• 使用java连接hive,并执行hive语句详解


    安装hadoop 和 hive我就不多说了,网上太多文章 自己看去

    首先,在机器上打开hiveservice

    hive --service hiveserver -p 50000 &


    打开50000端口,然后java就可以使用java连了,需要的jar包我发个图片

    就这多jar包,必须的


    不多说,直接上代码

    package asia.wildfire.hive.service;
    
    import java.sql.*;
    import java.sql.Date;
    import java.text.SimpleDateFormat;
    import java.util.*;
    
    /**
     * User: liuxiaochen
     * Date: 13-9-24
     * Time: 下午5:47
     * 修改描述
     */
    public class HiveService {
        private static final String URLHIVE = "jdbc:hive://ip:50000/default";
        private static Connection connection = null;
    
        public static Connection getHiveConnection() {
            if (null == connection) {
                synchronized (HiveService.class) {
                    if (null == connection) {
                        try {
                            Class.forName("org.apache.hadoop.hive.jdbc.HiveDriver");
                            connection = DriverManager.getConnection(URLHIVE, "", "");
                        } catch (SQLException e) {
                            e.printStackTrace();
                        } catch (ClassNotFoundException e) {
                            e.printStackTrace();
                        }
                    }
                }
            }
            return connection;
        }
    
        public static void createTable() throws SQLException {
            String tweetTableSql = "DROP TABLE IF EXISTS hive_crm_tweet2222";
            String createTable1 = "CREATE EXTERNAL TABLE hive_crm_tweet2222(tweet_id string, cuser_id string, created_at bigint, year bigint, month bigint, day bigint, hour bigint, text string, comments_count bigint, reposts_count bigint, source string, retweeted_id string, post_type string, sentiment string, positive_tags_string string, predict_tags_string string, tags_string string) STORED BY 'org.apache.hadoop.hive.dynamodb.DynamoDBStorageHandler' TBLPROPERTIES ("dynamodb.table.name" = "crm_tweet","dynamodb.column.mapping" = "tweet_id:tweet_id,cuser_id:cuser_id,created_at:created_at,year:year,month:month,day:day,hour:hour,text:text,comments_count:comments_count,reposts_count:reposts_count,source:source,retweeted_id:retweeted_id,post_type:post_type,sentiment:sentiment,positive_tags_string:positive_tags_string,predict_tags_string:predict_tags_string,tags_string:tags_string")";
            String commentTableSql = "DROP TABLE IF EXISTS hive_tweet_comment2222";
            String createTable2 = "CREATE EXTERNAL TABLE hive_tweet_comment2222(tweet_id string,comment_id string, cuser_id string, user_id string, created_at bigint, year bigint, month bigint, day bigint, hour bigint, text string, comments_count bigint, reposts_count bigint, source string, topic_id string, post_type string, sentiment string) STORED BY 'org.apache.hadoop.hive.dynamodb.DynamoDBStorageHandler' TBLPROPERTIES ("dynamodb.table.name" = "crm_tweet_comment","dynamodb.column.mapping" = "tweet_id:tweet_id,comment_id:comment_id,cuser_id:cuser_id,user_id:user_id,created_at:created_at,year:year,month:month,day:day,hour:hour,text:text,comments_count:comments_count,reposts_count:reposts_count,source:source,topic_id:tweet_id,post_type:post_type,sentiment:sentiment")";
            String retweetTableSql = "DROP TABLE IF EXISTS hive_tweet_retweet2222";
            String createTable3 = "CREATE EXTERNAL TABLE hive_tweet_retweet2222(tweet_id string, cuser_id string, user_id string, retweet_id string, created_at BIGINT, year BIGINT, month BIGINT, day BIGINT, hour BIGINT, text string, comments_count BIGINT, reposts_count BIGINT, source string, topic_id string, verified_type BIGINT, post_type string, sentiment string) STORED BY 'org.apache.hadoop.hive.dynamodb.DynamoDBStorageHandler' TBLPROPERTIES ("dynamodb.table.name" = "crm_tweet_retweet","dynamodb.column.mapping" = "tweet_id:tweet_id,cuser_id:cuser_id,user_id:user_id,retweet_id:retweet_id,created_at:created_at,year:year,month:month,day:day,hour:hour,text:text,comments_count:comments_count,reposts_count:reposts_count,source:source,topic_id:tweet_id,verified_type:verified_type,post_type:post_type,sentiment:sentiment")";
    
            Statement stmt = getHiveConnection().createStatement();
            stmt.executeQuery(tweetTableSql);
            stmt.executeQuery(createTable1);
            stmt.executeQuery(commentTableSql);
            stmt.executeQuery(createTable2);
            stmt.executeQuery(retweetTableSql);
            stmt.executeQuery(createTable3);
        }
    
        public static void selectTweet() throws SQLException {
            long aaa = System.currentTimeMillis();
            long start = DateUtils.getNDaysAgo(DateUtils.getMidNight(), 15).getTime().getTime();
            long end = DateUtils.getNDaysAgo(DateUtils.getMidNight(), 13).getTime().getTime();
            String sql = "select cuser_id, count(*) as tw_hour, year, month, day from hive_crm_tweet2222 where created_at > ? and created_at < ? and cuser_id = ? group by cuser_id, year, month, day, hour";
            PreparedStatement pstm = getHiveConnection().prepareStatement(sql);
            pstm.setLong(1, start);
            pstm.setLong(2, end);
            pstm.setString(3, "2176270443");
            ResultSet rss = pstm.executeQuery();
            while (rss.next()) {
                System.out.println("1: " + rss.getString("cuser_id") + "   2: " + rss.getInt("tw_hour") + "   3: " + rss.getInt("year") + "   4: " + rss.getInt("month") + "   5: " + rss.getInt("day"));
            }
    
            System.out.println(System.currentTimeMillis() - aaa);
    
        }
    
        public static void selectTweet22() throws SQLException {
            long aaa = System.currentTimeMillis();
            long start = DateUtils.getNDaysAgo(DateUtils.getMidNight(), 15).getTime().getTime();
            long end = DateUtils.getNDaysAgo(DateUtils.getMidNight(), 13).getTime().getTime();
            String sql = "select cuser_id, created_at, tweet_id from hive_crm_tweet2222 where created_at > ? and created_at < ? and cuser_id = ?";
            PreparedStatement pstm = getHiveConnection().prepareStatement(sql);
            pstm.setLong(1, start);
            pstm.setLong(2, end);
            pstm.setString(3, "2176270443");
            ResultSet rss = pstm.executeQuery();
            SimpleDateFormat dateFormat = new SimpleDateFormat("yyyy-MM-dd HH");
            while (rss.next()) {
                long cc = Long.valueOf(String.valueOf(rss.getInt("created_at")) + "000");
                java.util.Date date = new java.util.Date(cc);
                System.out.println(dateFormat.format(date));
                System.out.println(rss.getString("cuser_id") + " " + rss.getString("tweet_id"));
            }
    
            System.out.println(System.currentTimeMillis() - aaa);
    
        }
    
        public static void main(String[] args) throws ClassNotFoundException, SQLException {
    //        Class.forName("org.apache.hadoop.hive.jdbc.HiveDriver");
    //        String querySQL = "SELECT a.* FROM test_time a";
    //
    //        Connection con = DriverManager.getConnection(URLHIVE, "", "");
    //        Statement stmt = con.createStatement();
    //        ResultSet res = stmt.executeQuery(querySQL);   // 执行查询语句
    //
    //        while (res.next()) {
    //            System.out.println("Result: key:" + res.getString(1) + "  –>  value:" + res.getString(2));
    //        }
            selectTweet22();
    
    //        SimpleDateFormat dateFormat = new SimpleDateFormat("yyyy-MM-dd HH");
    //        System.out.println(dateFormat.format(new java.util.Date()));
        }
    }
    

    代码如上,就这么多,当然复杂的逻辑,还需要你自己处理,谢谢

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  • 原文地址:https://www.cnblogs.com/suncoolcat/p/3339416.html
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