added cf output strategy

application/src/main/java/org/thingsboard/server/actors/calculatedField/CalculatedFieldEntityMessageProcessor.java

@@ -406,7 +406,7 @@ public class CalculatedFieldEntityMessageProcessor extends AbstractContextAwareM
                 stateSizeChecked = true;
                 if (state.isSizeOk()) {
                     if (!calculationResult.isEmpty()) {
-                        cfService.pushMsgToRuleEngine(tenantId, entityId, calculationResult, cfIdList, callback);
+                        cfService.processResult(tenantId, entityId, calculationResult, cfIdList, callback);
                     } else {
                         callback.onSuccess();
                     }

application/src/main/java/org/thingsboard/server/service/cf/AbstractCalculatedFieldProcessingService.java

@@ -15,18 +15,28 @@
  */
 package org.thingsboard.server.service.cf;
 
+import com.google.common.util.concurrent.FutureCallback;
 import com.google.common.util.concurrent.Futures;
 import com.google.common.util.concurrent.ListenableFuture;
 import com.google.common.util.concurrent.ListeningExecutorService;
 import com.google.common.util.concurrent.MoreExecutors;
+import com.google.common.util.concurrent.SettableFuture;
+import com.google.gson.JsonElement;
+import com.google.gson.JsonParser;
 import jakarta.annotation.PostConstruct;
 import jakarta.annotation.PreDestroy;
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
 import org.thingsboard.common.util.ThingsBoardExecutors;
+import org.thingsboard.rule.engine.api.AttributesSaveRequest;
+import org.thingsboard.rule.engine.api.TimeseriesSaveRequest;
+import org.thingsboard.server.common.adaptor.JsonConverter;
 import org.thingsboard.server.common.data.cf.configuration.Argument;
 import org.thingsboard.server.common.data.cf.configuration.ArgumentType;
+import org.thingsboard.server.common.data.cf.configuration.OutputType;
 import org.thingsboard.server.common.data.cf.configuration.RelationPathQueryDynamicSourceConfiguration;
+import org.thingsboard.server.common.data.cf.configuration.TimeSeriesSkipRuleEngineOutputStrategy;
+import org.thingsboard.server.common.data.id.CalculatedFieldId;
 import org.thingsboard.server.common.data.id.EntityId;
 import org.thingsboard.server.common.data.id.TenantId;
 import org.thingsboard.server.common.data.kv.Aggregation;
@@ -34,9 +44,11 @@ import org.thingsboard.server.common.data.kv.AttributeKvEntry;
 import org.thingsboard.server.common.data.kv.BaseAttributeKvEntry;
 import org.thingsboard.server.common.data.kv.BaseReadTsKvQuery;
 import org.thingsboard.server.common.data.kv.BasicTsKvEntry;
+import org.thingsboard.server.common.data.kv.KvEntry;
 import org.thingsboard.server.common.data.kv.ReadTsKvQuery;
 import org.thingsboard.server.common.data.kv.TsKvEntry;
 import org.thingsboard.server.common.data.tenant.profile.DefaultTenantProfileConfiguration;
+import org.thingsboard.server.common.msg.queue.TbCallback;
 import org.thingsboard.server.dao.attributes.AttributesService;
 import org.thingsboard.server.dao.relation.RelationService;
 import org.thingsboard.server.dao.timeseries.TimeseriesService;
@@ -44,10 +56,13 @@ import org.thingsboard.server.dao.usagerecord.ApiLimitService;
 import org.thingsboard.server.service.cf.ctx.state.ArgumentEntry;
 import org.thingsboard.server.service.cf.ctx.state.CalculatedFieldCtx;
 import org.thingsboard.server.service.cf.ctx.state.SingleValueArgumentEntry;
+import org.thingsboard.server.service.telemetry.TelemetrySubscriptionService;
 
+import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.Objects;
 import java.util.Optional;
 import java.util.Set;
 import java.util.concurrent.ExecutionException;
@@ -67,6 +82,7 @@ public abstract class AbstractCalculatedFieldProcessingService {
 
     protected final AttributesService attributesService;
     protected final TimeseriesService timeseriesService;
+    protected final TelemetrySubscriptionService tsSubService;
     protected final ApiLimitService apiLimitService;
     protected final RelationService relationService;
     protected final OwnerService ownerService;
@@ -268,4 +284,65 @@ public abstract class AbstractCalculatedFieldProcessingService {
         return new BaseReadTsKvQuery(argument.getRefEntityKey().getKey(), startTs, endTs, 0, limit, Aggregation.NONE);
     }
 
+    protected void saveTelemetryResult(TenantId tenantId, EntityId entityId, TelemetryCalculatedFieldResult cfResult, List<CalculatedFieldId> cfIds, TbCallback callback) {
+        OutputType type = cfResult.getType();
+        JsonElement jsonResult = JsonParser.parseString(Objects.requireNonNull(cfResult.stringValue()));
+
+        log.trace("[{}][{}] Saving CF result: {}", tenantId, entityId, jsonResult);
+
+        SettableFuture<Void> future = SettableFuture.create();
+        switch (type) {
+            case ATTRIBUTES -> saveAttributes(tenantId, entityId, jsonResult, cfIds, future);
+            case TIME_SERIES -> saveTimeSeries(tenantId, entityId, jsonResult, ((TimeSeriesSkipRuleEngineOutputStrategy) cfResult.getOutputStrategy()).getTtl(), cfIds, System.currentTimeMillis(), TimeseriesSaveRequest.Strategy.PROCESS_ALL, future);
+        }
+
+        if (log.isTraceEnabled()) {
+            Futures.addCallback(future, new FutureCallback<>() {
+                @Override
+                public void onSuccess(Void v) {
+                    callback.onSuccess();
+                    log.debug("[{}][{}] Saved CF result: {}", tenantId, entityId, cfResult);
+                }
+
+                @Override
+                public void onFailure(Throwable t) {
+                    callback.onFailure(t);
+                    log.error("[{}][{}] Failed to save CF result {}", tenantId, entityId, cfResult, t);
+                }
+            }, MoreExecutors.directExecutor());
+        }
+    }
+
+    private void saveAttributes(TenantId tenantId, EntityId entityId, JsonElement jsonResult, List<CalculatedFieldId> cfIds, SettableFuture<Void> future) {
+        List<AttributeKvEntry> attributeKvEntries = JsonConverter.convertToAttributes(jsonResult);
+        tsSubService.saveAttributesInternal(AttributesSaveRequest.builder()
+                .tenantId(tenantId)
+                .entityId(entityId)
+                .entries(attributeKvEntries)
+                .strategy(AttributesSaveRequest.Strategy.PROCESS_ALL)
+                .previousCalculatedFieldIds(cfIds)
+                .future(future)
+                .build()
+        );
+    }
+
+    private void saveTimeSeries(TenantId tenantId, EntityId entityId, JsonElement jsonResult, Long ttl,  List<CalculatedFieldId> cfIds, long ts, TimeseriesSaveRequest.Strategy strategy, SettableFuture<Void> future) {
+        Map<Long, List<KvEntry>> tsKvMap = JsonConverter.convertToTelemetry(jsonResult, ts);
+        List<TsKvEntry> tsEntries = new ArrayList<>();
+        for (Map.Entry<Long, List<KvEntry>> tsKvEntry : tsKvMap.entrySet()) {
+            for (KvEntry kvEntry : tsKvEntry.getValue()) {
+                tsEntries.add(new BasicTsKvEntry(tsKvEntry.getKey(), kvEntry));
+            }
+        }
+        tsSubService.saveTimeseriesInternal(TimeseriesSaveRequest.builder()
+                .tenantId(tenantId)
+                .entityId(entityId)
+                .entries(tsEntries)
+                .ttl(ttl)
+                .strategy(strategy)
+                .previousCalculatedFieldIds(cfIds)
+                .future(future)
+                .build());
+    }
+
 }

application/src/main/java/org/thingsboard/server/service/cf/AlarmCalculatedFieldResult.java

@@ -21,6 +21,8 @@ import lombok.RequiredArgsConstructor;
 import org.thingsboard.common.util.JacksonUtil;
 import org.thingsboard.rule.engine.action.TbAlarmResult;
 import org.thingsboard.server.common.data.DataConstants;
+import org.thingsboard.server.common.data.cf.configuration.OutputStrategy;
+import org.thingsboard.server.common.data.cf.configuration.PushToRuleEngineOutputStrategy;
 import org.thingsboard.server.common.data.id.CalculatedFieldId;
 import org.thingsboard.server.common.data.id.EntityId;
 import org.thingsboard.server.common.data.msg.TbMsgType;
@@ -36,6 +38,11 @@ public class AlarmCalculatedFieldResult implements CalculatedFieldResult {
 
     private final TbAlarmResult alarmResult;
 
+    @Override
+    public OutputStrategy getOutputStrategy() {
+        return new PushToRuleEngineOutputStrategy();
+    }
+
     @Override
     public TbMsg toTbMsg(EntityId entityId, List<CalculatedFieldId> cfIds) {
         TbMsgType msgType;

application/src/main/java/org/thingsboard/server/service/cf/CalculatedFieldProcessingService.java

@@ -37,6 +37,10 @@ public interface CalculatedFieldProcessingService {
 
     Map<String, ArgumentEntry> fetchArgsFromDb(TenantId tenantId, EntityId entityId, Map<String, Argument> arguments);
 
+    void saveToDB(TenantId tenantId, EntityId entityId, CalculatedFieldResult result, List<CalculatedFieldId> cfIds, TbCallback callback);
+
+    void processResult(TenantId tenantId, EntityId entityId, CalculatedFieldResult result, List<CalculatedFieldId> cfIds, TbCallback callback);
+
     void pushMsgToRuleEngine(TenantId tenantId, EntityId entityId, CalculatedFieldResult result, List<CalculatedFieldId> cfIds, TbCallback callback);
 
     void pushMsgToLinks(CalculatedFieldTelemetryMsg msg, List<CalculatedFieldEntityCtxId> linkedCalculatedFields, TbCallback callback);

application/src/main/java/org/thingsboard/server/service/cf/CalculatedFieldResult.java

@@ -15,6 +15,7 @@
  */
 package org.thingsboard.server.service.cf;
 
+import org.thingsboard.server.common.data.cf.configuration.OutputStrategy;
 import org.thingsboard.server.common.data.id.CalculatedFieldId;
 import org.thingsboard.server.common.data.id.EntityId;
 import org.thingsboard.server.common.msg.TbMsg;
@@ -23,6 +24,8 @@ import java.util.List;
 
 public interface CalculatedFieldResult {
 
+    OutputStrategy getOutputStrategy();
+
     TbMsg toTbMsg(EntityId entityId, List<CalculatedFieldId> cfIds);
 
     String stringValue();

application/src/main/java/org/thingsboard/server/service/cf/DefaultCalculatedFieldProcessingService.java

@@ -17,6 +17,7 @@ package org.thingsboard.server.service.cf;
 
 import com.google.common.util.concurrent.ListenableFuture;
 import lombok.extern.slf4j.Slf4j;
+import org.apache.logging.log4j.util.TriConsumer;
 import org.springframework.stereotype.Service;
 import org.thingsboard.server.actors.calculatedField.CalculatedFieldTelemetryMsg;
 import org.thingsboard.server.actors.calculatedField.MultipleTbCallback;
@@ -47,6 +48,7 @@ import org.thingsboard.server.queue.util.TbRuleEngineComponent;
 import org.thingsboard.server.service.cf.ctx.CalculatedFieldEntityCtxId;
 import org.thingsboard.server.service.cf.ctx.state.ArgumentEntry;
 import org.thingsboard.server.service.cf.ctx.state.CalculatedFieldCtx;
+import org.thingsboard.server.service.telemetry.TelemetrySubscriptionService;
 
 import java.util.ArrayList;
 import java.util.Collections;
@@ -72,8 +74,9 @@ public class DefaultCalculatedFieldProcessingService extends AbstractCalculatedF
                                                    RelationService relationService,
                                                    OwnerService ownerService,
                                                    TbClusterService clusterService,
+                                                   TelemetrySubscriptionService tsSubService,
                                                    PartitionService partitionService) {
-        super(attributesService, timeseriesService, apiLimitService, relationService, ownerService);
+        super(attributesService, timeseriesService, tsSubService, apiLimitService, relationService, ownerService);
         this.clusterService = clusterService;
         this.partitionService = partitionService;
     }
@@ -111,27 +114,51 @@ public class DefaultCalculatedFieldProcessingService extends AbstractCalculatedF
         return resolveArgumentFutures(argFutures);
     }
 
+    @Override
+    public void processResult(TenantId tenantId, EntityId entityId, CalculatedFieldResult result, List<CalculatedFieldId> cfIds, TbCallback callback) {
+        switch (result.getOutputStrategy().getType()) {
+            case SKIP_RULE_ENGINE -> saveToDB(tenantId, entityId, result, cfIds, callback);
+            case PUSH_TO_RULE_ENGINE -> pushMsgToRuleEngine(tenantId, entityId, result, cfIds, callback);
+        }
+    }
+
+    @Override
+    public void saveToDB(TenantId tenantId, EntityId entityId, CalculatedFieldResult result, List<CalculatedFieldId> cfIds, TbCallback callback) {
+        if (result instanceof TelemetryCalculatedFieldResult telemetryResult) {
+            saveTelemetryResult(tenantId, entityId, telemetryResult, cfIds, callback);
+            return;
+        }
+        if (result instanceof PropagationCalculatedFieldResult propagationResult) {
+            handlePropagationResults(propagationResult, callback,
+                    (entity, res, cb) -> saveTelemetryResult(tenantId, entityId, res, cfIds, cb));
+        }
+    }
+
     @Override
     public void pushMsgToRuleEngine(TenantId tenantId, EntityId entityId, CalculatedFieldResult result, List<CalculatedFieldId> cfIds, TbCallback callback) {
-        if (!(result instanceof PropagationCalculatedFieldResult propagationCalculatedFieldResult)) {
-            TbMsg msg = result.toTbMsg(entityId, cfIds);
-            sendMsgToRuleEngine(tenantId, entityId, callback, msg);
+        if (result instanceof PropagationCalculatedFieldResult propagationResult) {
+            handlePropagationResults(propagationResult, callback,
+                    (entity, res, cb) -> sendMsgToRuleEngine(tenantId, entityId, cb, res.toTbMsg(entity, cfIds)));
             return;
         }
-        List<EntityId> propagationEntityIds = propagationCalculatedFieldResult.getPropagationEntityIds();
+
+        sendMsgToRuleEngine(tenantId, entityId, callback, result.toTbMsg(entityId, cfIds));
+    }
+
+    private void handlePropagationResults(PropagationCalculatedFieldResult propagationResult, TbCallback callback,
+                                          TriConsumer<EntityId, TelemetryCalculatedFieldResult, TbCallback> telemetryResultHandler) {
+        List<EntityId> propagationEntityIds = propagationResult.getPropagationEntityIds();
         if (propagationEntityIds.isEmpty()) {
             callback.onSuccess();
         }
         if (propagationEntityIds.size() == 1) {
             EntityId propagationEntityId = propagationEntityIds.get(0);
-            TbMsg msg = result.toTbMsg(propagationEntityId, cfIds);
-            sendMsgToRuleEngine(tenantId, propagationEntityId, callback, msg);
+            telemetryResultHandler.accept(propagationEntityId, propagationResult.getResult(), callback);
             return;
         }
         MultipleTbCallback multipleTbCallback = new MultipleTbCallback(propagationEntityIds.size(), callback);
         for (var propagationEntityId : propagationEntityIds) {
-            TbMsg msg = result.toTbMsg(propagationEntityId, cfIds);
-            sendMsgToRuleEngine(tenantId, propagationEntityId, multipleTbCallback, msg);
+            telemetryResultHandler.accept(propagationEntityId, propagationResult.getResult(), multipleTbCallback);
         }
     }
 

application/src/main/java/org/thingsboard/server/service/cf/PropagationCalculatedFieldResult.java

@@ -17,6 +17,7 @@ package org.thingsboard.server.service.cf;
 
 import lombok.Builder;
 import lombok.Data;
+import org.thingsboard.server.common.data.cf.configuration.OutputStrategy;
 import org.thingsboard.server.common.data.id.CalculatedFieldId;
 import org.thingsboard.server.common.data.id.EntityId;
 import org.thingsboard.server.common.data.util.CollectionsUtil;
@@ -31,6 +32,11 @@ public final class PropagationCalculatedFieldResult implements CalculatedFieldRe
     private final List<EntityId> propagationEntityIds;
     private final TelemetryCalculatedFieldResult result;
 
+    @Override
+    public OutputStrategy getOutputStrategy() {
+        return result.getOutputStrategy();
+    }
+
     @Override
     public TbMsg toTbMsg(EntityId entityId, List<CalculatedFieldId> cfIds) {
         return result.toTbMsg(entityId, cfIds);

application/src/main/java/org/thingsboard/server/service/cf/TelemetryCalculatedFieldResult.java

@@ -19,6 +19,7 @@ import com.fasterxml.jackson.databind.JsonNode;
 import lombok.Builder;
 import lombok.Data;
 import org.thingsboard.server.common.data.AttributeScope;
+import org.thingsboard.server.common.data.cf.configuration.OutputStrategy;
 import org.thingsboard.server.common.data.cf.configuration.OutputType;
 import org.thingsboard.server.common.data.id.CalculatedFieldId;
 import org.thingsboard.server.common.data.id.EntityId;
@@ -37,6 +38,7 @@ public final class TelemetryCalculatedFieldResult implements CalculatedFieldResu
 
     private final OutputType type;
     private final AttributeScope scope;
+    private final OutputStrategy outputStrategy;
     private final JsonNode result;
 
     @Override

application/src/main/java/org/thingsboard/server/service/cf/ctx/state/ScriptCalculatedFieldState.java

@@ -52,6 +52,7 @@ public class ScriptCalculatedFieldState extends BaseCalculatedFieldState {
         Output output = ctx.getOutput();
         return Futures.transform(resultFuture,
                 result -> TelemetryCalculatedFieldResult.builder()
+                        .outputStrategy(output.getStrategy())
                         .type(output.getType())
                         .scope(output.getScope())
                         .result(JacksonUtil.valueToTree(result))

application/src/main/java/org/thingsboard/server/service/cf/ctx/state/SimpleCalculatedFieldState.java

@@ -56,6 +56,7 @@ public class SimpleCalculatedFieldState extends BaseCalculatedFieldState {
         JsonNode outputResult = createResultJson(ctx.isUseLatestTs(), output.getName(), result);
 
         return Futures.immediateFuture(TelemetryCalculatedFieldResult.builder()
+                .outputStrategy(output.getStrategy())
                 .type(output.getType())
                 .scope(output.getScope())
                 .result(outputResult)

application/src/main/java/org/thingsboard/server/service/cf/ctx/state/geofencing/GeofencingCalculatedFieldState.java

@@ -130,6 +130,7 @@ public class GeofencingCalculatedFieldState extends BaseCalculatedFieldState {
 
         OutputType outputType = ctx.getOutput().getType();
         var result = TelemetryCalculatedFieldResult.builder()
+                .outputStrategy(ctx.getOutput().getStrategy())
                 .type(outputType)
                 .scope(ctx.getOutput().getScope())
                 .result(toResultNode(outputType, valuesNode))

application/src/main/java/org/thingsboard/server/service/cf/ctx/state/propagation/PropagationCalculatedFieldState.java

@@ -91,6 +91,7 @@ public class PropagationCalculatedFieldState extends ScriptCalculatedFieldState
         Output output = ctx.getOutput();
         TelemetryCalculatedFieldResult.TelemetryCalculatedFieldResultBuilder telemetryCfBuilder =
                 TelemetryCalculatedFieldResult.builder()
+                        .outputStrategy(output.getStrategy())
                         .type(output.getType())
                         .scope(output.getScope());
         ObjectNode valuesNode = JacksonUtil.newObjectNode();

application/src/test/java/org/thingsboard/server/cf/CalculatedFieldIntegrationTest.java

@@ -35,12 +35,15 @@ import org.thingsboard.server.common.data.cf.configuration.Argument;
 import org.thingsboard.server.common.data.cf.configuration.ArgumentType;
 import org.thingsboard.server.common.data.cf.configuration.CalculatedFieldConfiguration;
 import org.thingsboard.server.common.data.cf.configuration.Output;
+import org.thingsboard.server.common.data.cf.configuration.OutputStrategy;
 import org.thingsboard.server.common.data.cf.configuration.OutputType;
 import org.thingsboard.server.common.data.cf.configuration.PropagationCalculatedFieldConfiguration;
 import org.thingsboard.server.common.data.cf.configuration.ReferencedEntityKey;
 import org.thingsboard.server.common.data.cf.configuration.RelationPathQueryDynamicSourceConfiguration;
 import org.thingsboard.server.common.data.cf.configuration.ScriptCalculatedFieldConfiguration;
 import org.thingsboard.server.common.data.cf.configuration.SimpleCalculatedFieldConfiguration;
+import org.thingsboard.server.common.data.cf.configuration.SkipRuleEngineOutputStrategy;
+import org.thingsboard.server.common.data.cf.configuration.TimeSeriesSkipRuleEngineOutputStrategy;
 import org.thingsboard.server.common.data.cf.configuration.geofencing.EntityCoordinates;
 import org.thingsboard.server.common.data.cf.configuration.geofencing.GeofencingCalculatedFieldConfiguration;
 import org.thingsboard.server.common.data.cf.configuration.geofencing.ZoneGroupConfiguration;
@@ -1162,6 +1165,48 @@ public class CalculatedFieldIntegrationTest extends CalculatedFieldControllerTes
                 });
     }
 
+    @Test
+    public void testSimpleCalculatedFieldWhenSkipRuleEngineOutputProcessing() throws Exception {
+        Device testDevice = createDevice("Test device", "1234567890");
+
+        postTelemetry(testDevice.getId(), "{\"temperature\":24.5}");
+
+        CalculatedField calculatedField = new CalculatedField();
+        calculatedField.setEntityId(testDevice.getId());
+        calculatedField.setType(CalculatedFieldType.SIMPLE);
+        calculatedField.setName("C to F");
+        calculatedField.setDebugSettings(DebugSettings.all());
+
+        SimpleCalculatedFieldConfiguration config = new SimpleCalculatedFieldConfiguration();
+
+        Argument argument = new Argument();
+        ReferencedEntityKey refEntityKey = new ReferencedEntityKey("temperature", ArgumentType.TS_LATEST, null);
+        argument.setRefEntityKey(refEntityKey);
+        config.setArguments(Map.of("T", argument));
+        config.setExpression("(T * 9/5) + 32");
+
+        Output output = new Output();
+        output.setName("fahrenheitTemp");
+        output.setType(OutputType.TIME_SERIES);
+        output.setDecimalsByDefault(1);
+        output.setStrategy(new TimeSeriesSkipRuleEngineOutputStrategy(1000L));
+
+        config.setOutput(output);
+
+        config.setUseLatestTs(true);
+
+        calculatedField.setConfiguration(config);
+
+        CalculatedField savedCalculatedField = doPost("/api/calculatedField", calculatedField, CalculatedField.class);
+
+        await().alias("create CF -> perform initial calculation").atMost(TIMEOUT, TimeUnit.SECONDS)
+                .pollInterval(POLL_INTERVAL, TimeUnit.SECONDS)
+                .untilAsserted(() -> {
+                    ObjectNode fahrenheitTemp = getLatestTelemetry(testDevice.getId(), "fahrenheitTemp");
+                    assertThat(fahrenheitTemp).isNotNull();
+                    assertThat(fahrenheitTemp.get("fahrenheitTemp").get(0).get("value").asText()).isEqualTo("76.1");
+                });
+    }
 
     private ObjectNode getLatestTelemetry(EntityId entityId, String... keys) throws Exception {
         return doGetAsync("/api/plugins/telemetry/" + entityId.getEntityType() + "/" + entityId.getId() + "/values/timeseries?keys=" + String.join(",", keys), ObjectNode.class);

common/data/src/main/java/org/thingsboard/server/common/data/cf/configuration/AttributeSkipRuleEngineOutputStrategy.java

@@ -0,0 +1,29 @@
+/**
+ * Copyright © 2016-2025 The Thingsboard Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.thingsboard.server.common.data.cf.configuration;
+
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+public class AttributeSkipRuleEngineOutputStrategy extends SkipRuleEngineOutputStrategy {
+
+    private boolean updateAttributesOnlyOnValueChange;
+
+}

common/data/src/main/java/org/thingsboard/server/common/data/cf/configuration/Output.java

@@ -16,6 +16,7 @@
 package org.thingsboard.server.common.data.cf.configuration;
 
 import com.fasterxml.jackson.annotation.JsonInclude;
+import com.fasterxml.jackson.annotation.JsonTypeInfo;
 import lombok.Data;
 import org.thingsboard.server.common.data.AttributeScope;
 
@@ -28,4 +29,11 @@ public class Output {
     private AttributeScope scope;
     private Integer decimalsByDefault;
 
+    @JsonTypeInfo(
+            use = JsonTypeInfo.Id.NAME,
+            include = JsonTypeInfo.As.EXTERNAL_PROPERTY,
+            property = "type"
+    )
+    private OutputStrategy strategy;
+
 }

common/data/src/main/java/org/thingsboard/server/common/data/cf/configuration/OutputStrategy.java

@@ -0,0 +1,37 @@
+/**
+ * Copyright © 2016-2025 The Thingsboard Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.thingsboard.server.common.data.cf.configuration;
+
+
+import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+import com.fasterxml.jackson.annotation.JsonSubTypes;
+import com.fasterxml.jackson.annotation.JsonTypeInfo;
+
+@JsonTypeInfo(
+        use = JsonTypeInfo.Id.NAME,
+        include = JsonTypeInfo.As.PROPERTY,
+        property = "type"
+)
+@JsonSubTypes({
+        @JsonSubTypes.Type(value = SkipRuleEngineOutputStrategy.class, name = "SKIP_RULE_ENGINE"),
+        @JsonSubTypes.Type(value = PushToRuleEngineOutputStrategy.class, name = "PUSH_TO_RULE_ENGINE")
+})
+@JsonIgnoreProperties(ignoreUnknown = true)
+public interface OutputStrategy {
+
+    OutputStrategyType getType();
+
+}

common/data/src/main/java/org/thingsboard/server/common/data/cf/configuration/OutputStrategyType.java

@@ -0,0 +1,22 @@
+/**
+ * Copyright © 2016-2025 The Thingsboard Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.thingsboard.server.common.data.cf.configuration;
+
+public enum OutputStrategyType {
+
+    SKIP_RULE_ENGINE, PUSH_TO_RULE_ENGINE
+
+}

common/data/src/main/java/org/thingsboard/server/common/data/cf/configuration/PushToRuleEngineOutputStrategy.java

@@ -0,0 +1,25 @@
+/**
+ * Copyright © 2016-2025 The Thingsboard Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.thingsboard.server.common.data.cf.configuration;
+
+public class PushToRuleEngineOutputStrategy implements OutputStrategy {
+
+    @Override
+    public OutputStrategyType getType() {
+        return OutputStrategyType.PUSH_TO_RULE_ENGINE;
+    }
+
+}

common/data/src/main/java/org/thingsboard/server/common/data/cf/configuration/SkipRuleEngineOutputStrategy.java

@@ -0,0 +1,37 @@
+/**
+ * Copyright © 2016-2025 The Thingsboard Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.thingsboard.server.common.data.cf.configuration;
+
+import com.fasterxml.jackson.annotation.JsonSubTypes;
+import com.fasterxml.jackson.annotation.JsonTypeInfo;
+
+@JsonTypeInfo(
+        use = JsonTypeInfo.Id.NAME,
+        include = JsonTypeInfo.As.EXTERNAL_PROPERTY,
+        property = "type"
+)
+@JsonSubTypes({
+        @JsonSubTypes.Type(value = AttributeSkipRuleEngineOutputStrategy.class, name = "ATTRIBUTES"),
+        @JsonSubTypes.Type(value = TimeSeriesSkipRuleEngineOutputStrategy.class, name = "TIME_SERIES")
+})
+public abstract class SkipRuleEngineOutputStrategy implements OutputStrategy {
+
+    @Override
+    public OutputStrategyType getType() {
+        return OutputStrategyType.SKIP_RULE_ENGINE;
+    }
+
+}

common/data/src/main/java/org/thingsboard/server/common/data/cf/configuration/TimeSeriesSkipRuleEngineOutputStrategy.java

@@ -0,0 +1,29 @@
+/**
+ * Copyright © 2016-2025 The Thingsboard Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.thingsboard.server.common.data.cf.configuration;
+
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+public class TimeSeriesSkipRuleEngineOutputStrategy extends SkipRuleEngineOutputStrategy {
+
+    private long ttl;
+
+}