> loadedHighTemperatures = loadedEntities.stream().map(entityData -> entityData.getLatest().get(currentAttributeKeyType).get("temperature").getValue()).collect(Collectors.toList());
        List<String> deviceHighTemperatures = highTemperatures.stream().map(aLong -> Long.toString(aLong)).collect(Collectors.toList());
        Assert.assertEquals(deviceHighTemperatures, loadedHighTemperatures);
    }
    deviceService.deleteDevicesByTenantId(tenantId);
}

Example 35 with EntityKey

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

the class BaseEntityServiceTest method testBuildNumericPredicateQueryOperations.

@Test
public void testBuildNumericPredicateQueryOperations() throws ExecutionException, InterruptedException {
    List<Device> devices = new ArrayList<>();
    List<Long> temperatures = new ArrayList<>();
    List<Long> equalTemperatures = new ArrayList<>();
    List<Long> notEqualTemperatures = new ArrayList<>();
    List<Long> greaterTemperatures = new ArrayList<>();
    List<Long> greaterOrEqualTemperatures = new ArrayList<>();
    List<Long> lessTemperatures = new ArrayList<>();
    List<Long> lessOrEqualTemperatures = 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);
        long temperature = (long) (Math.random() * 100);
        temperatures.add(temperature);
        if (temperature == 45) {
            greaterOrEqualTemperatures.add(temperature);
            lessOrEqualTemperatures.add(temperature);
            equalTemperatures.add(temperature);
        } else if (temperature > 45) {
            greaterTemperatures.add(temperature);
            greaterOrEqualTemperatures.add(temperature);
            notEqualTemperatures.add(temperature);
        } else {
            lessTemperatures.add(temperature);
            lessOrEqualTemperatures.add(temperature);
            notEqualTemperatures.add(temperature);
        }
    }
    List<ListenableFuture<List<Void>>> attributeFutures = new ArrayList<>();
    for (int i = 0; i < devices.size(); i++) {
        Device device = devices.get(i);
        attributeFutures.add(saveLongAttribute(device.getId(), "temperature", temperatures.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.ASC);
    List<EntityKey> entityFields = Collections.singletonList(new EntityKey(EntityKeyType.ENTITY_FIELD, "name"));
    List<EntityKey> latestValues = Collections.singletonList(new EntityKey(EntityKeyType.CLIENT_ATTRIBUTE, "temperature"));
    KeyFilter greaterTemperatureFilter = createNumericKeyFilter("temperature", EntityKeyType.CLIENT_ATTRIBUTE, NumericFilterPredicate.NumericOperation.GREATER, 45);
    List<KeyFilter> keyFiltersGreaterTemperature = Collections.singletonList(greaterTemperatureFilter);
    KeyFilter greaterOrEqualTemperatureFilter = createNumericKeyFilter("temperature", EntityKeyType.CLIENT_ATTRIBUTE, NumericFilterPredicate.NumericOperation.GREATER_OR_EQUAL, 45);
    List<KeyFilter> keyFiltersGreaterOrEqualTemperature = Collections.singletonList(greaterOrEqualTemperatureFilter);
    KeyFilter lessTemperatureFilter = createNumericKeyFilter("temperature", EntityKeyType.CLIENT_ATTRIBUTE, NumericFilterPredicate.NumericOperation.LESS, 45);
    List<KeyFilter> keyFiltersLessTemperature = Collections.singletonList(lessTemperatureFilter);
    KeyFilter lessOrEqualTemperatureFilter = createNumericKeyFilter("temperature", EntityKeyType.CLIENT_ATTRIBUTE, NumericFilterPredicate.NumericOperation.LESS_OR_EQUAL, 45);
    List<KeyFilter> keyFiltersLessOrEqualTemperature = Collections.singletonList(lessOrEqualTemperatureFilter);
    KeyFilter equalTemperatureFilter = createNumericKeyFilter("temperature", EntityKeyType.CLIENT_ATTRIBUTE, NumericFilterPredicate.NumericOperation.EQUAL, 45);
    List<KeyFilter> keyFiltersEqualTemperature = Collections.singletonList(equalTemperatureFilter);
    KeyFilter notEqualTemperatureFilter = createNumericKeyFilter("temperature", EntityKeyType.CLIENT_ATTRIBUTE, NumericFilterPredicate.NumericOperation.NOT_EQUAL, 45);
    List<KeyFilter> keyFiltersNotEqualTemperature = Collections.singletonList(notEqualTemperatureFilter);
    // Greater Operation
    EntityDataPageLink pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    EntityDataQuery query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFiltersGreaterTemperature);
    PageData<EntityData> data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    List<EntityData> loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(greaterTemperatures.size(), loadedEntities.size());
    List<String> loadedTemperatures = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.CLIENT_ATTRIBUTE).get("temperature").getValue()).collect(Collectors.toList());
    List<String> deviceTemperatures = greaterTemperatures.stream().map(aLong -> Long.toString(aLong)).collect(Collectors.toList());
    Assert.assertEquals(deviceTemperatures, loadedTemperatures);
    // Greater or equal Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFiltersGreaterOrEqualTemperature);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(greaterOrEqualTemperatures.size(), loadedEntities.size());
    loadedTemperatures = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.CLIENT_ATTRIBUTE).get("temperature").getValue()).collect(Collectors.toList());
    deviceTemperatures = greaterOrEqualTemperatures.stream().map(aLong -> Long.toString(aLong)).collect(Collectors.toList());
    Assert.assertEquals(deviceTemperatures, loadedTemperatures);
    // Less Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFiltersLessTemperature);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(lessTemperatures.size(), loadedEntities.size());
    loadedTemperatures = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.CLIENT_ATTRIBUTE).get("temperature").getValue()).collect(Collectors.toList());
    deviceTemperatures = lessTemperatures.stream().map(aLong -> Long.toString(aLong)).collect(Collectors.toList());
    Assert.assertEquals(deviceTemperatures, loadedTemperatures);
    // Less or equal Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFiltersLessOrEqualTemperature);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(lessOrEqualTemperatures.size(), loadedEntities.size());
    loadedTemperatures = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.CLIENT_ATTRIBUTE).get("temperature").getValue()).collect(Collectors.toList());
    deviceTemperatures = lessOrEqualTemperatures.stream().map(aLong -> Long.toString(aLong)).collect(Collectors.toList());
    Assert.assertEquals(deviceTemperatures, loadedTemperatures);
    // Equal Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFiltersEqualTemperature);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(equalTemperatures.size(), loadedEntities.size());
    loadedTemperatures = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.CLIENT_ATTRIBUTE).get("temperature").getValue()).collect(Collectors.toList());
    deviceTemperatures = equalTemperatures.stream().map(aLong -> Long.toString(aLong)).collect(Collectors.toList());
    Assert.assertEquals(deviceTemperatures, loadedTemperatures);
    // Not equal Operation
    pageLink = new EntityDataPageLink(100, 0, null, sortOrder);
    query = new EntityDataQuery(filter, pageLink, entityFields, latestValues, keyFiltersNotEqualTemperature);
    data = entityService.findEntityDataByQuery(tenantId, new CustomerId(CustomerId.NULL_UUID), query);
    loadedEntities = getLoadedEntities(data, query);
    Assert.assertEquals(notEqualTemperatures.size(), loadedEntities.size());
    loadedTemperatures = loadedEntities.stream().map(entityData -> entityData.getLatest().get(EntityKeyType.CLIENT_ATTRIBUTE).get("temperature").getValue()).collect(Collectors.toList());
    deviceTemperatures = notEqualTemperatures.stream().map(aLong -> Long.toString(aLong)).collect(Collectors.toList());
    Assert.assertEquals(deviceTemperatures, loadedTemperatures);
    deviceService.deleteDevicesByTenantId(tenantId);
}