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Posted to commits@iotdb.apache.org by qi...@apache.org on 2020/06/09 09:10:23 UTC
[incubator-iotdb] branch master updated: [IOTDB-755] Fix count bug
(#1335)
This is an automated email from the ASF dual-hosted git repository.
qiaojialin pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-iotdb.git
The following commit(s) were added to refs/heads/master by this push:
new a7ac8c1 [IOTDB-755] Fix count bug (#1335)
a7ac8c1 is described below
commit a7ac8c195745d1c36f0756086107e25427dd6f9b
Author: Jackie Tien <Ja...@foxmail.com>
AuthorDate: Tue Jun 9 17:10:09 2020 +0800
[IOTDB-755] Fix count bug (#1335)
* fix count bug in align by device
---
.../apache/iotdb/db/qp/executor/PlanExecutor.java | 4 +-
.../db/qp/physical/crud/AlignByDevicePlan.java | 24 +++--
.../iotdb/db/qp/strategy/PhysicalGenerator.java | 71 +++++++++----
.../db/query/dataset/AlignByDeviceDataSet.java | 11 +-
.../org/apache/iotdb/db/service/TSServiceImpl.java | 2 +-
.../IoTDBAggregationAlignByDeviceIT.java | 113 +++++++++++++++++++++
6 files changed, 192 insertions(+), 33 deletions(-)
diff --git a/server/src/main/java/org/apache/iotdb/db/qp/executor/PlanExecutor.java b/server/src/main/java/org/apache/iotdb/db/qp/executor/PlanExecutor.java
index 6113424..fd53ec3 100644
--- a/server/src/main/java/org/apache/iotdb/db/qp/executor/PlanExecutor.java
+++ b/server/src/main/java/org/apache/iotdb/db/qp/executor/PlanExecutor.java
@@ -283,7 +283,7 @@ public class PlanExecutor implements IPlanExecutor {
protected QueryDataSet processDataQuery(QueryPlan queryPlan, QueryContext context)
throws StorageEngineException, QueryFilterOptimizationException, QueryProcessException,
- IOException {
+ IOException, MetadataException {
QueryDataSet queryDataSet;
if (queryPlan instanceof AlignByDevicePlan) {
queryDataSet = getAlignByDeviceDataSet((AlignByDevicePlan) queryPlan, context, queryRouter);
@@ -315,7 +315,7 @@ public class PlanExecutor implements IPlanExecutor {
}
protected AlignByDeviceDataSet getAlignByDeviceDataSet(AlignByDevicePlan plan,
- QueryContext context, IQueryRouter router) {
+ QueryContext context, IQueryRouter router) throws MetadataException {
return new AlignByDeviceDataSet(plan, context, router);
}
diff --git a/server/src/main/java/org/apache/iotdb/db/qp/physical/crud/AlignByDevicePlan.java b/server/src/main/java/org/apache/iotdb/db/qp/physical/crud/AlignByDevicePlan.java
index 3edd8b2..5fde38f 100644
--- a/server/src/main/java/org/apache/iotdb/db/qp/physical/crud/AlignByDevicePlan.java
+++ b/server/src/main/java/org/apache/iotdb/db/qp/physical/crud/AlignByDevicePlan.java
@@ -30,11 +30,15 @@ public class AlignByDevicePlan extends QueryPlan {
private List<String> measurements; // to record result measurement columns, e.g. temperature, status, speed
// to check data type consistency for the same name sensor of different devices
private List<String> devices;
- private Map<String, TSDataType> measurementDataTypeMap;
+ // to record the datatype of the column in the result set
+ private Map<String, TSDataType> columnDataTypeMap;
private Map<String, IExpression> deviceToFilterMap;
// to record different kinds of measurement
private Map<String, MeasurementType> measurementTypeMap;
+ // to record the real type of the measurement
+ private Map<String, TSDataType> measurementDataTypeMap;
+
private GroupByTimePlan groupByTimePlan;
private FillQueryPlan fillQueryPlan;
private AggregationPlan aggregationPlan;
@@ -59,13 +63,13 @@ public class AlignByDevicePlan extends QueryPlan {
return devices;
}
- public void setMeasurementDataTypeMap(
- Map<String, TSDataType> measurementDataTypeMap) {
- this.measurementDataTypeMap = measurementDataTypeMap;
+ public void setColumnDataTypeMap(
+ Map<String, TSDataType> columnDataTypeMap) {
+ this.columnDataTypeMap = columnDataTypeMap;
}
- public Map<String, TSDataType> getMeasurementDataTypeMap() {
- return measurementDataTypeMap;
+ public Map<String, TSDataType> getColumnDataTypeMap() {
+ return columnDataTypeMap;
}
public Map<String, IExpression> getDeviceToFilterMap() {
@@ -85,6 +89,14 @@ public class AlignByDevicePlan extends QueryPlan {
this.measurementTypeMap = measurementTypeMap;
}
+ public Map<String, TSDataType> getMeasurementDataTypeMap() {
+ return measurementDataTypeMap;
+ }
+
+ public void setMeasurementDataTypeMap(Map<String, TSDataType> measurementDataTypeMap) {
+ this.measurementDataTypeMap = measurementDataTypeMap;
+ }
+
public GroupByTimePlan getGroupByTimePlan() {
return groupByTimePlan;
}
diff --git a/server/src/main/java/org/apache/iotdb/db/qp/strategy/PhysicalGenerator.java b/server/src/main/java/org/apache/iotdb/db/qp/strategy/PhysicalGenerator.java
index 644b99b..cff982c 100644
--- a/server/src/main/java/org/apache/iotdb/db/qp/strategy/PhysicalGenerator.java
+++ b/server/src/main/java/org/apache/iotdb/db/qp/strategy/PhysicalGenerator.java
@@ -47,9 +47,9 @@ import org.apache.iotdb.db.qp.logical.sys.CreateTimeSeriesOperator;
import org.apache.iotdb.db.qp.logical.sys.DataAuthOperator;
import org.apache.iotdb.db.qp.logical.sys.DeleteStorageGroupOperator;
import org.apache.iotdb.db.qp.logical.sys.DeleteTimeSeriesOperator;
+import org.apache.iotdb.db.qp.logical.sys.FlushOperator;
import org.apache.iotdb.db.qp.logical.sys.LoadConfigurationOperator;
import org.apache.iotdb.db.qp.logical.sys.LoadConfigurationOperator.LoadConfigurationOperatorType;
-import org.apache.iotdb.db.qp.logical.sys.FlushOperator;
import org.apache.iotdb.db.qp.logical.sys.LoadDataOperator;
import org.apache.iotdb.db.qp.logical.sys.LoadFilesOperator;
import org.apache.iotdb.db.qp.logical.sys.MoveFileOperator;
@@ -61,9 +61,17 @@ import org.apache.iotdb.db.qp.logical.sys.ShowDevicesOperator;
import org.apache.iotdb.db.qp.logical.sys.ShowTTLOperator;
import org.apache.iotdb.db.qp.logical.sys.ShowTimeSeriesOperator;
import org.apache.iotdb.db.qp.physical.PhysicalPlan;
-import org.apache.iotdb.db.qp.physical.crud.*;
+import org.apache.iotdb.db.qp.physical.crud.AggregationPlan;
+import org.apache.iotdb.db.qp.physical.crud.AlignByDevicePlan;
import org.apache.iotdb.db.qp.physical.crud.AlignByDevicePlan.MeasurementType;
+import org.apache.iotdb.db.qp.physical.crud.DeletePlan;
+import org.apache.iotdb.db.qp.physical.crud.FillQueryPlan;
+import org.apache.iotdb.db.qp.physical.crud.GroupByTimeFillPlan;
import org.apache.iotdb.db.qp.physical.crud.GroupByTimePlan;
+import org.apache.iotdb.db.qp.physical.crud.InsertPlan;
+import org.apache.iotdb.db.qp.physical.crud.LastQueryPlan;
+import org.apache.iotdb.db.qp.physical.crud.QueryPlan;
+import org.apache.iotdb.db.qp.physical.crud.RawDataQueryPlan;
import org.apache.iotdb.db.qp.physical.sys.AlterTimeSeriesPlan;
import org.apache.iotdb.db.qp.physical.sys.AuthorPlan;
import org.apache.iotdb.db.qp.physical.sys.ClearCachePlan;
@@ -72,10 +80,10 @@ import org.apache.iotdb.db.qp.physical.sys.CreateTimeSeriesPlan;
import org.apache.iotdb.db.qp.physical.sys.DataAuthPlan;
import org.apache.iotdb.db.qp.physical.sys.DeleteStorageGroupPlan;
import org.apache.iotdb.db.qp.physical.sys.DeleteTimeSeriesPlan;
+import org.apache.iotdb.db.qp.physical.sys.FlushPlan;
import org.apache.iotdb.db.qp.physical.sys.LoadConfigurationPlan;
import org.apache.iotdb.db.qp.physical.sys.LoadConfigurationPlan.LoadConfigurationPlanType;
import org.apache.iotdb.db.qp.physical.sys.LoadDataPlan;
-import org.apache.iotdb.db.qp.physical.sys.FlushPlan;
import org.apache.iotdb.db.qp.physical.sys.MergePlan;
import org.apache.iotdb.db.qp.physical.sys.OperateFilePlan;
import org.apache.iotdb.db.qp.physical.sys.SetStorageGroupPlan;
@@ -91,14 +99,11 @@ import org.apache.iotdb.tsfile.file.metadata.enums.TSDataType;
import org.apache.iotdb.tsfile.read.common.Path;
import org.apache.iotdb.tsfile.read.expression.IExpression;
import org.apache.iotdb.tsfile.utils.Pair;
-import org.slf4j.LoggerFactory;
-import org.slf4j.Logger;
/**
* Used to convert logical operator to physical plan
*/
public class PhysicalGenerator {
- private static Logger logger = LoggerFactory.getLogger(PhysicalGenerator.class);
public PhysicalPlan transformToPhysicalPlan(Operator operator) throws QueryProcessException {
List<Path> paths;
@@ -291,9 +296,25 @@ public class PhysicalGenerator {
}
- protected List<TSDataType> getSeriesTypes(List<String> paths,
+ /**
+ * get types for path list
+ *
+ * @return pair.left is the type of column in result set, pair.right is the real type of the
+ * measurement
+ */
+ protected Pair<List<TSDataType>, List<TSDataType>> getSeriesTypes(List<String> paths,
String aggregation) throws MetadataException {
- return SchemaUtils.getSeriesTypesByString(paths, aggregation);
+ List<TSDataType> measurementDataTypes = SchemaUtils.getSeriesTypesByString(paths, null);
+ // if the aggregation function is null, the type of column in result set
+ // is equal to the real type of the measurement
+ if (aggregation == null) {
+ return new Pair<>(measurementDataTypes, measurementDataTypes);
+ } else {
+ // if the aggregation function is not null,
+ // we should recalculate the type of column in result set
+ List<TSDataType> columnDataTypes = SchemaUtils.getSeriesTypesByString(paths, aggregation);
+ return new Pair<>(columnDataTypes, measurementDataTypes);
+ }
}
protected List<TSDataType> getSeriesTypes(List<Path> paths) throws MetadataException {
@@ -341,7 +362,8 @@ public class PhysicalGenerator {
if (queryOperator.getLevel() >= 0) {
for (int i = 0; i < queryOperator.getSelectOperator().getAggregations().size(); i++) {
- if (!SQLConstant.COUNT.equals(queryOperator.getSelectOperator().getAggregations().get(i))) {
+ if (!SQLConstant.COUNT
+ .equals(queryOperator.getSelectOperator().getAggregations().get(i))) {
throw new QueryProcessException("group by level only support count now.");
}
}
@@ -357,12 +379,13 @@ public class PhysicalGenerator {
((FillQueryPlan) queryPlan).setFillType(queryOperator.getFillTypes());
} else if (queryOperator.hasAggregation()) {
queryPlan = new AggregationPlan();
- ((AggregationPlan)queryPlan).setLevel(queryOperator.getLevel());
+ ((AggregationPlan) queryPlan).setLevel(queryOperator.getLevel());
((AggregationPlan) queryPlan)
.setAggregations(queryOperator.getSelectOperator().getAggregations());
if (queryOperator.getLevel() >= 0) {
for (int i = 0; i < queryOperator.getSelectOperator().getAggregations().size(); i++) {
- if (!SQLConstant.COUNT.equals(queryOperator.getSelectOperator().getAggregations().get(i))) {
+ if (!SQLConstant.COUNT
+ .equals(queryOperator.getSelectOperator().getAggregations().get(i))) {
throw new QueryProcessException("group by level only support count now.");
}
}
@@ -387,7 +410,7 @@ public class PhysicalGenerator {
} else if (queryPlan instanceof FillQueryPlan) {
alignByDevicePlan.setFillQueryPlan((FillQueryPlan) queryPlan);
} else if (queryPlan instanceof AggregationPlan) {
- if (((AggregationPlan)queryPlan).getLevel() >= 0) {
+ if (((AggregationPlan) queryPlan).getLevel() >= 0) {
throw new QueryProcessException("group by level does not support align by device now.");
}
alignByDevicePlan.setAggregationPlan((AggregationPlan) queryPlan);
@@ -402,8 +425,12 @@ public class PhysicalGenerator {
// to record result measurement columns
List<String> measurements = new ArrayList<>();
// to check the same measurement of different devices having the same datatype
- Map<String, TSDataType> measurementDataTypeMap = new HashMap<>();
+ // record the data type of each column of result set
+ Map<String, TSDataType> columnDataTypeMap = new HashMap<>();
Map<String, MeasurementType> measurementTypeMap = new HashMap<>();
+
+ // to record the real type of the corresponding measurement
+ Map<String, TSDataType> measurementDataTypeMap = new HashMap<>();
List<Path> paths = new ArrayList<>();
for (int i = 0; i < suffixPaths.size(); i++) { // per suffix in SELECT
@@ -436,7 +463,11 @@ public class PhysicalGenerator {
String aggregation =
originAggregations != null && !originAggregations.isEmpty()
? originAggregations.get(i) : null;
- List<TSDataType> dataTypes = getSeriesTypes(actualPaths, aggregation);
+
+ Pair<List<TSDataType>, List<TSDataType>> pair = getSeriesTypes(actualPaths,
+ aggregation);
+ List<TSDataType> columnDataTypes = pair.left;
+ List<TSDataType> measurementDataTypes = pair.right;
for (int pathIdx = 0; pathIdx < actualPaths.size(); pathIdx++) {
Path path = new Path(actualPaths.get(pathIdx));
@@ -449,16 +480,17 @@ public class PhysicalGenerator {
} else {
measurementChecked = path.getMeasurement();
}
- TSDataType dataType = dataTypes.get(pathIdx);
- if (measurementDataTypeMap.containsKey(measurementChecked)) {
- if (!dataType.equals(measurementDataTypeMap.get(measurementChecked))) {
+ TSDataType columnDataType = columnDataTypes.get(pathIdx);
+ if (columnDataTypeMap.containsKey(measurementChecked)) {
+ if (!columnDataType.equals(columnDataTypeMap.get(measurementChecked))) {
throw new QueryProcessException(
"The data types of the same measurement column should be the same across "
+ "devices in ALIGN_BY_DEVICE sql. For more details please refer to the "
+ "SQL document.");
}
} else {
- measurementDataTypeMap.put(measurementChecked, dataType);
+ columnDataTypeMap.put(measurementChecked, columnDataType);
+ measurementDataTypeMap.put(measurementChecked, measurementDataTypes.get(pathIdx));
}
// update measurementSetOfGivenSuffix and Normal measurement
@@ -498,8 +530,9 @@ public class PhysicalGenerator {
// assigns to alignByDevicePlan
alignByDevicePlan.setMeasurements(measurements);
alignByDevicePlan.setDevices(devices);
- alignByDevicePlan.setMeasurementDataTypeMap(measurementDataTypeMap);
+ alignByDevicePlan.setColumnDataTypeMap(columnDataTypeMap);
alignByDevicePlan.setMeasurementTypeMap(measurementTypeMap);
+ alignByDevicePlan.setMeasurementDataTypeMap(measurementDataTypeMap);
alignByDevicePlan.setPaths(paths);
// get deviceToFilterMap
diff --git a/server/src/main/java/org/apache/iotdb/db/query/dataset/AlignByDeviceDataSet.java b/server/src/main/java/org/apache/iotdb/db/query/dataset/AlignByDeviceDataSet.java
index 438f3a8..2988800 100644
--- a/server/src/main/java/org/apache/iotdb/db/query/dataset/AlignByDeviceDataSet.java
+++ b/server/src/main/java/org/apache/iotdb/db/query/dataset/AlignByDeviceDataSet.java
@@ -62,7 +62,8 @@ public class AlignByDeviceDataSet extends QueryDataSet {
private List<String> devices;
private Map<String, IExpression> deviceToFilterMap;
private Map<String, MeasurementType> measurementTypeMap;
- private Map<String, TSDataType> measurementDataTpeMap;
+ // record the real type of the corresponding measurement
+ private Map<String, TSDataType> measurementDataTypeMap;
private GroupByTimePlan groupByTimePlan;
private FillQueryPlan fillQueryPlan;
@@ -76,12 +77,12 @@ public class AlignByDeviceDataSet extends QueryDataSet {
private List<String> executeColumns;
public AlignByDeviceDataSet(AlignByDevicePlan alignByDevicePlan, QueryContext context,
- IQueryRouter queryRouter) {
+ IQueryRouter queryRouter) throws MetadataException {
super(null, alignByDevicePlan.getDataTypes());
this.measurements = alignByDevicePlan.getMeasurements();
this.devices = alignByDevicePlan.getDevices();
- this.measurementDataTpeMap = alignByDevicePlan.getMeasurementDataTypeMap();
+ this.measurementDataTypeMap = alignByDevicePlan.getMeasurementDataTypeMap();
this.queryRouter = queryRouter;
this.context = context;
this.deviceToFilterMap = alignByDevicePlan.getDeviceToFilterMap();
@@ -127,7 +128,7 @@ public class AlignByDeviceDataSet extends QueryDataSet {
List<Path> executePaths = new ArrayList<>();
List<TSDataType> tsDataTypes = new ArrayList<>();
List<String> executeAggregations = new ArrayList<>();
- for (String column : measurementDataTpeMap.keySet()) {
+ for (String column : measurementDataTypeMap.keySet()) {
String measurement = column;
if (dataSetType == DataSetType.GROUPBYTIME || dataSetType == DataSetType.AGGREGATE) {
measurement = column.substring(column.indexOf('(') + 1, column.indexOf(')'));
@@ -138,7 +139,7 @@ public class AlignByDeviceDataSet extends QueryDataSet {
if (measurementOfGivenDevice.contains(measurement)) {
executeColumns.add(column);
executePaths.add(new Path(currentDevice, measurement));
- tsDataTypes.add(measurementDataTpeMap.get(column));
+ tsDataTypes.add(measurementDataTypeMap.get(column));
}
}
diff --git a/server/src/main/java/org/apache/iotdb/db/service/TSServiceImpl.java b/server/src/main/java/org/apache/iotdb/db/service/TSServiceImpl.java
index 7ae24a9..d17457e 100644
--- a/server/src/main/java/org/apache/iotdb/db/service/TSServiceImpl.java
+++ b/server/src/main/java/org/apache/iotdb/db/service/TSServiceImpl.java
@@ -760,7 +760,7 @@ public class TSServiceImpl implements TSIService.Iface, ServerContext {
deduplicatedColumnsType.add(TSDataType.TEXT); // the DEVICE column of ALIGN_BY_DEVICE result
Set<String> deduplicatedMeasurements = new LinkedHashSet<>();
- Map<String, TSDataType> measurementDataTypeMap = plan.getMeasurementDataTypeMap();
+ Map<String, TSDataType> measurementDataTypeMap = plan.getColumnDataTypeMap();
// build column header with constant and non exist column and deduplication
List<String> measurements = plan.getMeasurements();
diff --git a/server/src/test/java/org/apache/iotdb/db/integration/IoTDBAggregationAlignByDeviceIT.java b/server/src/test/java/org/apache/iotdb/db/integration/IoTDBAggregationAlignByDeviceIT.java
new file mode 100644
index 0000000..3655fe8
--- /dev/null
+++ b/server/src/test/java/org/apache/iotdb/db/integration/IoTDBAggregationAlignByDeviceIT.java
@@ -0,0 +1,113 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF licenses this file
+ * to you 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.apache.iotdb.db.integration;
+
+import static org.apache.iotdb.db.constant.TestConstant.count;
+import static org.junit.Assert.fail;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.ResultSet;
+import java.sql.SQLException;
+import java.sql.Statement;
+import org.apache.iotdb.db.utils.EnvironmentUtils;
+import org.apache.iotdb.jdbc.Config;
+import org.junit.After;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+public class IoTDBAggregationAlignByDeviceIT {
+
+ private static final String[] dataSet = new String[]{
+ "INSERT INTO root.sg1.d1(timestamp,s1,s2,s3) values(1, 1.0, 1.1, 1.2)",
+ "INSERT INTO root.sg1.d1(timestamp,s1,s2,s3) values(2, 2.0, 2.1, 2.2)",
+ "INSERT INTO root.sg1.d1(timestamp,s1,s2,s3) values(3, 3.0, 3.1, 3.2)",
+ "flush",
+ "INSERT INTO root.sg1.d2(timestamp,s1,s2,s3) values(1, 1.0, 1.1, 1.2)",
+ "INSERT INTO root.sg1.d2(timestamp,s1,s2,s3) values(2, 2.0, 2.1, 2.2)",
+ "INSERT INTO root.sg1.d2(timestamp,s1,s2,s3) values(3, 3.0, 3.1, 3.2)",
+ "flush",
+ "INSERT INTO root.sg1.d1(timestamp,s1,s2,s3) values(1, 11.0, 11.1, 11.2)",
+ "INSERT INTO root.sg1.d1(timestamp,s1,s2,s3) values(2, 12.0, 12.1, 12.2)",
+ "INSERT INTO root.sg1.d1(timestamp,s1,s2,s3) values(3, 13.0, 13.1, 13.2)",
+ "INSERT INTO root.sg1.d2(timestamp,s1,s2,s3) values(1, 11.0, 11.1, 11.2)",
+ "INSERT INTO root.sg1.d2(timestamp,s1,s2,s3) values(2, 12.0, 12.1, 12.2)",
+ "INSERT INTO root.sg1.d2(timestamp,s1,s2,s3) values(3, 13.0, 13.1, 13.2)",
+ };
+
+ @Before
+ public void setUp() throws Exception {
+ EnvironmentUtils.closeStatMonitor();
+ EnvironmentUtils.envSetUp();
+ Class.forName(Config.JDBC_DRIVER_NAME);
+ prepareData();
+ }
+
+ @After
+ public void tearDown() throws Exception {
+ EnvironmentUtils.cleanEnv();
+ }
+
+ @Test
+ public void test() throws SQLException {
+ String[] retArray = new String[]{"root.sg1.d1,3,3,3", "root.sg1.d2,3,3,3",};
+ try (Connection connection = DriverManager.
+ getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
+ Statement statement = connection.createStatement()) {
+
+ boolean hasResultSet = statement
+ .execute("SELECT count(*) from root align by device");
+
+ Assert.assertTrue(hasResultSet);
+
+ int cnt;
+ try (ResultSet resultSet = statement.getResultSet()) {
+ cnt = 0;
+ while (resultSet.next()) {
+ String ans =
+ resultSet.getString("Device") + "," + resultSet.getString(count("s1"))
+ + "," + resultSet.getString(count("s2")) + "," + resultSet
+ .getString(count("s3"));
+ Assert.assertEquals(retArray[cnt], ans);
+ cnt++;
+ }
+ Assert.assertEquals(retArray.length, cnt);
+ }
+ } catch (Exception e) {
+ e.printStackTrace();
+ fail(e.getMessage());
+ }
+ }
+
+ private void prepareData() {
+ try (Connection connection = DriverManager
+ .getConnection(Config.IOTDB_URL_PREFIX + "127.0.0.1:6667/", "root",
+ "root");
+ Statement statement = connection.createStatement()) {
+
+ for (String sql : dataSet) {
+ statement.execute(sql);
+ }
+
+ } catch (Exception e) {
+ e.printStackTrace();
+ }
+ }
+}