1)本地目錄/home/hadoop/test下的test4.txt文件內容(每行數據之間用tab鍵隔開)如下所示:
[hadoop@master test]$ sudo vim test4.txt 1 dajiangtai 2 hadoop 3 hive 4 hbase 5 spark
2)啟動hiveserver2
[hadoop@master test]$ cd ${HIVE_HOME}/bin [hadoop@master bin]$ ll total 32 -rwxr-xr-x 1 hadoop hadoop 881 Jan 30 2015 beeline drwxr-xr-x 3 hadoop hadoop 4096 May 14 23:28 ext -rwxr-xr-x 1 hadoop hadoop 7311 Jan 30 2015 hive -rwxr-xr-x 1 hadoop hadoop 1900 Jan 30 2015 hive-config.sh -rwxr-xr-x 1 hadoop hadoop 885 Jan 30 2015 hiveserver2 -rwxr-xr-x 1 hadoop hadoop 832 Jan 30 2015 metatool -rwxr-xr-x 1 hadoop hadoop 884 Jan 30 2015 schematool [hadoop@master bin]$ ./hiveserver2 SLF4J: Class path contains multiple SLF4J bindings. SLF4J: Found binding in [jar:file:/opt/modules/hadoop-2.6.0/share/hadoop/common/lib/slf4j-log4j12-1.7.5.jar!/org/slf4j/impl/StaticLoggerBinder.class] SLF4J: Found binding in [jar:file:/opt/modules/hive1.0.0/lib/hive-jdbc-1.0.0-standalone.jar!/org/slf4j/impl/StaticLoggerBinder.class] SLF4J: See http://www.slf4j.org/codes.html#multiple_bindings for an explanation. SLF4J: Actual binding is of type [org.slf4j.impl.Log4jLoggerFactory]
3) 程序代碼
import java.sql.Connection; import java.sql.DriverManager; import java.sql.ResultSet; import java.sql.SQLException; import java.sql.Statement; public class Hive { private static String driverName = "org.apache.hive.jdbc.HiveDriver";//hive驅動名稱
private static String url = "jdbc:hive2://master:10000/default";//連接hive2服務的連接地址，Hive0.11.0以上版本提供了一個全新的服務：HiveServer2
private static String user = "hadoop";//對HDFS有操作權限的用戶
private static String password = "";//在非安全模式下，指定一個用戶運行查詢，忽略密碼
private static String sql = ""; private static ResultSet res; public static void main(String[] args) { try { Class.forName(driverName);//加載HiveServer2驅動程序
Connection conn = DriverManager.getConnection(url, user, password);//根據URL連接指定的數據庫
Statement stmt = conn.createStatement(); //創建的表名
String tableName = "testHiveDriverTable"; /** 第一步:表存在就先刪除 **/ sql = "drop table " + tableName; stmt.execute(sql); /** 第二步:表不存在就創建 **/ sql = "create table " + tableName + " (key int, value string) row format delimited fields terminated by '\t' STORED AS TEXTFILE"; stmt.execute(sql); // 執行“show tables”操作
sql = "show tables '" + tableName + "'"; res = stmt.executeQuery(sql); if (res.next()) { System.out.println(res.getString(1)); } // 執行“describe table”操作
sql = "describe " + tableName; res = stmt.executeQuery(sql); while (res.next()) { System.out.println(res.getString(1) + "\t" + res.getString(2)); } // 執行“load data into table”操作
String filepath = "/home/hadoop/test/test4.txt";//hive服務所在節點的本地文件路徑
sql = "load data local inpath '" + filepath + "' into table " + tableName; stmt.execute(sql); // 執行“select * query”操作
sql = "select * from " + tableName; res = stmt.executeQuery(sql); while (res.next()) { System.out.println(res.getInt(1) + "\t" + res.getString(2)); } // 執行“regular hive query”操作，此查詢會轉換為MapReduce程序來處理
sql = "select count(*) from " + tableName; res = stmt.executeQuery(sql); while (res.next()) { System.out.println(res.getString(1)); } conn.close(); conn = null; } catch (ClassNotFoundException e) { e.printStackTrace(); System.exit(1); } catch (SQLException e) { e.printStackTrace(); System.exit(1); } } }
4) 運行結果(右擊-->Run as-->Run on Hadoop)
此時直接運行會報錯，解決方案請見下一篇博文：HiveSQLException: Error while compiling statement: No privilege 'Create' found for outputs { database:default }。
運行日志如下：
2018-05-24 09:25:52,416 INFO [org.apache.hive.jdbc.Utils] - Supplied authorities: master:10000
2018-05-24 09:25:52,418 INFO [org.apache.hive.jdbc.Utils] - Resolved authority: master:10000
2018-05-24 09:25:52,508 INFO [org.apache.hive.jdbc.HiveConnection] - Will try to open client transport with JDBC Uri: jdbc:hive2://master:10000/default
2018-05-24 09:25:52,509 DEBUG [org.apache.thrift.transport.TSaslTransport] - opening transport org.apache.thrift.transport.TSaslClientTransport@3834d63f 2018-05-24 09:25:52,529 DEBUG [org.apache.thrift.transport.TSaslClientTransport] - Sending mechanism name PLAIN and initial response of length 17
2018-05-24 09:25:52,533 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: Writing message with status START and payload length 5
2018-05-24 09:25:52,534 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: Writing message with status COMPLETE and payload length 17
2018-05-24 09:25:52,534 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: Start message handled 2018-05-24 09:25:52,534 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: Main negotiation loop complete 2018-05-24 09:25:52,534 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: SASL Client receiving last message 2018-05-24 09:25:52,536 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: Received message with status COMPLETE and payload length 0
2018-05-24 09:25:52,552 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 71
2018-05-24 09:25:52,749 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 109
2018-05-24 09:25:52,768 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 137
2018-05-24 09:25:52,795 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 109
2018-05-24 09:25:52,805 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:25:52,830 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:25:52,837 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 96
2018-05-24 09:25:52,840 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 42
2018-05-24 09:25:52,841 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 229
2018-05-24 09:25:52,914 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 109
2018-05-24 09:25:52,914 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:25:53,270 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:25:53,270 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 96
2018-05-24 09:25:53,271 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 42
2018-05-24 09:25:53,272 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 140
2018-05-24 09:25:53,328 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 109
2018-05-24 09:25:53,328 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:25:53,369 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:25:53,376 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 102
2018-05-24 09:25:53,429 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 131
2018-05-24 09:25:53,451 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 112
2018-05-24 09:25:53,536 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 119
2018-05-24 09:25:53,551 DEBUG [org.apache.hive.jdbc.HiveQueryResultSet] - Fetched row string: testhivedrivertable 2018-05-24 09:25:53,551 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 96
2018-05-24 09:25:53,554 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 42
2018-05-24 09:25:53,554 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 135
2018-05-24 09:25:53,674 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 109
2018-05-24 09:25:53,674 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:25:53,740 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:25:53,740 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 102
2018-05-24 09:25:53,741 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 273
2018-05-24 09:25:53,741 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 112
2018-05-24 09:25:53,745 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 179
2018-05-24 09:25:53,746 DEBUG [org.apache.hive.jdbc.HiveQueryResultSet] - Fetched row string: key int
2018-05-24 09:25:53,746 DEBUG [org.apache.hive.jdbc.HiveQueryResultSet] - Fetched row string: value string
2018-05-24 09:25:53,746 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 112
2018-05-24 09:25:53,747 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 138
2018-05-24 09:25:53,747 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 96
2018-05-24 09:25:53,751 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 42
2018-05-24 09:25:53,751 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 190
2018-05-24 09:25:53,833 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 109
2018-05-24 09:25:53,833 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:25:54,721 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:25:54,721 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 96
2018-05-24 09:25:54,722 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 42
2018-05-24 09:25:54,723 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 140
2018-05-24 09:25:55,219 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 109
2018-05-24 09:25:55,219 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:25:55,221 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:25:55,222 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 102
2018-05-24 09:25:55,223 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 186
2018-05-24 09:25:55,224 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 112
2018-05-24 09:25:55,324 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 187
2018-05-24 09:25:55,329 DEBUG [org.apache.hive.jdbc.HiveQueryResultSet] - Fetched row string: 1 dajiangtai 2018-05-24 09:25:55,329 DEBUG [org.apache.hive.jdbc.HiveQueryResultSet] - Fetched row string: 2 hadoop 2018-05-24 09:25:55,329 DEBUG [org.apache.hive.jdbc.HiveQueryResultSet] - Fetched row string: 3 hive 2018-05-24 09:25:55,330 DEBUG [org.apache.hive.jdbc.HiveQueryResultSet] - Fetched row string: 4 hbase 2018-05-24 09:25:55,330 DEBUG [org.apache.hive.jdbc.HiveQueryResultSet] - Fetched row string: 5 spark 2018-05-24 09:25:55,330 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 112
2018-05-24 09:25:55,330 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 117
2018-05-24 09:25:55,331 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 96
2018-05-24 09:25:55,346 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 42
2018-05-24 09:25:55,346 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 147
2018-05-24 09:25:55,603 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 109
2018-05-24 09:25:55,603 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:26:00,604 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:26:00,604 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:26:05,605 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:26:05,605 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:26:10,607 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:26:10,607 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:26:15,609 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:26:15,609 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:26:20,611 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:26:20,611 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:26:25,613 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:26:25,613 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:26:30,614 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:26:30,614 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 100
2018-05-24 09:26:33,020 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 53
2018-05-24 09:26:33,020 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 102
2018-05-24 09:26:33,021 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 102
2018-05-24 09:26:33,021 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 112
2018-05-24 09:26:33,043 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 104
2018-05-24 09:26:33,052 DEBUG [org.apache.hive.jdbc.HiveQueryResultSet] - Fetched row string: 5
2018-05-24 09:26:33,052 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 112
2018-05-24 09:26:33,053 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 96
2018-05-24 09:26:33,057 DEBUG [org.apache.thrift.transport.TSaslTransport] - writing data length: 83
2018-05-24 09:26:33,103 DEBUG [org.apache.thrift.transport.TSaslTransport] - CLIENT: reading data length: 40
執行“show tables”運行結果:
testhivedrivertable
執行“describe table”運行結果:
key int value string
執行“select * query”運行結果:
1 dajiangtai 2 hadoop 3 hive 4 hbase 5 spark
或者從集群上查看運行結果。
hive> show tables; OK copy_student1 copy_student2 copy_student3 copy_student4 employee group_gender_agg group_gender_sum group_test index_test index_tmp partition_test student1 student2 test test_view testhivedrivertable user Time taken: 0.153 seconds, Fetched: 17 row(s) hive> desc testhivedrivertable; OK key int value string Time taken: 0.184 seconds, Fetched: 2 row(s) hive> select * from testhivedrivertable; OK 1 dajiangtai 2 hadoop 3 hive 4 hbase 5 spark Time taken: 0.346 seconds, Fetched: 5 row(s)
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