Refactoring for TelemetrySubscriptionUpdate
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				@ -44,6 +44,7 @@ import org.thingsboard.server.service.ws.WebSocketSessionRef;
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import org.thingsboard.server.service.ws.telemetry.sub.TelemetrySubscriptionUpdate;
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import java.util.ArrayList;
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import java.util.Comparator;
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import java.util.HashMap;
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import java.util.List;
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import java.util.Map;
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@ -154,9 +155,8 @@ public abstract class TbAbstractEntityQuerySubCtx<T extends EntityCountQuery> ex
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    private void dynamicValueSubUpdate(String sessionId, TelemetrySubscriptionUpdate subscriptionUpdate,
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                                       Map<String, DynamicValueKeySub> dynamicValueKeySubMap) {
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        Map<String, TsValue> latestUpdate = new HashMap<>();
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        subscriptionUpdate.getData().forEach((k, v) -> {
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            Object[] data = (Object[]) v.get(0);
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            latestUpdate.put(k, new TsValue((Long) data[0], (String) data[1]));
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        subscriptionUpdate.getData().forEach((key, values) -> {
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            latestUpdate.put(key, getLatest(values));
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        });
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        boolean invalidateFilter = false;
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@ -283,6 +283,12 @@ public abstract class TbAbstractEntityQuerySubCtx<T extends EntityCountQuery> ex
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        }
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    }
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    protected TsValue getLatest(List<TsValue> values) {
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        return values.stream()
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                .max(Comparator.comparing(TsValue::getTs))
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                .orElse(null);
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    }
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    @Data
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    public static class DynamicValueKey {
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        @Getter
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@ -38,7 +38,6 @@ import org.thingsboard.server.common.data.query.TsValue;
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import org.thingsboard.server.dao.alarm.AlarmService;
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import org.thingsboard.server.dao.attributes.AttributesService;
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import org.thingsboard.server.dao.entity.EntityService;
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import org.thingsboard.server.dao.model.ModelConstants;
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import org.thingsboard.server.dao.sql.query.EntityKeyMapping;
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import org.thingsboard.server.service.ws.WebSocketService;
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import org.thingsboard.server.service.ws.WebSocketSessionRef;
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@ -191,9 +190,8 @@ public class TbAlarmDataSubCtx extends TbAbstractDataSubCtx<AlarmDataQuery> {
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        EntityId entityId = subToEntityIdMap.get(subscriptionUpdate.getSubscriptionId());
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        if (entityId != null) {
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            Map<String, TsValue> latestUpdate = new HashMap<>();
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            subscriptionUpdate.getData().forEach((k, v) -> {
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                Object[] data = (Object[]) v.get(0);
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                latestUpdate.put(k, new TsValue((Long) data[0], (String) data[1]));
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            subscriptionUpdate.getData().forEach((key, values) -> {
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                latestUpdate.put(key, getLatest(values));
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            });
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            EntityData entityData = entitiesMap.get(entityId);
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            entityData.getLatest().computeIfAbsent(keyType, tmp -> new HashMap<>()).putAll(latestUpdate);
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@ -43,7 +43,6 @@ import java.util.HashMap;
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import java.util.HashSet;
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import java.util.List;
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import java.util.Map;
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import java.util.Optional;
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import java.util.Set;
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import java.util.stream.Collectors;
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@ -94,16 +93,12 @@ public class TbEntityDataSubCtx extends TbAbstractDataSubCtx<EntityDataQuery> {
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    private void sendLatestWsMsg(EntityId entityId, String sessionId, TelemetrySubscriptionUpdate subscriptionUpdate, EntityKeyType keyType) {
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        Map<String, TsValue> latestUpdate = new HashMap<>();
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        subscriptionUpdate.getData().forEach((key, data) -> data.stream()
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                .filter(o -> o instanceof Object[] && ((Object[]) o).length > 0 && ((Object[]) o)[0] instanceof Long)
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                .max(Comparator.comparingLong(o -> (Long) ((Object[]) o)[0]))
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                .ifPresent(max -> {
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                    Object[] arr = (Object[]) max;
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                    latestUpdate.put(key, new TsValue((Long) arr[0], (String) arr[1]));
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                }));
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        subscriptionUpdate.getData().forEach((key, values) -> {
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            latestUpdate.put(key, getLatest(values));
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        });
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        EntityData entityData = getDataForEntity(entityId);
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        if (entityData != null && entityData.getLatest() != null) {
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            Map<String, TsValue> latestCtxValues = entityData.getLatest().computeIfAbsent(keyType, key -> new HashMap<>());
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            Map<String, TsValue> latestCtxValues = entityData.getLatest().computeIfAbsent(keyType, __ -> new HashMap<>());
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            log.trace("[{}][{}][{}] Going to compare update with {}", sessionId, cmdId, subscriptionUpdate.getSubscriptionId(), latestCtxValues);
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            latestCtxValues.forEach((k, v) -> {
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                TsValue update = latestUpdate.get(k);
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@ -134,40 +129,39 @@ public class TbEntityDataSubCtx extends TbAbstractDataSubCtx<EntityDataQuery> {
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    private void sendTsWsMsg(EntityId entityId, String sessionId, TelemetrySubscriptionUpdate subscriptionUpdate, EntityKeyType keyType) {
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        Map<String, List<TsValue>> tsUpdate = new HashMap<>();
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        subscriptionUpdate.getData().forEach((k, v) -> {
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            Object[] data = (Object[]) v.get(0);
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            tsUpdate.computeIfAbsent(k, key -> new ArrayList<>()).add(new TsValue((Long) data[0], (String) data[1]));
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        subscriptionUpdate.getData().forEach((key, values) -> {
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            tsUpdate.put(key, new ArrayList<>(values));
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        });
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        Map<String, TsValue> latestCtxValues = getLatestTsValuesForEntity(entityId);
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        log.trace("[{}][{}][{}] Going to compare update with {}", sessionId, cmdId, subscriptionUpdate.getSubscriptionId(), latestCtxValues);
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        if (latestCtxValues != null) {
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            latestCtxValues.forEach((k, v) -> {
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                List<TsValue> updateList = tsUpdate.get(k);
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            latestCtxValues.forEach((key, latest) -> {
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                List<TsValue> updateList = tsUpdate.get(key);
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                if (updateList != null) {
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                    for (TsValue update : new ArrayList<>(updateList)) {
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                        if (update.getTs() < v.getTs()) {
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                            log.trace("[{}][{}][{}] Removed stale update for key: {} and ts: {}", sessionId, cmdId, subscriptionUpdate.getSubscriptionId(), k, update.getTs());
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                        if (update.getTs() < latest.getTs()) {
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                            log.trace("[{}][{}][{}] Removed stale update for key: {} and ts: {}", sessionId, cmdId, subscriptionUpdate.getSubscriptionId(), key, update.getTs());
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                            // Looks like this is redundant feature and our UI is ready to merge the updates.
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                            //updateList.remove(update);
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                        } else if ((update.getTs() == v.getTs() && update.getValue().equals(v.getValue()))) {
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                            log.trace("[{}][{}][{}] Removed duplicate update for key: {} and ts: {}", sessionId, cmdId, subscriptionUpdate.getSubscriptionId(), k, update.getTs());
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                        } else if ((update.getTs() == latest.getTs() && update.getValue().equals(latest.getValue()))) {
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                            log.trace("[{}][{}][{}] Removed duplicate update for key: {} and ts: {}", sessionId, cmdId, subscriptionUpdate.getSubscriptionId(), key, update.getTs());
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                            updateList.remove(update);
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                        }
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                        if (updateList.isEmpty()) {
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                            tsUpdate.remove(k);
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                            tsUpdate.remove(key);
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                        }
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                    }
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                }
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            });
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            //Setting new values
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            tsUpdate.forEach((k, v) -> {
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                Optional<TsValue> maxValue = v.stream().max(Comparator.comparingLong(TsValue::getTs));
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                maxValue.ifPresent(max -> latestCtxValues.put(k, max));
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            tsUpdate.forEach((key, values) -> {
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                values.stream().max(Comparator.comparingLong(TsValue::getTs))
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                        .ifPresent(latest -> latestCtxValues.put(key, latest));
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            });
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        }
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        if (!tsUpdate.isEmpty()) {
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            Map<String, TsValue[]> tsMap = new HashMap<>();
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            tsUpdate.forEach((key, tsValue) -> tsMap.put(key, tsValue.toArray(new TsValue[tsValue.size()])));
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            tsUpdate.forEach((key, values) -> tsMap.put(key, values.toArray(new TsValue[0])));
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            EntityData entityData = new EntityData(entityId, null, tsMap);
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            sendWsMsg(new EntityDataUpdate(cmdId, null, Collections.singletonList(entityData), maxEntitiesPerDataSubscription));
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        }
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@ -274,7 +274,7 @@ public class DefaultWebSocketService implements WebSocketService {
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    @Override
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    public void sendUpdate(String sessionId, int cmdId, TelemetrySubscriptionUpdate update) {
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        // We substitute the subscriptionId with cmdId for old-style subscriptions.
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        doSendUpdate(sessionId, cmdId, update.copyWithNewSubscriptionId(cmdId));
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        doSendUpdate(sessionId, cmdId, update.withSubscriptionId(cmdId));
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    }
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    @Override
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@ -16,12 +16,16 @@
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package org.thingsboard.server.service.ws.telemetry.sub;
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import lombok.AllArgsConstructor;
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import lombok.Getter;
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import lombok.With;
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import org.thingsboard.server.common.data.kv.TsKvEntry;
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import org.thingsboard.server.common.data.query.TsValue;
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import org.thingsboard.server.service.subscription.SubscriptionErrorCode;
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import java.util.ArrayList;
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import java.util.Arrays;
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import java.util.Collections;
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import java.util.HashMap;
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import java.util.List;
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import java.util.Map;
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import java.util.TreeMap;
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@ -29,8 +33,13 @@ import java.util.stream.Collectors;
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@AllArgsConstructor
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public class TelemetrySubscriptionUpdate {
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    @Getter
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    @With
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    private final int subscriptionId;
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    @Getter
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    private int errorCode;
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    @Getter
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    private String errorMsg;
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    private Map<String, List<Object>> data;
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@ -66,11 +75,27 @@ public class TelemetrySubscriptionUpdate {
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        this.errorMsg = errorMsg != null ? errorMsg : errorCode.getDefaultMsg();
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    }
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    public int getSubscriptionId() {
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        return subscriptionId;
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    }
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    public Map<String, List<TsValue>> getData() {
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        if (data == null || data.isEmpty()) {
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            return Collections.emptyMap();
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        }
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    public Map<String, List<Object>> getData() {
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        Map<String, List<TsValue>> data = new HashMap<>();
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        this.data.forEach((key, entries) -> {
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            if (entries.isEmpty()) {
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                return;
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            }
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            List<TsValue> values = new ArrayList<>(entries.size());
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            entries.forEach(object -> {
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                if (!(object instanceof Object[] entry) || entry.length < 2) {
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                    return;
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                }
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                TsValue tsValue = new TsValue((Long) entry[0], (String) entry[1]);
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                values.add(tsValue);
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            });
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            data.put(key, values);
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        });
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        return data;
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    }
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@ -86,28 +111,17 @@ public class TelemetrySubscriptionUpdate {
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        }
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    }
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    public int getErrorCode() {
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        return errorCode;
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    }
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    public String getErrorMsg() {
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        return errorMsg;
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    }
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    public TelemetrySubscriptionUpdate copyWithNewSubscriptionId(int subscriptionId){
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        return new TelemetrySubscriptionUpdate(subscriptionId, errorCode, errorMsg, data);
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    }
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    @Override
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    public String toString() {
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        StringBuilder result = new StringBuilder("TelemetrySubscriptionUpdate [subscriptionId=" + subscriptionId + ", errorCode=" + errorCode + ", errorMsg=" + errorMsg + ", data=");
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        data.forEach((k, v) -> {
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            result.append(k).append("=[");
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            for(Object a : v){
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                result.append(Arrays.toString((Object[])a)).append("|");
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            for (Object a : v) {
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                result.append(Arrays.toString((Object[]) a)).append("|");
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            }
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            result.append("]");
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        });
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        return result.toString();
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    }
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}
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