Timeseries and Attributes DAO
This commit is contained in:
Igor Khanenko
parent
5fdbb51cd7
commit
0c98ec78f0
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/**
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* Copyright © 2016 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.attributes;
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import com.datastax.driver.core.ResultSetFuture;
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import org.thingsboard.server.common.data.id.EntityId;
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import org.thingsboard.server.common.data.kv.AttributeKvEntry;
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import java.util.List;
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import java.util.UUID;
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/**
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* @author Andrew Shvayka
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*/
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public interface AttributesDao {
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AttributeKvEntry find(EntityId entityId, String attributeType, String attributeKey);
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List<AttributeKvEntry> findAll(EntityId entityId, String attributeType);
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ResultSetFuture save(EntityId entityId, String attributeType, AttributeKvEntry attribute);
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void removeAll(EntityId entityId, String scope, List<String> keys);
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}
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/**
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* Copyright © 2016 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.attributes;
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import com.datastax.driver.core.ResultSet;
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import com.datastax.driver.core.ResultSetFuture;
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import com.google.common.util.concurrent.ListenableFuture;
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import org.thingsboard.server.common.data.id.DeviceId;
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import org.thingsboard.server.common.data.id.EntityId;
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import org.thingsboard.server.common.data.id.UUIDBased;
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import org.thingsboard.server.common.data.kv.AttributeKvEntry;
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import java.util.List;
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/**
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* @author Andrew Shvayka
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*/
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public interface AttributesService {
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AttributeKvEntry find(EntityId entityId, String scope, String attributeKey);
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List<AttributeKvEntry> findAll(EntityId entityId, String scope);
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ListenableFuture<List<ResultSet>> save(EntityId entityId, String scope, List<AttributeKvEntry> attributes);
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void removeAll(EntityId entityId, String scope, List<String> attributeKeys);
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}
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/**
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* Copyright © 2016 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.attributes;
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import com.datastax.driver.core.*;
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import com.datastax.driver.core.querybuilder.QueryBuilder;
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import com.datastax.driver.core.querybuilder.Select;
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import lombok.extern.slf4j.Slf4j;
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import org.springframework.stereotype.Component;
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import org.thingsboard.server.common.data.id.EntityId;
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import org.thingsboard.server.common.data.kv.DataType;
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import org.thingsboard.server.dao.AbstractDao;
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import org.thingsboard.server.dao.model.ModelConstants;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import org.thingsboard.server.common.data.kv.*;
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import org.thingsboard.server.dao.timeseries.BaseTimeseriesDao;
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import java.util.ArrayList;
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import java.util.List;
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import static org.thingsboard.server.dao.model.ModelConstants.*;
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import static com.datastax.driver.core.querybuilder.QueryBuilder.*;
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/**
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* @author Andrew Shvayka
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*/
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@Component
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@Slf4j
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public class BaseAttributesDao extends AbstractDao implements AttributesDao {
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private PreparedStatement saveStmt;
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@Override
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public AttributeKvEntry find(EntityId entityId, String attributeType, String attributeKey) {
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Select.Where select = select().from(ATTRIBUTES_KV_CF)
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.where(eq(ENTITY_TYPE_COLUMN, entityId.getEntityType()))
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.and(eq(ENTITY_ID_COLUMN, entityId.getId()))
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.and(eq(ATTRIBUTE_TYPE_COLUMN, attributeType))
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.and(eq(ATTRIBUTE_KEY_COLUMN, attributeKey));
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log.trace("Generated query [{}] for entityId {} and key {}", select, entityId, attributeKey);
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return convertResultToAttributesKvEntry(attributeKey, executeRead(select).one());
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}
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@Override
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public List<AttributeKvEntry> findAll(EntityId entityId, String attributeType) {
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Select.Where select = select().from(ATTRIBUTES_KV_CF)
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.where(eq(ENTITY_TYPE_COLUMN, entityId.getEntityType()))
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.and(eq(ENTITY_ID_COLUMN, entityId.getId()))
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.and(eq(ATTRIBUTE_TYPE_COLUMN, attributeType));
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log.trace("Generated query [{}] for entityId {} and attributeType {}", select, entityId, attributeType);
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return convertResultToAttributesKvEntryList(executeRead(select));
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}
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@Override
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public ResultSetFuture save(EntityId entityId, String attributeType, AttributeKvEntry attribute) {
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BoundStatement stmt = getSaveStmt().bind();
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stmt.setString(0, entityId.getEntityType().name());
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stmt.setUUID(1, entityId.getId());
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stmt.setString(2, attributeType);
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stmt.setString(3, attribute.getKey());
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stmt.setLong(4, attribute.getLastUpdateTs());
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stmt.setString(5, attribute.getStrValue().orElse(null));
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if (attribute.getBooleanValue().isPresent()) {
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stmt.setBool(6, attribute.getBooleanValue().get());
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} else {
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stmt.setToNull(6);
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}
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if (attribute.getLongValue().isPresent()) {
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stmt.setLong(7, attribute.getLongValue().get());
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} else {
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stmt.setToNull(7);
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}
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if (attribute.getDoubleValue().isPresent()) {
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stmt.setDouble(8, attribute.getDoubleValue().get());
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} else {
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stmt.setToNull(8);
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}
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return executeAsyncWrite(stmt);
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}
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@Override
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public void removeAll(EntityId entityId, String attributeType, List<String> keys) {
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for (String key : keys) {
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delete(entityId, attributeType, key);
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}
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}
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private void delete(EntityId entityId, String attributeType, String key) {
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Statement delete = QueryBuilder.delete().all().from(ModelConstants.ATTRIBUTES_KV_CF)
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.where(eq(ENTITY_TYPE_COLUMN, entityId.getEntityType()))
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.and(eq(ENTITY_ID_COLUMN, entityId.getId()))
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.and(eq(ATTRIBUTE_TYPE_COLUMN, attributeType))
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.and(eq(ATTRIBUTE_KEY_COLUMN, key));
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log.debug("Remove request: {}", delete.toString());
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getSession().execute(delete);
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}
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private PreparedStatement getSaveStmt() {
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if (saveStmt == null) {
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saveStmt = getSession().prepare("INSERT INTO " + ModelConstants.ATTRIBUTES_KV_CF +
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"(" + ENTITY_TYPE_COLUMN +
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"," + ENTITY_ID_COLUMN +
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"," + ATTRIBUTE_TYPE_COLUMN +
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"," + ATTRIBUTE_KEY_COLUMN +
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"," + LAST_UPDATE_TS_COLUMN +
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"," + ModelConstants.STRING_VALUE_COLUMN +
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"," + ModelConstants.BOOLEAN_VALUE_COLUMN +
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"," + ModelConstants.LONG_VALUE_COLUMN +
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"," + ModelConstants.DOUBLE_VALUE_COLUMN +
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")" +
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" VALUES(?, ?, ?, ?, ?, ?, ?, ?, ?)");
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}
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return saveStmt;
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}
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private AttributeKvEntry convertResultToAttributesKvEntry(String key, Row row) {
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AttributeKvEntry attributeEntry = null;
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if (row != null) {
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long lastUpdateTs = row.get(LAST_UPDATE_TS_COLUMN, Long.class);
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attributeEntry = new BaseAttributeKvEntry(BaseTimeseriesDao.toKvEntry(row, key), lastUpdateTs);
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}
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return attributeEntry;
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}
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private List<AttributeKvEntry> convertResultToAttributesKvEntryList(ResultSet resultSet) {
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List<Row> rows = resultSet.all();
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List<AttributeKvEntry> entries = new ArrayList<>(rows.size());
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if (!rows.isEmpty()) {
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rows.stream().forEach(row -> {
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String key = row.getString(ModelConstants.ATTRIBUTE_KEY_COLUMN);
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AttributeKvEntry kvEntry = convertResultToAttributesKvEntry(key, row);
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if (kvEntry != null) {
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entries.add(kvEntry);
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}
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});
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}
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return entries;
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}
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}
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/**
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* Copyright © 2016 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.attributes;
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import com.datastax.driver.core.ResultSet;
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import com.datastax.driver.core.ResultSetFuture;
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import com.google.common.collect.Lists;
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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.kv.AttributeKvEntry;
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import org.thingsboard.server.dao.exception.IncorrectParameterException;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.stereotype.Service;
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import org.thingsboard.server.dao.service.Validator;
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import java.util.List;
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/**
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* @author Andrew Shvayka
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*/
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@Service
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public class BaseAttributesService implements AttributesService {
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@Autowired
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private AttributesDao attributesDao;
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@Override
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public AttributeKvEntry find(EntityId entityId, String scope, String attributeKey) {
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validate(entityId, scope);
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Validator.validateString(attributeKey, "Incorrect attribute key " + attributeKey);
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return attributesDao.find(entityId, scope, attributeKey);
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}
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@Override
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public List<AttributeKvEntry> findAll(EntityId entityId, String scope) {
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validate(entityId, scope);
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return attributesDao.findAll(entityId, scope);
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}
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@Override
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public ListenableFuture<List<ResultSet>> save(EntityId entityId, String scope, List<AttributeKvEntry> attributes) {
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validate(entityId, scope);
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attributes.forEach(attribute -> validate(attribute));
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List<ResultSetFuture> futures = Lists.newArrayListWithExpectedSize(attributes.size());
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for(AttributeKvEntry attribute : attributes) {
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futures.add(attributesDao.save(entityId, scope, attribute));
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}
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return Futures.allAsList(futures);
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}
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@Override
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public void removeAll(EntityId entityId, String scope, List<String> keys) {
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validate(entityId, scope);
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attributesDao.removeAll(entityId, scope, keys);
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}
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private static void validate(EntityId id, String scope) {
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Validator.validateId(id.getId(), "Incorrect id " + id);
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Validator.validateString(scope, "Incorrect scope " + scope);
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}
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private static void validate(AttributeKvEntry kvEntry) {
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if (kvEntry == null) {
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throw new IncorrectParameterException("Key value entry can't be null");
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} else if (kvEntry.getDataType() == null) {
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throw new IncorrectParameterException("Incorrect kvEntry. Data type can't be null");
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} else {
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Validator.validateString(kvEntry.getKey(), "Incorrect kvEntry. Key can't be empty");
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Validator.validatePositiveNumber(kvEntry.getLastUpdateTs(), "Incorrect last update ts. Ts should be positive");
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}
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}
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}
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/**
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* Copyright © 2016 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.datastax.driver.core.*;
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import com.datastax.driver.core.querybuilder.QueryBuilder;
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import com.datastax.driver.core.querybuilder.Select;
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import lombok.extern.slf4j.Slf4j;
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import org.springframework.beans.factory.annotation.Value;
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import org.springframework.stereotype.Component;
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import org.thingsboard.server.common.data.kv.*;
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import org.thingsboard.server.common.data.kv.DataType;
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import org.thingsboard.server.dao.AbstractDao;
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import org.thingsboard.server.dao.model.ModelConstants;
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import java.util.*;
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import static com.datastax.driver.core.querybuilder.QueryBuilder.eq;
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import static com.datastax.driver.core.querybuilder.QueryBuilder.select;
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/**
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* @author Andrew Shvayka
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*/
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@Component
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@Slf4j
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public class BaseTimeseriesDao extends AbstractDao implements TimeseriesDao {
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@Value("${cassandra.query.max_limit_per_request}")
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protected Integer maxLimitPerRequest;
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private PreparedStatement partitionInsertStmt;
|
||||||
|
private PreparedStatement[] latestInsertStmts;
|
||||||
|
private PreparedStatement[] saveStmts;
|
||||||
|
private PreparedStatement findLatestStmt;
|
||||||
|
private PreparedStatement findAllLatestStmt;
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public List<TsKvEntry> find(String entityType, UUID entityId, TsKvQuery query, Optional<Long> minPartition, Optional<Long> maxPartition) {
|
||||||
|
List<Row> rows = Collections.emptyList();
|
||||||
|
Long[] parts = fetchPartitions(entityType, entityId, query.getKey(), minPartition, maxPartition);
|
||||||
|
int partsLength = parts.length;
|
||||||
|
if (parts != null && partsLength > 0) {
|
||||||
|
int limit = maxLimitPerRequest;
|
||||||
|
Optional<Integer> lim = query.getLimit();
|
||||||
|
if (lim.isPresent() && lim.get() < maxLimitPerRequest) {
|
||||||
|
limit = lim.get();
|
||||||
|
}
|
||||||
|
|
||||||
|
rows = new ArrayList<>(limit);
|
||||||
|
int lastIdx = partsLength - 1;
|
||||||
|
for (int i = 0; i < partsLength; i++) {
|
||||||
|
int currentLimit;
|
||||||
|
if (rows.size() >= limit) {
|
||||||
|
break;
|
||||||
|
} else {
|
||||||
|
currentLimit = limit - rows.size();
|
||||||
|
}
|
||||||
|
Long partition = parts[i];
|
||||||
|
Select.Where where = select().from(ModelConstants.TS_KV_CF).where(eq(ModelConstants.ENTITY_TYPE_COLUMN, entityType))
|
||||||
|
.and(eq(ModelConstants.ENTITY_ID_COLUMN, entityId))
|
||||||
|
.and(eq(ModelConstants.KEY_COLUMN, query.getKey()))
|
||||||
|
.and(eq(ModelConstants.PARTITION_COLUMN, partition));
|
||||||
|
if (i == 0 && query.getStartTs().isPresent()) {
|
||||||
|
where.and(QueryBuilder.gt(ModelConstants.TS_COLUMN, query.getStartTs().get()));
|
||||||
|
} else if (i == lastIdx && query.getEndTs().isPresent()) {
|
||||||
|
where.and(QueryBuilder.lte(ModelConstants.TS_COLUMN, query.getEndTs().get()));
|
||||||
|
}
|
||||||
|
where.limit(currentLimit);
|
||||||
|
rows.addAll(executeRead(where).all());
|
||||||
|
}
|
||||||
|
}
|
||||||
|
return convertResultToTsKvEntryList(rows);
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public ResultSetFuture findLatest(String entityType, UUID entityId, String key) {
|
||||||
|
BoundStatement stmt = getFindLatestStmt().bind();
|
||||||
|
stmt.setString(0, entityType);
|
||||||
|
stmt.setUUID(1, entityId);
|
||||||
|
stmt.setString(2, key);
|
||||||
|
log.debug("Generated query [{}] for entityType {} and entityId {}", stmt, entityType, entityId);
|
||||||
|
return executeAsyncRead(stmt);
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public ResultSetFuture findAllLatest(String entityType, UUID entityId) {
|
||||||
|
BoundStatement stmt = getFindAllLatestStmt().bind();
|
||||||
|
stmt.setString(0, entityType);
|
||||||
|
stmt.setUUID(1, entityId);
|
||||||
|
log.debug("Generated query [{}] for entityType {} and entityId {}", stmt, entityType, entityId);
|
||||||
|
return executeAsyncRead(stmt);
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public ResultSetFuture save(String entityType, UUID entityId, long partition, TsKvEntry tsKvEntry) {
|
||||||
|
DataType type = tsKvEntry.getDataType();
|
||||||
|
BoundStatement stmt = getSaveStmt(type).bind()
|
||||||
|
.setString(0, entityType)
|
||||||
|
.setUUID(1, entityId)
|
||||||
|
.setString(2, tsKvEntry.getKey())
|
||||||
|
.setLong(3, partition)
|
||||||
|
.setLong(4, tsKvEntry.getTs());
|
||||||
|
addValue(tsKvEntry, stmt, 5);
|
||||||
|
return executeAsyncWrite(stmt);
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public ResultSetFuture saveLatest(String entityType, UUID entityId, TsKvEntry tsKvEntry) {
|
||||||
|
DataType type = tsKvEntry.getDataType();
|
||||||
|
BoundStatement stmt = getLatestStmt(type).bind()
|
||||||
|
.setString(0, entityType)
|
||||||
|
.setUUID(1, entityId)
|
||||||
|
.setString(2, tsKvEntry.getKey())
|
||||||
|
.setLong(3, tsKvEntry.getTs());
|
||||||
|
addValue(tsKvEntry, stmt, 4);
|
||||||
|
return executeAsyncWrite(stmt);
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public ResultSetFuture savePartition(String entityType, UUID entityId, long partition, String key) {
|
||||||
|
log.debug("Saving partition {} for the entity [{}-{}] and key {}", partition, entityType, entityId, key);
|
||||||
|
return executeAsyncWrite(getPartitionInsertStmt().bind()
|
||||||
|
.setString(0, entityType)
|
||||||
|
.setUUID(1, entityId)
|
||||||
|
.setLong(2, partition)
|
||||||
|
.setString(3, key));
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public List<TsKvEntry> convertResultToTsKvEntryList(List<Row> rows) {
|
||||||
|
List<TsKvEntry> entries = new ArrayList<>(rows.size());
|
||||||
|
if (!rows.isEmpty()) {
|
||||||
|
rows.stream().forEach(row -> {
|
||||||
|
TsKvEntry kvEntry = convertResultToTsKvEntry(row);
|
||||||
|
if (kvEntry != null) {
|
||||||
|
entries.add(kvEntry);
|
||||||
|
}
|
||||||
|
});
|
||||||
|
}
|
||||||
|
return entries;
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public TsKvEntry convertResultToTsKvEntry(Row row) {
|
||||||
|
String key = row.getString(ModelConstants.KEY_COLUMN);
|
||||||
|
long ts = row.getLong(ModelConstants.TS_COLUMN);
|
||||||
|
return new BasicTsKvEntry(ts, toKvEntry(row, key));
|
||||||
|
}
|
||||||
|
|
||||||
|
public static KvEntry toKvEntry(Row row, String key) {
|
||||||
|
KvEntry kvEntry = null;
|
||||||
|
String strV = row.get(ModelConstants.STRING_VALUE_COLUMN, String.class);
|
||||||
|
if (strV != null) {
|
||||||
|
kvEntry = new StringDataEntry(key, strV);
|
||||||
|
} else {
|
||||||
|
Long longV = row.get(ModelConstants.LONG_VALUE_COLUMN, Long.class);
|
||||||
|
if (longV != null) {
|
||||||
|
kvEntry = new LongDataEntry(key, longV);
|
||||||
|
} else {
|
||||||
|
Double doubleV = row.get(ModelConstants.DOUBLE_VALUE_COLUMN, Double.class);
|
||||||
|
if (doubleV != null) {
|
||||||
|
kvEntry = new DoubleDataEntry(key, doubleV);
|
||||||
|
} else {
|
||||||
|
Boolean boolV = row.get(ModelConstants.BOOLEAN_VALUE_COLUMN, Boolean.class);
|
||||||
|
if (boolV != null) {
|
||||||
|
kvEntry = new BooleanDataEntry(key, boolV);
|
||||||
|
} else {
|
||||||
|
log.warn("All values in key-value row are nullable ");
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
return kvEntry;
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Select existing partitions from the table
|
||||||
|
* <code>{@link ModelConstants#TS_KV_PARTITIONS_CF}</code> for the given entity
|
||||||
|
*/
|
||||||
|
private Long[] fetchPartitions(String entityType, UUID entityId, String key, Optional<Long> minPartition, Optional<Long> maxPartition) {
|
||||||
|
Select.Where select = QueryBuilder.select(ModelConstants.PARTITION_COLUMN).from(ModelConstants.TS_KV_PARTITIONS_CF).where(eq(ModelConstants.ENTITY_TYPE_COLUMN, entityType))
|
||||||
|
.and(eq(ModelConstants.ENTITY_ID_COLUMN, entityId)).and(eq(ModelConstants.KEY_COLUMN, key));
|
||||||
|
minPartition.ifPresent(startTs -> select.and(QueryBuilder.gte(ModelConstants.PARTITION_COLUMN, minPartition.get())));
|
||||||
|
maxPartition.ifPresent(endTs -> select.and(QueryBuilder.lte(ModelConstants.PARTITION_COLUMN, maxPartition.get())));
|
||||||
|
ResultSet resultSet = executeRead(select);
|
||||||
|
return resultSet.all().stream().map(row -> row.getLong(ModelConstants.PARTITION_COLUMN)).toArray(Long[]::new);
|
||||||
|
}
|
||||||
|
|
||||||
|
private PreparedStatement getSaveStmt(DataType dataType) {
|
||||||
|
if (saveStmts == null) {
|
||||||
|
saveStmts = new PreparedStatement[DataType.values().length];
|
||||||
|
for (DataType type : DataType.values()) {
|
||||||
|
saveStmts[type.ordinal()] = getSession().prepare("INSERT INTO " + ModelConstants.TS_KV_CF +
|
||||||
|
"(" + ModelConstants.ENTITY_TYPE_COLUMN +
|
||||||
|
"," + ModelConstants.ENTITY_ID_COLUMN +
|
||||||
|
"," + ModelConstants.KEY_COLUMN +
|
||||||
|
"," + ModelConstants.PARTITION_COLUMN +
|
||||||
|
"," + ModelConstants.TS_COLUMN +
|
||||||
|
"," + getColumnName(type) + ")" +
|
||||||
|
" VALUES(?, ?, ?, ?, ?, ?)");
|
||||||
|
}
|
||||||
|
}
|
||||||
|
return saveStmts[dataType.ordinal()];
|
||||||
|
}
|
||||||
|
|
||||||
|
private PreparedStatement getLatestStmt(DataType dataType) {
|
||||||
|
if (latestInsertStmts == null) {
|
||||||
|
latestInsertStmts = new PreparedStatement[DataType.values().length];
|
||||||
|
for (DataType type : DataType.values()) {
|
||||||
|
latestInsertStmts[type.ordinal()] = getSession().prepare("INSERT INTO " + ModelConstants.TS_KV_LATEST_CF +
|
||||||
|
"(" + ModelConstants.ENTITY_TYPE_COLUMN +
|
||||||
|
"," + ModelConstants.ENTITY_ID_COLUMN +
|
||||||
|
"," + ModelConstants.KEY_COLUMN +
|
||||||
|
"," + ModelConstants.TS_COLUMN +
|
||||||
|
"," + getColumnName(type) + ")" +
|
||||||
|
" VALUES(?, ?, ?, ?, ?)");
|
||||||
|
}
|
||||||
|
}
|
||||||
|
return latestInsertStmts[dataType.ordinal()];
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
private PreparedStatement getPartitionInsertStmt() {
|
||||||
|
if (partitionInsertStmt == null) {
|
||||||
|
partitionInsertStmt = getSession().prepare("INSERT INTO " + ModelConstants.TS_KV_PARTITIONS_CF +
|
||||||
|
"(" + ModelConstants.ENTITY_TYPE_COLUMN +
|
||||||
|
"," + ModelConstants.ENTITY_ID_COLUMN +
|
||||||
|
"," + ModelConstants.PARTITION_COLUMN +
|
||||||
|
"," + ModelConstants.KEY_COLUMN + ")" +
|
||||||
|
" VALUES(?, ?, ?, ?)");
|
||||||
|
}
|
||||||
|
return partitionInsertStmt;
|
||||||
|
}
|
||||||
|
|
||||||
|
private PreparedStatement getFindLatestStmt() {
|
||||||
|
if (findLatestStmt == null) {
|
||||||
|
findLatestStmt = getSession().prepare("SELECT " +
|
||||||
|
ModelConstants.KEY_COLUMN + "," +
|
||||||
|
ModelConstants.TS_COLUMN + "," +
|
||||||
|
ModelConstants.STRING_VALUE_COLUMN + "," +
|
||||||
|
ModelConstants.BOOLEAN_VALUE_COLUMN + "," +
|
||||||
|
ModelConstants.LONG_VALUE_COLUMN + "," +
|
||||||
|
ModelConstants.DOUBLE_VALUE_COLUMN + " " +
|
||||||
|
"FROM " + ModelConstants.TS_KV_LATEST_CF + " " +
|
||||||
|
"WHERE " + ModelConstants.ENTITY_TYPE_COLUMN + " = ? " +
|
||||||
|
"AND " + ModelConstants.ENTITY_ID_COLUMN + " = ? " +
|
||||||
|
"AND " + ModelConstants.KEY_COLUMN + " = ? ");
|
||||||
|
}
|
||||||
|
return findLatestStmt;
|
||||||
|
}
|
||||||
|
|
||||||
|
private PreparedStatement getFindAllLatestStmt() {
|
||||||
|
if (findAllLatestStmt == null) {
|
||||||
|
findAllLatestStmt = getSession().prepare("SELECT " +
|
||||||
|
ModelConstants.KEY_COLUMN + "," +
|
||||||
|
ModelConstants.TS_COLUMN + "," +
|
||||||
|
ModelConstants.STRING_VALUE_COLUMN + "," +
|
||||||
|
ModelConstants.BOOLEAN_VALUE_COLUMN + "," +
|
||||||
|
ModelConstants.LONG_VALUE_COLUMN + "," +
|
||||||
|
ModelConstants.DOUBLE_VALUE_COLUMN + " " +
|
||||||
|
"FROM " + ModelConstants.TS_KV_LATEST_CF + " " +
|
||||||
|
"WHERE " + ModelConstants.ENTITY_TYPE_COLUMN + " = ? " +
|
||||||
|
"AND " + ModelConstants.ENTITY_ID_COLUMN + " = ? ");
|
||||||
|
}
|
||||||
|
return findAllLatestStmt;
|
||||||
|
}
|
||||||
|
|
||||||
|
public static String getColumnName(DataType type) {
|
||||||
|
switch (type) {
|
||||||
|
case BOOLEAN:
|
||||||
|
return ModelConstants.BOOLEAN_VALUE_COLUMN;
|
||||||
|
case STRING:
|
||||||
|
return ModelConstants.STRING_VALUE_COLUMN;
|
||||||
|
case LONG:
|
||||||
|
return ModelConstants.LONG_VALUE_COLUMN;
|
||||||
|
case DOUBLE:
|
||||||
|
return ModelConstants.DOUBLE_VALUE_COLUMN;
|
||||||
|
default:
|
||||||
|
throw new RuntimeException("Not implemented!");
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
public static void addValue(KvEntry kvEntry, BoundStatement stmt, int column) {
|
||||||
|
switch (kvEntry.getDataType()) {
|
||||||
|
case BOOLEAN:
|
||||||
|
stmt.setBool(column, kvEntry.getBooleanValue().get().booleanValue());
|
||||||
|
break;
|
||||||
|
case STRING:
|
||||||
|
stmt.setString(column, kvEntry.getStrValue().get());
|
||||||
|
break;
|
||||||
|
case LONG:
|
||||||
|
stmt.setLong(column, kvEntry.getLongValue().get().longValue());
|
||||||
|
break;
|
||||||
|
case DOUBLE:
|
||||||
|
stmt.setDouble(column, kvEntry.getDoubleValue().get().doubleValue());
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
}
|
||||||
@ -0,0 +1,167 @@
|
|||||||
|
/**
|
||||||
|
* Copyright © 2016 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.dao.timeseries;
|
||||||
|
|
||||||
|
import com.datastax.driver.core.ResultSet;
|
||||||
|
import com.datastax.driver.core.ResultSetFuture;
|
||||||
|
import com.datastax.driver.core.Row;
|
||||||
|
import com.google.common.collect.Lists;
|
||||||
|
import com.google.common.util.concurrent.Futures;
|
||||||
|
import com.google.common.util.concurrent.ListenableFuture;
|
||||||
|
import lombok.extern.slf4j.Slf4j;
|
||||||
|
import org.thingsboard.server.common.data.id.UUIDBased;
|
||||||
|
import org.thingsboard.server.common.data.kv.TsKvEntry;
|
||||||
|
import org.thingsboard.server.common.data.kv.TsKvQuery;
|
||||||
|
import org.thingsboard.server.dao.exception.IncorrectParameterException;
|
||||||
|
import org.slf4j.Logger;
|
||||||
|
import org.slf4j.LoggerFactory;
|
||||||
|
import org.springframework.beans.factory.annotation.Autowired;
|
||||||
|
import org.springframework.beans.factory.annotation.Value;
|
||||||
|
import org.springframework.stereotype.Service;
|
||||||
|
import org.thingsboard.server.dao.service.Validator;
|
||||||
|
|
||||||
|
import javax.annotation.PostConstruct;
|
||||||
|
import java.time.Instant;
|
||||||
|
import java.time.LocalDateTime;
|
||||||
|
import java.time.ZoneOffset;
|
||||||
|
import java.util.*;
|
||||||
|
|
||||||
|
import static org.apache.commons.lang3.StringUtils.isBlank;
|
||||||
|
|
||||||
|
/**
|
||||||
|
* @author Andrew Shvayka
|
||||||
|
*/
|
||||||
|
@Service
|
||||||
|
@Slf4j
|
||||||
|
public class BaseTimeseriesService implements TimeseriesService {
|
||||||
|
|
||||||
|
public static final int INSERTS_PER_ENTRY = 3;
|
||||||
|
|
||||||
|
@Value("${cassandra.query.ts_key_value_partitioning}")
|
||||||
|
private String partitioning;
|
||||||
|
|
||||||
|
@Autowired
|
||||||
|
private TimeseriesDao timeseriesDao;
|
||||||
|
|
||||||
|
private TsPartitionDate tsFormat;
|
||||||
|
|
||||||
|
@PostConstruct
|
||||||
|
public void init() {
|
||||||
|
Optional<TsPartitionDate> partition = TsPartitionDate.parse(partitioning);
|
||||||
|
if (partition.isPresent()) {
|
||||||
|
tsFormat = partition.get();
|
||||||
|
} else {
|
||||||
|
log.warn("Incorrect configuration of partitioning {}", partitioning);
|
||||||
|
throw new RuntimeException("Failed to parse partitioning property: " + partitioning + "!");
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public List<TsKvEntry> find(String entityType, UUIDBased entityId, TsKvQuery query) {
|
||||||
|
validate(entityType, entityId);
|
||||||
|
validate(query);
|
||||||
|
return timeseriesDao.find(entityType, entityId.getId(), query, toPartitionTs(query.getStartTs()), toPartitionTs(query.getEndTs()));
|
||||||
|
}
|
||||||
|
|
||||||
|
private Optional<Long> toPartitionTs(Optional<Long> ts) {
|
||||||
|
if (ts.isPresent()) {
|
||||||
|
return Optional.of(toPartitionTs(ts.get()));
|
||||||
|
} else {
|
||||||
|
return Optional.empty();
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public ListenableFuture<List<ResultSet>> findLatest(String entityType, UUIDBased entityId, Collection<String> keys) {
|
||||||
|
validate(entityType, entityId);
|
||||||
|
List<ResultSetFuture> futures = Lists.newArrayListWithExpectedSize(keys.size());
|
||||||
|
keys.forEach(key -> Validator.validateString(key, "Incorrect key " + key));
|
||||||
|
keys.forEach(key -> futures.add(timeseriesDao.findLatest(entityType, entityId.getId(), key)));
|
||||||
|
return Futures.allAsList(futures);
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public ResultSetFuture findAllLatest(String entityType, UUIDBased entityId) {
|
||||||
|
validate(entityType, entityId);
|
||||||
|
return timeseriesDao.findAllLatest(entityType, entityId.getId());
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public ListenableFuture<List<ResultSet>> save(String entityType, UUIDBased entityId, TsKvEntry tsKvEntry) {
|
||||||
|
validate(entityType, entityId);
|
||||||
|
if (tsKvEntry == null) {
|
||||||
|
throw new IncorrectParameterException("Key value entry can't be null");
|
||||||
|
}
|
||||||
|
UUID uid = entityId.getId();
|
||||||
|
long partitionTs = toPartitionTs(tsKvEntry.getTs());
|
||||||
|
|
||||||
|
List<ResultSetFuture> futures = Lists.newArrayListWithExpectedSize(INSERTS_PER_ENTRY);
|
||||||
|
saveAndRegisterFutures(futures, entityType, tsKvEntry, uid, partitionTs);
|
||||||
|
return Futures.allAsList(futures);
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public ListenableFuture<List<ResultSet>> save(String entityType, UUIDBased entityId, List<TsKvEntry> tsKvEntries) {
|
||||||
|
validate(entityType, entityId);
|
||||||
|
List<ResultSetFuture> futures = Lists.newArrayListWithExpectedSize(tsKvEntries.size() * INSERTS_PER_ENTRY);
|
||||||
|
for (TsKvEntry tsKvEntry : tsKvEntries) {
|
||||||
|
if (tsKvEntry == null) {
|
||||||
|
throw new IncorrectParameterException("Key value entry can't be null");
|
||||||
|
}
|
||||||
|
UUID uid = entityId.getId();
|
||||||
|
long partitionTs = toPartitionTs(tsKvEntry.getTs());
|
||||||
|
saveAndRegisterFutures(futures, entityType, tsKvEntry, uid, partitionTs);
|
||||||
|
}
|
||||||
|
return Futures.allAsList(futures);
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public TsKvEntry convertResultToTsKvEntry(Row row) {
|
||||||
|
return timeseriesDao.convertResultToTsKvEntry(row);
|
||||||
|
}
|
||||||
|
|
||||||
|
@Override
|
||||||
|
public List<TsKvEntry> convertResultSetToTsKvEntryList(ResultSet rs) {
|
||||||
|
return timeseriesDao.convertResultToTsKvEntryList(rs.all());
|
||||||
|
}
|
||||||
|
|
||||||
|
private void saveAndRegisterFutures(List<ResultSetFuture> futures, String entityType, TsKvEntry tsKvEntry, UUID uid, long partitionTs) {
|
||||||
|
futures.add(timeseriesDao.savePartition(entityType, uid, partitionTs, tsKvEntry.getKey()));
|
||||||
|
futures.add(timeseriesDao.saveLatest(entityType, uid, tsKvEntry));
|
||||||
|
futures.add(timeseriesDao.save(entityType, uid, partitionTs, tsKvEntry));
|
||||||
|
}
|
||||||
|
|
||||||
|
private long toPartitionTs(long ts) {
|
||||||
|
LocalDateTime time = LocalDateTime.ofInstant(Instant.ofEpochMilli(ts), ZoneOffset.UTC);
|
||||||
|
|
||||||
|
LocalDateTime parititonTime = tsFormat.truncatedTo(time);
|
||||||
|
|
||||||
|
return parititonTime.toInstant(ZoneOffset.UTC).toEpochMilli();
|
||||||
|
}
|
||||||
|
|
||||||
|
private static void validate(String entityType, UUIDBased entityId) {
|
||||||
|
Validator.validateString(entityType, "Incorrect entityType " + entityType);
|
||||||
|
Validator.validateId(entityId, "Incorrect entityId " + entityId);
|
||||||
|
}
|
||||||
|
|
||||||
|
private static void validate(TsKvQuery query) {
|
||||||
|
if (query == null) {
|
||||||
|
throw new IncorrectParameterException("TsKvQuery can't be null");
|
||||||
|
} else if (isBlank(query.getKey())) {
|
||||||
|
throw new IncorrectParameterException("Incorrect TsKvQuery. Key can't be empty");
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
@ -0,0 +1,49 @@
|
|||||||
|
/**
|
||||||
|
* Copyright © 2016 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.dao.timeseries;
|
||||||
|
|
||||||
|
import com.datastax.driver.core.ResultSetFuture;
|
||||||
|
import com.datastax.driver.core.Row;
|
||||||
|
import org.thingsboard.server.common.data.kv.TsKvEntry;
|
||||||
|
import org.thingsboard.server.common.data.kv.TsKvQuery;
|
||||||
|
|
||||||
|
import java.util.List;
|
||||||
|
import java.util.Optional;
|
||||||
|
import java.util.Set;
|
||||||
|
import java.util.UUID;
|
||||||
|
|
||||||
|
/**
|
||||||
|
* @author Andrew Shvayka
|
||||||
|
*/
|
||||||
|
public interface TimeseriesDao {
|
||||||
|
|
||||||
|
List<TsKvEntry> find(String entityType, UUID entityId, TsKvQuery query, Optional<Long> minPartition, Optional<Long> maxPartition);
|
||||||
|
|
||||||
|
ResultSetFuture findLatest(String entityType, UUID entityId, String key);
|
||||||
|
|
||||||
|
ResultSetFuture findAllLatest(String entityType, UUID entityId);
|
||||||
|
|
||||||
|
ResultSetFuture save(String entityType, UUID entityId, long partition, TsKvEntry tsKvEntry);
|
||||||
|
|
||||||
|
ResultSetFuture savePartition(String entityType, UUID entityId, long partition, String key);
|
||||||
|
|
||||||
|
ResultSetFuture saveLatest(String entityType, UUID entityId, TsKvEntry tsKvEntry);
|
||||||
|
|
||||||
|
TsKvEntry convertResultToTsKvEntry(Row row);
|
||||||
|
|
||||||
|
List<TsKvEntry> convertResultToTsKvEntryList(List<Row> rows);
|
||||||
|
|
||||||
|
}
|
||||||
@ -0,0 +1,50 @@
|
|||||||
|
/**
|
||||||
|
* Copyright © 2016 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.dao.timeseries;
|
||||||
|
|
||||||
|
import com.datastax.driver.core.ResultSet;
|
||||||
|
import com.datastax.driver.core.ResultSetFuture;
|
||||||
|
import com.datastax.driver.core.Row;
|
||||||
|
import com.google.common.util.concurrent.ListenableFuture;
|
||||||
|
import org.thingsboard.server.common.data.id.UUIDBased;
|
||||||
|
import org.thingsboard.server.common.data.kv.TsKvEntry;
|
||||||
|
import org.thingsboard.server.common.data.kv.TsKvQuery;
|
||||||
|
|
||||||
|
import java.util.Collection;
|
||||||
|
import java.util.List;
|
||||||
|
import java.util.Set;
|
||||||
|
|
||||||
|
/**
|
||||||
|
* @author Andrew Shvayka
|
||||||
|
*/
|
||||||
|
public interface TimeseriesService {
|
||||||
|
|
||||||
|
//TODO: Replace this with async operation
|
||||||
|
List<TsKvEntry> find(String entityType, UUIDBased entityId, TsKvQuery query);
|
||||||
|
|
||||||
|
ListenableFuture<List<ResultSet>> findLatest(String entityType, UUIDBased entityId, Collection<String> keys);
|
||||||
|
|
||||||
|
ResultSetFuture findAllLatest(String entityType, UUIDBased entityId);
|
||||||
|
|
||||||
|
ListenableFuture<List<ResultSet>> save(String entityType, UUIDBased entityId, TsKvEntry tsKvEntry);
|
||||||
|
|
||||||
|
ListenableFuture<List<ResultSet>> save(String entityType, UUIDBased entityId, List<TsKvEntry> tsKvEntry);
|
||||||
|
|
||||||
|
TsKvEntry convertResultToTsKvEntry(Row row);
|
||||||
|
|
||||||
|
List<TsKvEntry> convertResultSetToTsKvEntryList(ResultSet rs);
|
||||||
|
|
||||||
|
}
|
||||||
@ -0,0 +1,66 @@
|
|||||||
|
/**
|
||||||
|
* Copyright © 2016 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.dao.timeseries;
|
||||||
|
|
||||||
|
import java.time.LocalDateTime;
|
||||||
|
import java.time.temporal.ChronoUnit;
|
||||||
|
import java.time.temporal.TemporalUnit;
|
||||||
|
import java.util.Optional;
|
||||||
|
|
||||||
|
public enum TsPartitionDate {
|
||||||
|
|
||||||
|
MINUTES("yyyy-MM-dd-HH-mm", ChronoUnit.MINUTES), HOURS("yyyy-MM-dd-HH", ChronoUnit.HOURS), DAYS("yyyy-MM-dd", ChronoUnit.DAYS), MONTHS("yyyy-MM", ChronoUnit.MONTHS), YEARS("yyyy", ChronoUnit.YEARS);
|
||||||
|
|
||||||
|
private final String pattern;
|
||||||
|
private final TemporalUnit truncateUnit;
|
||||||
|
|
||||||
|
TsPartitionDate(String pattern, TemporalUnit truncateUnit) {
|
||||||
|
this.pattern = pattern;
|
||||||
|
this.truncateUnit = truncateUnit;
|
||||||
|
}
|
||||||
|
|
||||||
|
public String getPattern() {
|
||||||
|
return pattern;
|
||||||
|
}
|
||||||
|
|
||||||
|
public TemporalUnit getTruncateUnit() {
|
||||||
|
return truncateUnit;
|
||||||
|
}
|
||||||
|
|
||||||
|
public LocalDateTime truncatedTo(LocalDateTime time) {
|
||||||
|
switch (this){
|
||||||
|
case MONTHS:
|
||||||
|
return time.truncatedTo(ChronoUnit.DAYS).withDayOfMonth(1);
|
||||||
|
case YEARS:
|
||||||
|
return time.truncatedTo(ChronoUnit.DAYS).withDayOfYear(1);
|
||||||
|
default:
|
||||||
|
return time.truncatedTo(truncateUnit);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
public static Optional<TsPartitionDate> parse(String name) {
|
||||||
|
TsPartitionDate partition = null;
|
||||||
|
if (name != null) {
|
||||||
|
for (TsPartitionDate partitionDate : TsPartitionDate.values()) {
|
||||||
|
if (partitionDate.name().equalsIgnoreCase(name)) {
|
||||||
|
partition = partitionDate;
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
return Optional.of(partition);
|
||||||
|
}
|
||||||
|
}
|
||||||
Loading…
x
Reference in New Issue
Block a user