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

Example 21 with NumericFilterPredicate

use of org.thingsboard.server.common.data.query.NumericFilterPredicate 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 22 with NumericFilterPredicate

use of org.thingsboard.server.common.data.query.NumericFilterPredicate 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 23 with NumericFilterPredicate

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

the class BaseEntityServiceTest method createNumericKeyFilter.

private KeyFilter createNumericKeyFilter(String key, EntityKeyType keyType, NumericFilterPredicate.NumericOperation operation, double value) {
    KeyFilter filter = new KeyFilter();
    filter.setKey(new EntityKey(keyType, key));
    NumericFilterPredicate predicate = new NumericFilterPredicate();
    predicate.setValue(FilterPredicateValue.fromDouble(value));
    predicate.setOperation(operation);
    filter.setPredicate(predicate);
    return filter;
}