/*
 * 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.avg;
import static org.apache.iotdb.db.constant.TestConstant.count;
import static org.apache.iotdb.db.constant.TestConstant.first_value;
import static org.apache.iotdb.db.constant.TestConstant.last_value;
import static org.apache.iotdb.db.constant.TestConstant.max_time;
import static org.apache.iotdb.db.constant.TestConstant.max_value;
import static org.apache.iotdb.db.constant.TestConstant.min_time;
import static org.apache.iotdb.db.constant.TestConstant.min_value;
import static org.apache.iotdb.db.constant.TestConstant.sum;
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.conf.IoTDBDescriptor;
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 IoTDBAggregationLargeDataIT {

  private static final String TIMESTAMP_STR = "Time";
  private final String d0s0 = "root.vehicle.d0.s0";
  private final String d0s1 = "root.vehicle.d0.s1";
  private final String d0s2 = "root.vehicle.d0.s2";
  private final String d0s3 = "root.vehicle.d0.s3";
  private final String d0s4 = "root.vehicle.d0.s4";

  private static String[] createSql = new String[]{
      "SET STORAGE GROUP TO root.vehicle",
      "CREATE TIMESERIES root.vehicle.d1.s0 WITH DATATYPE=INT32, ENCODING=RLE",
      "CREATE TIMESERIES root.vehicle.d0.s2 WITH DATATYPE=FLOAT, ENCODING=RLE",
      "CREATE TIMESERIES root.vehicle.d0.s3 WITH DATATYPE=TEXT, ENCODING=PLAIN",
      "CREATE TIMESERIES root.vehicle.d0.s0 WITH DATATYPE=INT32, ENCODING=RLE",
      "CREATE TIMESERIES root.vehicle.d0.s1 WITH DATATYPE=INT64, ENCODING=RLE",
      "CREATE TIMESERIES root.vehicle.d0.s4 WITH DATATYPE=BOOLEAN, ENCODING=PLAIN",
  };

  private static String[] insertSql = new String[]{
      "insert into root.vehicle.d0(timestamp,s0) values(1,101)",
      "insert into root.vehicle.d0(timestamp,s0) values(2,198)",
      "insert into root.vehicle.d0(timestamp,s0) values(100,99)",
      "insert into root.vehicle.d0(timestamp,s0) values(101,99)",
      "insert into root.vehicle.d0(timestamp,s0) values(102,80)",
      "insert into root.vehicle.d0(timestamp,s0) values(103,99)",
      "insert into root.vehicle.d0(timestamp,s0) values(104,90)",
      "insert into root.vehicle.d0(timestamp,s0) values(105,99)",
      "insert into root.vehicle.d0(timestamp,s0) values(106,99)",
      "insert into root.vehicle.d0(timestamp,s0) values(2,10000)",
      "insert into root.vehicle.d0(timestamp,s0) values(50,10000)",
      "insert into root.vehicle.d0(timestamp,s0) values(1000,22222)",
      "insert into root.vehicle.d0(timestamp,s0) values(106,199)",
      "DELETE FROM root.vehicle.d0.s0 WHERE time < 104",

      "insert into root.vehicle.d0(timestamp,s1) values(1,1101)",
      "insert into root.vehicle.d0(timestamp,s1) values(2,198)",
      "insert into root.vehicle.d0(timestamp,s1) values(100,199)",
      "insert into root.vehicle.d0(timestamp,s1) values(101,199)",
      "insert into root.vehicle.d0(timestamp,s1) values(102,180)",
      "insert into root.vehicle.d0(timestamp,s1) values(103,199)",
      "insert into root.vehicle.d0(timestamp,s1) values(104,190)",
      "insert into root.vehicle.d0(timestamp,s1) values(105,199)",
      "insert into root.vehicle.d0(timestamp,s1) values(2,40000)",
      "insert into root.vehicle.d0(timestamp,s1) values(50,50000)",
      "insert into root.vehicle.d0(timestamp,s1) values(1000,55555)",

      "insert into root.vehicle.d0(timestamp,s2) values(1000,55555)",
      "insert into root.vehicle.d0(timestamp,s2) values(2,2.22)",
      "insert into root.vehicle.d0(timestamp,s2) values(3,3.33)",
      "insert into root.vehicle.d0(timestamp,s2) values(4,4.44)",
      "insert into root.vehicle.d0(timestamp,s2) values(102,10.00)",
      "insert into root.vehicle.d0(timestamp,s2) values(105,11.11)",
      "insert into root.vehicle.d0(timestamp,s2) values(1000,1000.11)",

      "insert into root.vehicle.d0(timestamp,s3) values(60,'aaaaa')",
      "insert into root.vehicle.d0(timestamp,s3) values(70,'bbbbb')",
      "insert into root.vehicle.d0(timestamp,s3) values(80,'ccccc')",
      "insert into root.vehicle.d0(timestamp,s3) values(101,'ddddd')",
      "insert into root.vehicle.d0(timestamp,s3) values(102,'fffff')",

      "insert into root.vehicle.d1(timestamp,s0) values(1,999)",
      "insert into root.vehicle.d1(timestamp,s0) values(1000,888)",

      "insert into root.vehicle.d0(timestamp,s4) values(100, false)",
      "insert into root.vehicle.d0(timestamp,s4) values(100, true)",
  };

  private long prevPartitionInterval;

  @Before
  public void setUp() throws Exception {
    EnvironmentUtils.closeStatMonitor();
    prevPartitionInterval = IoTDBDescriptor.getInstance().getConfig().getPartitionInterval();
    EnvironmentUtils.envSetUp();
  }

  @After
  public void tearDown() throws Exception {
    EnvironmentUtils.cleanEnv();
    IoTDBDescriptor.getInstance().getConfig().setPartitionInterval(prevPartitionInterval);
  }

  @Test
  public void test() throws ClassNotFoundException, SQLException {
    insertSQL();

    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");) {
      lastValueAggreWithSingleFilterTest();
      avgAggreWithSingleFilterTest();
      sumAggreWithSingleFilterTest();
      firstAggreWithSingleFilterTest();
      countAggreWithSingleFilterTest();
      minMaxTimeAggreWithSingleFilterTest();
      minValueAggreWithSingleFilterTest();
      maxValueAggreWithSingleFilterTest();

      lastValueAggreWithMultiFilterTest();
      countAggreWithMultiFilterTest();
      minTimeAggreWithMultiFilterTest();
      maxTimeAggreWithMultiFilterTest();
      minValueAggreWithMultiFilterTest();
      maxValueAggreWithMultiFilterTest();
      avgAggreWithMultiFilterTest();
      sumAggreWithMultiFilterTest();
      firstAggreWithMultiFilterTest();
    }
  }

  private void lastValueAggreWithMultiFilterTest() throws SQLException {
    String[] retArray = new String[]{
        "0,9,39,63.0,E,true"
    };

    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {
      boolean hasResultSet = statement.execute(
          "select last_value(s0),last_value(s1),last_value(s2),last_value(s3),last_value(s4)" +
              " from root.vehicle.d0 where s1 >= 0");
      Assert.assertTrue(hasResultSet);
      try (ResultSet resultSet = statement.getResultSet()) {
        int cnt = 0;
        while (resultSet.next()) {
          String ans = resultSet.getString(TIMESTAMP_STR) + "," +
              resultSet.getString(last_value(d0s0)) + "," + resultSet
              .getString(last_value(d0s1))
              + "," + resultSet.getString(last_value(d0s2)) + "," +
              resultSet.getString(last_value(d0s3)) + "," + resultSet
              .getString(last_value(d0s4));
          // System.out.println("============ " + ans);
          Assert.assertEquals(ans, retArray[cnt]);
          cnt++;
        }
        Assert.assertEquals(1, cnt);
      }
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void lastValueAggreWithSingleFilterTest() throws SQLException {
    String[] retArray = new String[]{
        "0,9,39,63.0"
    };

    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {
      boolean hasResultSet = statement
          .execute("select last_value(s0),last_value(s1),last_value(s2)" +
              " from root.vehicle.d0 where s1 >= 0");
      Assert.assertTrue(hasResultSet);
      try (ResultSet resultSet = statement.getResultSet()) {
        int cnt = 0;
        while (resultSet.next()) {
          String ans = resultSet.getString(TIMESTAMP_STR) + "," +
              resultSet.getString(last_value(d0s0)) + ","
              + resultSet.getString(last_value(d0s1)) + "," +
              resultSet.getString(last_value(d0s2));
          Assert.assertEquals(retArray[cnt], ans);
          cnt++;
        }
        Assert.assertEquals(1, cnt);
      }
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void sumAggreWithSingleFilterTest() {
    String[] retArray = new String[]{
        "0,55061.0,156752.0,20254"
    };

    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      boolean hasResultSet = statement.execute("select sum(s0),sum(s1),sum(s2)" +
          " from root.vehicle.d0 where s1 >= 0");
      Assert.assertTrue(hasResultSet);
      try (ResultSet resultSet = statement.getResultSet()) {
        int cnt = 0;
        while (resultSet.next()) {
          String ans =
              resultSet.getString(TIMESTAMP_STR) + "," + resultSet.getString(sum(d0s0)) + ","
                  + resultSet.getString(sum(d0s1)) + "," + Math
                  .round(resultSet.getDouble(sum(d0s2)));
          Assert.assertEquals(ans, retArray[cnt]);
          cnt++;
        }
        Assert.assertEquals(1, cnt);
      }
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void firstAggreWithSingleFilterTest() {
    String[] retArray = new String[]{
        "0,90,1101,2.22,ddddd,true"
    };

    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      boolean hasResultSet = statement
          .execute("select first_value(s0),first_value(s1),first_value(s2),first_value(s3),"
              + "first_value(s4) from root.vehicle.d0 where s1 >= 0");
      Assert.assertTrue(hasResultSet);
      try (ResultSet resultSet = statement.getResultSet()) {
        int cnt = 0;
        while (resultSet.next()) {
          String ans = resultSet.getString(TIMESTAMP_STR) + "," +
              resultSet.getString(first_value(d0s0)) + ","
              + resultSet.getString(first_value(d0s1)) + "," +
              resultSet.getString(first_value(d0s2))
              + "," + resultSet.getString(first_value(d0s3)) + "," +
              resultSet.getString(first_value(d0s4));
          Assert.assertEquals(ans, retArray[cnt]);
          cnt++;
        }
        Assert.assertEquals(1, cnt);
      }
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void avgAggreWithSingleFilterTest() {
    String[] retArray = new String[]{
        "0,75,212,28"
    };
    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement();) {

      boolean hasResultSet = statement.execute(
          "select avg(s0),avg(s1),avg(s2) from root.vehicle.d0 where s1 >= 0");
      Assert.assertTrue(hasResultSet);
      try (ResultSet resultSet = statement.getResultSet()) {
        int cnt = 0;
        while (resultSet.next()) {
          String ans =
              resultSet.getString(TIMESTAMP_STR) + "," + Math.round(resultSet.getDouble(avg(d0s0)))
                  + "," + Math.round(resultSet.getDouble(avg(d0s1))) + "," +
                  Math.round(resultSet.getDouble(avg(d0s2)));
          //System.out.println("!!!!!============ " + ans);
          Assert.assertEquals(retArray[cnt], ans);
          cnt++;
        }
        Assert.assertEquals(1, cnt);
      }
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void countAggreWithSingleFilterTest() throws SQLException {
    String[] retArray = new String[]{
        "0,733,740,734"
    };

    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      boolean hasResultSet = statement.execute(
          "select count(s0),count(s1),count(s2) from root.vehicle.d0 where s1 >= 0");
      Assert.assertTrue(hasResultSet);
      try (ResultSet resultSet = statement.getResultSet()) {
        int cnt = 0;
        while (resultSet.next()) {
          String ans = resultSet.getString(TIMESTAMP_STR) + "," + resultSet.getString(count(d0s0))
              + "," + resultSet.getString(count(d0s1)) + "," + resultSet.getString(count(d0s2));
          //System.out.println("!!!!!============ " + ans);
          Assert.assertEquals(retArray[cnt], ans);
          cnt++;
        }
        Assert.assertEquals(1, cnt);
      }
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void minMaxTimeAggreWithSingleFilterTest() throws ClassNotFoundException, SQLException {
    String[] retArray = new String[]{
        "0,104,1,2,101,100"
    };

    Class.forName(Config.JDBC_DRIVER_NAME);
    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      boolean hasResultSet = statement.execute(
          "select min_time(s0),min_time(s1),min_time(s2),min_time(s3),min_time(s4)" +
              " from root.vehicle.d0 where s1 >= 0");
      Assert.assertTrue(hasResultSet);
      ResultSet resultSet = statement.getResultSet();
      int cnt = 0;
      while (resultSet.next()) {
        String ans = resultSet.getString(TIMESTAMP_STR) + "," +
            resultSet.getString(min_time(d0s0)) + "," +
            resultSet.getString(min_time(d0s1)) + "," +
            resultSet.getString(min_time(d0s2)) +
            "," + resultSet.getString(min_time(d0s3)) +
            "," + resultSet.getString(min_time(d0s4));
        Assert.assertEquals(ans, retArray[cnt]);
        cnt++;
      }
      Assert.assertEquals(1, cnt);

      retArray = new String[]{
          "0,3999,3999,3999,3599,100"
      };
      hasResultSet = statement.execute("select max_time(s0),max_time(s1),max_time(s2),"
          + "max_time(s3),max_time(s4) from root.vehicle.d0 " +
          "where s1 < 50000 and s1 != 100");
      Assert.assertTrue(hasResultSet);
      resultSet = statement.getResultSet();
      cnt = 0;
      while (resultSet.next()) {
        String ans = resultSet.getString(TIMESTAMP_STR) + "," + resultSet.getString(max_time(d0s0))
            + "," + resultSet.getString(max_time(d0s1)) + "," + resultSet.getString(max_time(d0s2))
            + "," + resultSet.getString(max_time(d0s3)) + "," + resultSet.getString(max_time(d0s4));
        Assert.assertEquals(ans, retArray[cnt]);
        cnt++;
      }
      Assert.assertEquals(1, cnt);

    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void minValueAggreWithSingleFilterTest() throws ClassNotFoundException, SQLException {
    String[] retArray = new String[]{
        "0,0,0,0.0,B,true"
    };

    Class.forName(Config.JDBC_DRIVER_NAME);
    try (Connection connection = DriverManager
        .getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {
      boolean hasResultSet = statement.execute("select min_value(s0),min_value(s1),min_value(s2),"
          + "min_value(s3),min_value(s4) from root.vehicle.d0 " +
          "where s1 < 50000 and s1 != 100");

      if (hasResultSet) {
        ResultSet resultSet = statement.getResultSet();
        int cnt = 0;
        while (resultSet.next()) {
          String ans =
              resultSet.getString(TIMESTAMP_STR) + "," + resultSet.getString(min_value(d0s0))
                  + "," + resultSet.getString(min_value(d0s1)) + "," + resultSet
                  .getString(min_value(d0s2))
                  + "," + resultSet.getString(min_value(d0s3)) + "," + resultSet
                  .getString(min_value(d0s4));
          //System.out.println("============ " + ans);
          Assert.assertEquals(ans, retArray[cnt]);
          cnt++;
        }
        Assert.assertEquals(1, cnt);
      }
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void maxValueAggreWithSingleFilterTest() throws ClassNotFoundException, SQLException {
    String[] retArray = new String[]{
        "0,99,40000,122.0,fffff,true"
    };

    Class.forName(Config.JDBC_DRIVER_NAME);
    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      boolean hasResultSet = statement.execute("select max_value(s0),max_value(s1),max_value(s2),"
          + "max_value(s3),max_value(s4) from root.vehicle.d0 " +
          "where s1 < 50000 and s1 != 100");

      if (hasResultSet) {
        ResultSet resultSet = statement.getResultSet();
        int cnt = 0;
        while (resultSet.next()) {
          String ans =
              resultSet.getString(TIMESTAMP_STR) + "," + resultSet.getString(max_value(d0s0))
                  + "," + resultSet.getString(max_value(d0s1)) + "," + resultSet
                  .getString(max_value(d0s2))
                  + "," + resultSet.getString(max_value(d0s3)) + "," + resultSet
                  .getString(max_value(d0s4));
          //System.out.println("============ " + ans);
          Assert.assertEquals(ans, retArray[cnt]);
          cnt++;
        }
        Assert.assertEquals(1, cnt);
      }
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void avgAggreWithMultiFilterTest() throws ClassNotFoundException, SQLException {
    String[] retArray = new String[]{
        "0,55061.0,733,75,212,28"
    };

    Class.forName(Config.JDBC_DRIVER_NAME);
    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      boolean hasResultSet = statement.execute("select sum(s0),count(s0),avg(s0),avg(s1),"
          + "avg(s2) from root.vehicle.d0 " +
          "where s1 >= 0 or s2 < 10");
      Assert.assertTrue(hasResultSet);
      ResultSet resultSet = statement.getResultSet();
      int cnt = 0;
      while (resultSet.next()) {
        String ans =
            resultSet.getString(TIMESTAMP_STR) + "," + resultSet.getString(sum(d0s0)) + "," +
                resultSet.getString(count(d0s0)) + "," + Math.round(resultSet.getDouble(avg(d0s0)))
                + "," +
                Math.round(resultSet.getDouble(avg(d0s1))) + "," + Math
                .round(resultSet.getDouble(avg(d0s2)));
        //System.out.println("!!!!!============ " + ans);
        Assert.assertEquals(retArray[cnt], ans);
        cnt++;
      }
      Assert.assertEquals(1, cnt);
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void sumAggreWithMultiFilterTest() throws ClassNotFoundException, SQLException {
    String[] retArray = new String[]{
        "0,55061.0,156752.0,20262"
    };

    Class.forName(Config.JDBC_DRIVER_NAME);
    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      boolean hasResultSet = statement.execute("select sum(s0),sum(s1),sum(s2) from root.vehicle.d0"
          + " where s1 >= 0 or s2 < 10");
      Assert.assertTrue(hasResultSet);
      ResultSet resultSet = statement.getResultSet();
      int cnt = 0;
      while (resultSet.next()) {
        String ans = resultSet.getString(TIMESTAMP_STR) + "," + resultSet.getString(sum(d0s0))
            + "," + resultSet.getString(sum(d0s1)) + "," + Math
            .round(resultSet.getDouble(sum(d0s2)));
        //String ans = resultSet.getString(sum(d0s3));
        //System.out.println("!!!!!============ " + ans);
        Assert.assertEquals(retArray[cnt], ans);
        cnt++;
      }
      Assert.assertEquals(1, cnt);
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void firstAggreWithMultiFilterTest() throws ClassNotFoundException, SQLException {
    String[] retArray = new String[]{
        "0,90,1101,2.22,ddddd,true"
    };

    Class.forName(Config.JDBC_DRIVER_NAME);
    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      boolean hasResultSet = statement
          .execute("select first_value(s0),first_value(s1),first_value(s2),first_value(s3),"
              + "first_value(s4) from root.vehicle.d0 where s1 >= 0 or s2 < 10");
      Assert.assertTrue(hasResultSet);
      ResultSet resultSet = statement.getResultSet();
      int cnt = 0;
      while (resultSet.next()) {
        String ans =
            resultSet.getString(TIMESTAMP_STR) + "," + resultSet.getString(first_value(d0s0))
                + "," + resultSet.getString(first_value(d0s1)) + "," + resultSet
                .getString(first_value(d0s2))
                + "," + resultSet.getString(first_value(d0s3)) + "," + resultSet
                .getString(first_value(d0s4));
        //String ans = resultSet.getString(first_value(d0s3));
        //System.out.println("!!!!!============ " + ans);
        Assert.assertEquals(retArray[cnt], ans);
        cnt++;
      }
      Assert.assertEquals(1, cnt);
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void countAggreWithMultiFilterTest() throws ClassNotFoundException, SQLException {
    String[] retArray = new String[]{
        "0,733,740,736,482,1"
    };

    Class.forName(Config.JDBC_DRIVER_NAME);
    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      boolean hasResultSet = statement.execute("select count(s0),count(s1),count(s2),count(s3),"
          + "count(s4) from root.vehicle.d0 where s1 >= 0 or s2 < 10");
      Assert.assertTrue(hasResultSet);
      ResultSet resultSet = statement.getResultSet();
      int cnt = 0;
      while (resultSet.next()) {
        String ans = resultSet.getString(TIMESTAMP_STR) + "," + resultSet.getString(count(d0s0))
            + "," + resultSet.getString(count(d0s1)) + "," + resultSet.getString(count(d0s2))
            + "," + resultSet.getString(count(d0s3)) + "," + resultSet.getString(count(d0s4));
        //String ans = resultSet.getString(count(d0s3));
        //System.out.println("!!!!!============ " + ans);
        Assert.assertEquals(retArray[cnt], ans);
        cnt++;
      }
      Assert.assertEquals(1, cnt);
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void minTimeAggreWithMultiFilterTest() throws ClassNotFoundException, SQLException {
    String[] retArray = new String[]{
        "0,104,1,2,101,100"
    };

    Class.forName(Config.JDBC_DRIVER_NAME);
    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      boolean hasResultSet = statement.execute("select min_time(s0),min_time(s1),min_time(s2),"
          + "min_time(s3),min_time(s4) from root.vehicle.d0 where s1 >= 0");
      Assert.assertTrue(hasResultSet);
      ResultSet resultSet = statement.getResultSet();
      int cnt = 0;
      while (resultSet.next()) {
        String ans = resultSet.getString(TIMESTAMP_STR) + "," +
            resultSet.getString(min_time(d0s0)) + "," +
            resultSet.getString(min_time(d0s1)) + "," +
            resultSet.getString(min_time(d0s2)) + "," +
            resultSet.getString(min_time(d0s3)) + "," +
            resultSet.getString(min_time(d0s4));
        // System.out.println("============ " + ans);
        Assert.assertEquals(ans, retArray[cnt]);
        cnt++;
      }
      Assert.assertEquals(1, cnt);
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void maxTimeAggreWithMultiFilterTest() throws ClassNotFoundException, SQLException {
    String[] retArray = new String[]{
        "0,3999,3999,3999,3599,100"
    };

    Class.forName(Config.JDBC_DRIVER_NAME);
    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      boolean hasResultSet = statement.execute("select max_time(s0),max_time(s1),max_time(s2),"
          + "max_time(s3),max_time(s4) from root.vehicle.d0 " +
          "where s1 < 50000 and s1 != 100");
      Assert.assertTrue(hasResultSet);
      ResultSet resultSet = statement.getResultSet();
      int cnt = 0;
      while (resultSet.next()) {
        String ans = resultSet.getString(TIMESTAMP_STR) + "," + resultSet.getString(max_time(d0s0))
            + "," + resultSet.getString(max_time(d0s1)) + "," + resultSet.getString(max_time(d0s2))
            + "," + resultSet.getString(max_time(d0s3)) + "," + resultSet.getString(max_time(d0s4));
        //System.out.println("============ " + ans);
        Assert.assertEquals(ans, retArray[cnt]);
        cnt++;
      }
      Assert.assertEquals(1, cnt);
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void minValueAggreWithMultiFilterTest() throws ClassNotFoundException, SQLException {
    String[] retArray = new String[]{
        "0,0,0,0.0,B,true"
    };

    Class.forName(Config.JDBC_DRIVER_NAME);
    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      boolean hasResultSet = statement.execute("select min_value(s0),min_value(s1),min_value(s2),"
          + "min_value(s3),min_value(s4) from root.vehicle.d0 " +
          "where s1 < 50000 and s1 != 100");
      Assert.assertTrue(hasResultSet);
      ResultSet resultSet = statement.getResultSet();
      int cnt = 0;
      while (resultSet.next()) {
        String ans = resultSet.getString(TIMESTAMP_STR) + "," + resultSet.getString(min_value(d0s0))
            + "," + resultSet.getString(min_value(d0s1)) + "," + resultSet
            .getString(min_value(d0s2))
            + "," + resultSet.getString(min_value(d0s3)) + "," + resultSet
            .getString(min_value(d0s4));
        //System.out.println("============ " + ans);
        Assert.assertEquals(ans, retArray[cnt]);
        cnt++;
      }
      Assert.assertEquals(1, cnt);
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private void maxValueAggreWithMultiFilterTest() throws ClassNotFoundException, SQLException {
    String[] retArray = new String[]{
        "0,99,40000,122.0,fffff,true"
    };

    Class.forName(Config.JDBC_DRIVER_NAME);
    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      boolean hasResultSet = statement.execute("select max_value(s0),max_value(s1),max_value(s2),"
          + "max_value(s3),max_value(s4) from root.vehicle.d0 where s1 < 50000 and s1 != 100");
      Assert.assertTrue(hasResultSet);
      ResultSet resultSet = statement.getResultSet();
      int cnt = 0;
      while (resultSet.next()) {
        String ans = resultSet.getString(TIMESTAMP_STR) + "," + resultSet.getString(max_value(d0s0))
            + "," + resultSet.getString(max_value(d0s1)) + "," + resultSet
            .getString(max_value(d0s2))
            + "," + resultSet.getString(max_value(d0s3)) + "," + resultSet
            .getString(max_value(d0s4));
        Assert.assertEquals(ans, retArray[cnt]);
        cnt++;
      }
      Assert.assertEquals(1, cnt);
    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }

  private static String[] stringValue = new String[]{"A", "B", "C", "D", "E"};

  public static void insertSQL() throws ClassNotFoundException, SQLException {
    Class.forName(Config.JDBC_DRIVER_NAME);
    double d0s0sum = 0.0, d0s1sum = 0.0, d0s2sum = 0.0;
    int cnt = 0;
    try (Connection connection = DriverManager.
        getConnection("jdbc:iotdb://127.0.0.1:6667/", "root", "root");
        Statement statement = connection.createStatement()) {

      for (String sql : createSql) {
        statement.execute(sql);
      }

      // insert large amount of data
      for (int time = 3000; time < 3600; time++) {
        if (time % 5 == 0) {
          continue;
        }

        String sql = String.format("insert into root.vehicle.d0(timestamp,s0) values(%s,%s)",
            time, time % 100);
        statement.execute(sql);
        sql = String.format("insert into root.vehicle.d0(timestamp,s1) values(%s,%s)",
            time, time % 17);
        statement.execute(sql);
        sql = String.format("insert into root.vehicle.d0(timestamp,s2) values(%s,%s)",
            time, time % 22);
        statement.execute(sql);
        sql = String.format("insert into root.vehicle.d0(timestamp,s3) values(%s,'%s')",
            time, stringValue[time % 5]);
        statement.execute(sql);
        cnt++;
        d0s0sum += time % 100;
        d0s1sum += time % 17;
        d0s2sum += time % 22;
      }

      statement.execute("flush");

      // insert large amount of data
      for (int time = 3700; time < 4000; time++) {
        if (time % 6 == 0) {
          continue;
        }

        String sql = String.format("insert into root.vehicle.d0(timestamp,s0) values(%s,%s)",
            time, time % 70);
        statement.execute(sql);
        sql = String.format("insert into root.vehicle.d0(timestamp,s1) values(%s,%s)",
            time, time % 40);
        statement.execute(sql);
        sql = String.format("insert into root.vehicle.d0(timestamp,s2) values(%s,%s)",
            time, time % 123);
        statement.execute(sql);

        cnt++;
        d0s0sum += time % 70;
        d0s1sum += time % 40;
        d0s2sum += time % 123;
      }

      statement.execute("merge");
      for (String sql : insertSql) {
        statement.execute(sql);
      }

    } catch (Exception e) {
      e.printStackTrace();
      fail(e.getMessage());
    }
  }
}
