3 changed files with 105 additions and 38 deletions
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/** |
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* Copyright © 2016-2021 The Thingsboard Authors |
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* |
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* Licensed under the Apache License, Version 2.0 (the "License"); |
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* you may not use this file except in compliance with the License. |
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* You may obtain a copy of the License at |
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* |
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* http://www.apache.org/licenses/LICENSE-2.0
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* |
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* Unless required by applicable law or agreed to in writing, software |
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* distributed under the License is distributed on an "AS IS" BASIS, |
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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* See the License for the specific language governing permissions and |
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* limitations under the License. |
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*/ |
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package org.thingsboard.server.dao.sqlts; |
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import com.google.common.util.concurrent.ListenableFuture; |
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import org.thingsboard.server.common.data.id.EntityId; |
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import org.thingsboard.server.common.data.id.TenantId; |
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import org.thingsboard.server.common.data.kv.ReadTsKvQuery; |
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import org.thingsboard.server.common.data.kv.TsKvEntry; |
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import java.util.List; |
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public interface AggregationTimeseriesDao { |
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ListenableFuture<List<TsKvEntry>> findAllAsync(TenantId tenantId, EntityId entityId, ReadTsKvQuery query); |
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} |
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/** |
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* Copyright © 2016-2021 The Thingsboard Authors |
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* |
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* Licensed under the Apache License, Version 2.0 (the "License"); |
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* you may not use this file except in compliance with the License. |
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* You may obtain a copy of the License at |
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* |
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* http://www.apache.org/licenses/LICENSE-2.0
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* |
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* Unless required by applicable law or agreed to in writing, software |
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* distributed under the License is distributed on an "AS IS" BASIS, |
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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* See the License for the specific language governing permissions and |
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* limitations under the License. |
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*/ |
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package org.thingsboard.server.dao.timeseries; |
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import com.google.common.base.Function; |
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import com.google.common.util.concurrent.Futures; |
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import com.google.common.util.concurrent.ListenableFuture; |
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import org.thingsboard.server.common.data.id.EntityId; |
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import org.thingsboard.server.common.data.id.TenantId; |
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import org.thingsboard.server.common.data.kv.Aggregation; |
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import org.thingsboard.server.common.data.kv.BaseReadTsKvQuery; |
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import org.thingsboard.server.common.data.kv.ReadTsKvQuery; |
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import org.thingsboard.server.common.data.kv.TsKvEntry; |
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import javax.annotation.Nullable; |
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import java.util.ArrayList; |
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import java.util.List; |
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import java.util.Optional; |
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import java.util.concurrent.Executor; |
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import java.util.stream.Collectors; |
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public interface AggregationTimeseriesDao { |
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default ListenableFuture<List<TsKvEntry>> findAllAsync(TenantId tenantId, EntityId entityId, ReadTsKvQuery query) { |
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if (query.getAggregation() == Aggregation.NONE) { |
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return findAllAsyncWithLimit(tenantId, entityId, query); |
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} else { |
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long step = getIntervalGreaterOrEqualsMinAggregationStep(query.getInterval()); |
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long stepTs = query.getStartTs(); |
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List<ListenableFuture<Optional<TsKvEntry>>> futures = findIntervals(tenantId, entityId, query, step, stepTs); |
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return getTskvEntriesFuture(Futures.allAsList(futures)); |
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} |
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} |
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default List<ListenableFuture<Optional<TsKvEntry>>> findIntervals(TenantId tenantId, EntityId entityId, ReadTsKvQuery query, long step, long stepTs) { |
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List<ListenableFuture<Optional<TsKvEntry>>> futures = new ArrayList<>(); |
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while (stepTs < query.getEndTs()) { |
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long startTs = stepTs; |
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long endTs = stepTs + step; |
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long ts = getTsForReadTsKvQuery(startTs, endTs); |
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ReadTsKvQuery subQuery = new BaseReadTsKvQuery(query.getKey(), startTs, endTs, ts, 1, query.getAggregation(), query.getOrder()); |
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ListenableFuture<Optional<TsKvEntry>> aggregateTsKvEntry = findAndAggregateAsync(tenantId, entityId, subQuery, toPartitionTs(startTs), toPartitionTs(endTs), query.getAggregation()); |
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futures.add(aggregateTsKvEntry); |
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stepTs = endTs; |
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} |
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return futures; |
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} |
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default long getTsForReadTsKvQuery(long startTs, long endTs) { |
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return endTs - startTs; |
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} |
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long getIntervalGreaterOrEqualsMinAggregationStep(long interval); |
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default ListenableFuture<List<TsKvEntry>> getTskvEntriesFuture(ListenableFuture<List<Optional<TsKvEntry>>> allAsList) { |
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return Futures.transform(allAsList, new Function<>() { |
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@Nullable |
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@Override |
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public List<TsKvEntry> apply(@Nullable List<Optional<TsKvEntry>> results) { |
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if (results == null || results.isEmpty()) { |
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return null; |
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} |
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return results.stream() |
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.filter(Optional::isPresent) |
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.map(Optional::get) |
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.collect(Collectors.toList()); |
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} |
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}, getExecutor()); |
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} |
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Executor getExecutor(); |
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default ListenableFuture<Optional<TsKvEntry>> findAndAggregateAsync(TenantId tenantId, EntityId entityId, ReadTsKvQuery key, long startTs, long endTs, Aggregation aggregation) { |
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return Futures.immediateFuture(null); |
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} |
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ListenableFuture<List<TsKvEntry>> findAllAsyncWithLimit(TenantId tenantId, EntityId entityId, ReadTsKvQuery query); |
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default long toPartitionTs(long ts) { |
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return ts; |
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} |
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} |
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