【Hadoop】hive2.1在hadoop2.7.3中的可执行java代码
首先是可执行java代码
package lekko.hive;
import java.sql.Connection;
import java.sql.DriverManager;
import java.sql.ResultSet;
import java.sql.SQLException;
import java.sql.Statement;
import org.apache.log4j.Logger;
public class HiveDemo {
//老版本org.apache.hadoop.hive.jdbc.HiveDriver ,新版本.org.apache.hive.jdbc.HiveDriver,
private static String driverName = "org.apache.hive.jdbc.HiveDriver";
//这里是hive2的配置
private static String url = "jdbc:hive2://master:10000/default";
private static String user = "usr";
private static String password = "password";
private static String sql = "select * from studentinfo";
private static ResultSet res;
private static final Logger log = Logger.getLogger(HiveDemo.class);
public static void main(String[] args) throws Exception {
/* 用来测试链接
Class.forName(driverName);
Connection conn = DriverManager.getConnection(url, user, password);
// org.apache.hive.jdbc.HiveConnection@ebe538
System.out.println( conn );*/
Class.forName(driverName);
Connection conn = DriverManager.getConnection(url, user, password);
System.out.println("connect established");
Statement stmt = null;
try {
conn = getConn();
stmt = conn.createStatement();
/* // 第一步:存在就先删除
String tableName = dropTable(stmt);
// 第二步:不存在就创建
createTable(stmt, tableName);*/
/* // 第三步:查看创建的表
System.out.println("showTables start ...");
showTables(stmt, tableName);
System.out.println("showTables end ...");
// 执行describe table操作
System.out.println("describe table start ...");
describeTables(stmt, tableName);
System.out.println("describe table end ...");*/
/* // 执行load data into table操作
System.out.println("load data into table start ...");
loadData(stmt, tableName);
System.out.println("load data into table end ...");*/
String tableName = "studentinfo";
// 执行 select * query 操作
System.out.println("select * query start ...");
selectData(stmt, tableName);
System.out.println("select * query end ...");
String tableCopyName = "studentinfocopy";
// 第一步:存在就先删除
System.out.println("dropTable start ...");
dropTable(stmt,tableCopyName);
System.out.println("dropTable end ...");
// 第二步:不存在就创建
/* System.out.println("createTable start ...");
createTable(stmt, tableCopyName);
System.out.println("createTable end ...");*/
String localDir="/home/hive/tmp/loadData";
loadDataFromTablesToLocalFile(stmt,localDir,"select * from studentinfo");
// 执行 insert into 操作
/* System.out.println("insert into start ...");
insertIntoData(stmt,tableCopyName,"select * from studentinfo", 1);
System.out.println("insert into end ...");*/
// 执行 regular hive query 统计操作
System.out.println("regular hive query start ...");
countData(stmt, tableName);
System.out.println("regular hive query end ...");
} catch (ClassNotFoundException e) {
e.printStackTrace();
log.error(driverName + " not found!", e);
System.exit(1);
} catch (SQLException e) {
e.printStackTrace();
log.error("Connection error!", e);
System.exit(1);
} finally {
try {
if (stmt != null) {
stmt.close();
stmt = null;
}
if (conn != null) {
conn.close();
conn = null;
}
} catch (SQLException e) {
e.printStackTrace();
}
}
}
private static void countData(Statement stmt, String tableName)
throws SQLException {
sql = "select count(1) from " + tableName;
System.out.println("Running:" + sql);
res = stmt.executeQuery(sql);
System.out.println("执行“regular hive query”运行结果:");
while (res.next()) {
System.out.println("count ------>" + res.getString(1));
}
}
/**
* select query
*
* @param stmt
* @param tableName
* @throws SQLException
*/
private static void selectData(Statement stmt, String tableName)
throws SQLException {
sql = "select * from " + tableName;
System.out.println("Running:" + sql);
res = stmt.executeQuery(sql);
System.out.println("执行 select * query 运行结果:");
while (res.next()) {
System.out.println(res.getInt(1) + "\t" + res.getString(2));
}
}
/**
*
* @param stmt
* @param tableName
* @param selectSql insert完后的select语句
* @param insertIntoType 1为insert into 其他为insert overwrite
* @throws SQLException
*/
private static void insertIntoData(Statement stmt, String tableName, String selectSql, int insertIntoType)
throws SQLException {
String insertIntoSql="";
if (insertIntoType == 1) {
insertIntoSql = "insert into table " + tableName+" ";
} else {
insertIntoSql = "insert overwrite table " + tableName+" ";
}
String conbineSql=insertIntoSql+selectSql;
System.out.println("Running:" + conbineSql);
res = stmt.executeQuery(conbineSql);
System.out.println("执行 select * query 运行结果:");
while (res.next()) {
System.out.println(res.getInt(1) + "\t" + res.getString(2));
}
}
/**
* load data from existed file
* @param stmt
* @param localDirectory
* @param selectQuery
* @throws SQLException
*/
private static void loadDataFromTablesToLocalFile(Statement stmt,String localDirectory,String selectQuery)
throws SQLException {
//输出到外面文件夹
sql = "insert overwrite local directory '" +localDirectory+"' row format delimited fields terminated by'\t' " + selectQuery;
System.out.println("Running:" + sql);
stmt.execute(sql);
System.out.println("Running:" + sql +" Completed");
}
/**
* load data from existed file
* @param stmt
* @param tableName
* @throws SQLException
*/
private static void loadData(Statement stmt, String tableName)
throws SQLException {
//目录 ，我的是hive安装的机子的虚拟机的home目录下
String filepath = "user.txt";
sql = "load data local inpath '" + filepath + "' into table "
+ tableName;
System.out.println("Running:" + sql);
stmt.execute(sql);
System.out.println("Running:" + sql +"Completed");
}
/**
* describe table
* @param stmt
* @param tableName
* @throws SQLException
*/
private static void describeTables(Statement stmt, String tableName)
throws SQLException {
sql = "describe " + tableName;
System.out.println("Running:" + sql);
res = stmt.executeQuery(sql);
System.out.println("执行 describe table 运行结果:");
while (res.next()) {
System.out.println(res.getString(1) + "\t" + res.getString(2));
}
}
/**
* show tables
* @param stmt
* @param tableName
* @throws SQLException
*/
private static void showTables(Statement stmt, String tableName)
throws SQLException {
sql = "show tables '" + tableName + "'";
System.out.println("Running:" + sql);
res = stmt.executeQuery(sql);
System.out.println("执行 show tables 运行结果:");
if (res.next()) {
System.out.println(res.getString(1));
}
}
private static void createTable(Statement stmt, String tableName)
throws SQLException {
sql = "create table "
+ tableName
+ " (key int, value string) row format delimited fields terminated by '\t'";
stmt.execute(sql);
}
private static String dropTable(Statement stmt,String tableName) throws SQLException {
// 创建的表名
sql = "drop table " + tableName;
stmt.execute(sql);
System.out.println("Running:" + sql +"Completed");
return tableName;
}
private static Connection getConn() throws ClassNotFoundException,
SQLException {
Class.forName(driverName);
Connection conn = DriverManager.getConnection(url, user, password);
return conn;
}
} 然后是运行后结果
"C:\Program Files\Java\jdk1.8.0_74\bin\java" -Didea.launcher.port=7532 "-Didea.launcher.bin.path=D:\IDEA\IntelliJ IDEA 15.0.2\bin" -Dfile.encoding=UTF-8 -classpath "C:\Program Files\Java\jdk1.8.0_74\jre\lib\charsets.jar;C:\Program Files\Java\jdk1.8.0_74\jre\lib\deploy.jar;C:\Program Files\Java\jdk1.8.0_74\jre\lib\ext\access-bridge-64.jar;C:\Program Files\Java\jdk1.8.0_74\jre\lib\ext\cldrdata.jar;C:\Program Files\Java\jdk1.8.0_74\jre\lib\ext\dnsns.jar;C:\Program Files\Java\jdk1.8.0_74\jre\lib\ext\jaccess.jar;C:\Program Files\Java\jdk1.8.0_74\jre\lib\ext\jfxrt.jar;C:\Program Files\Java\jdk1.8.0_74\jre\lib\ext\localedata.jar;C:\Program Files\Java\jdk1.8.0_74\jre\lib\ext\nashorn.jar;C:\Program Files\Java\jdk1.8.0_74\jre\lib\ext\sunec.jar;C:\Program Files\Java\jdk1.8.0_74\jre\lib\ext\sunjce_provider.jar;C:\Program Files\Java\jdk1.8.0_74\jre\lib\ext\sunmscapi.jar;C:\Program Files\Java\jdk1.8.0_74\jre\lib\ext\sunpkcs11.jar;C:\Program Files\Java\jdk1.8.0_74\jre\lib\ext\zipfs.jar;C:\Program 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Files\Java\jdk1.8.0_74\lib\tools.jar;C:\Users\Administrator\.m2\repository\com\google\guava\guava\11.0.2\guava-11.0.2.jar;C:\Users\Administrator\.m2\repository\commons-cli\commons-cli\1.2\commons-cli-1.2.jar;C:\Users\Administrator\.m2\repository\xmlenc\xmlenc\0.52\xmlenc-0.52.jar;C:\Users\Administrator\.m2\repository\commons-collections\commons-collections\3.2.2\commons-collections-3.2.2.jar;C:\Users\Administrator\.m2\repository\javax\servlet\servlet-api\2.5\servlet-api-2.5.jar;C:\Users\Administrator\.m2\repository\org\mortbay\jetty\jetty\6.1.26\jetty-6.1.26.jar;C:\Users\Administrator\.m2\repository\org\mortbay\jetty\jetty-util\6.1.26\jetty-util-6.1.26.jar;C:\Users\Administrator\.m2\repository\javax\servlet\jsp\jsp-api\2.1\jsp-api-2.1.jar;C:\Users\Administrator\.m2\repository\com\sun\jersey\jersey-core\1.9\jersey-core-1.9.jar;C:\Users\Administrator\.m2\repository\com\sun\jersey\jersey-json\1.9\jersey-json-1.9.jar;C:\Users\Administrator\.m2\repository\org\codehaus\jettison\jettison\1.1\jettison-1.1.jar;C:\Users\Administrator\.m2\repository\com\sun\xml\bind\jaxb-impl\2.2.3-1\jaxb-impl-2.2.3-1.jar;C:\Users\Administrator\.m2\repository\javax\xml\bind\jaxb-api\2.2.2\jaxb-api-2.2.2.jar;C:\Users\Administrator\.m2\repository\javax\xml\stream\stax-api\1.0-2\stax-api-1.0-2.jar;C:\Users\Administrator\.m2\repository\org\codehaus\jackson\jackson-jaxrs\1.8.3\jackson-jaxrs-1.8.3.jar;C:\Users\Administrator\.m2\repository\org\codehaus\jackson\jackson-xc\1.8.3\jackson-xc-1.8.3.jar;C:\Users\Administrator\.m2\repository\com\sun\jersey\jersey-server\1.9\jersey-server-1.9.jar;C:\Users\Administrator\.m2\repository\asm\asm\3.1\asm-3.1.jar;C:\Users\Administrator\.m2\repository\commons-logging\commons-logging\1.1.3\commons-logging-1.1.3.jar;C:\Users\Administrator\.m2\repository\commons-lang\commons-lang\2.6\commons-lang-2.6.jar;C:\Users\Administrator\.m2\repository\commons-configuration\commons-configuration\1.6\commons-configuration-1.6.jar;C:\Users\Administrator\.m2\repository\commons-digester\commons-digester\1.8\commons-digester-1.8.jar;C:\Users\Administrator\.m2\repository\commons-beanutils\commons-beanutils\1.7.0\commons-beanutils-1.7.0.jar;C:\Users\Administrator\.m2\repository\commons-beanutils\commons-beanutils-core\1.8.0\commons-beanutils-core-1.8.0.jar;C:\Users\Administrator\.m2\repository\org\codehaus\jackson\jackson-core-asl\1.9.13\jackson-core-asl-1.9.13.jar;C:\Users\Administrator\.m2\repository\com\google\protobuf\protobuf-java\2.5.0\protobuf-java-2.5.0.jar;C:\Users\Administrator\.m2\repository\com\google\code\gson\gson\2.2.4\gson-2.2.4.jar;C:\Users\Administrator\.m2\repository\org\apache\hadoop\hadoop-auth\2.7.3\hadoop-auth-2.7.3.jar;C:\Users\Administrator\.m2\repository\org\apache\directory\server\apacheds-kerberos-codec\2.0.0-M15\apacheds-kerberos-codec-2.0.0-M15.jar;C:\Users\Administrator\.m2\repository\org\apache\directory\server\apacheds-i18n\2.0.0-M15\apacheds-i18n-2.0.0-M15.jar;C:\Users\Administrator\.m2\repository\org\apache\directory\api\api-asn1-api\1.0.0-M20\api-asn1-api-1.0.0-M20.jar;C:\Users\Administrator\.m2\repository\org\apache\directory\api\api-util\1.0.0-M20\api-util-1.0.0-M20.jar;C:\Users\Administrator\.m2\repository\com\jcraft\jsch\0.1.42\jsch-0.1.42.jar;C:\Users\Administrator\.m2\repository\org\apache\curator\curator-client\2.7.1\curator-client-2.7.1.jar;C:\Users\Administrator\.m2\repository\org\apache\htrace\htrace-core\3.1.0-incubating\htrace-core-3.1.0-incubating.jar;C:\Users\Administrator\.m2\repository\org\apache\commons\commons-compress\1.4.1\commons-compress-1.4.1.jar;C:\Users\Administrator\.m2\repository\org\tukaani\xz\1.0\xz-1.0.jar;D:\IDEA\IntelliJ IDEA 15.0.2\lib\idea_rt.jar" com.intellij.rt.execution.application.AppMain lekko.hive.HiveDemo
SLF4J: Class path contains multiple SLF4J bindings.
SLF4J: Found binding in [jar:file:/C:/Users/Administrator/.m2/repository/org/slf4j/slf4j-log4j12/1.7.16/slf4j-log4j12-1.7.16.jar!/org/slf4j/impl/StaticLoggerBinder.class]
SLF4J: Found binding in [jar:file:/C:/Users/Administrator/.m2/repository/org/apache/logging/log4j/log4j-slf4j-impl/2.4.1/log4j-slf4j-impl-2.4.1.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]
log4j:WARN No appenders could be found for logger (org.apache.hive.jdbc.Utils).
log4j:WARN Please initialize the log4j system properly.
log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info.
connect established
select * query start ...
Running:select * from studentinfo
执行 select * query 运行结果:
0 null
0 null
0 null
0 null
1 a
2 b
3 c
100 d
1 a
2 b
3 c
100 d
select * query end ...
dropTable start ...
Running:drop table studentinfocopyCompleted
dropTable end ...
Running:insert overwrite local directory '/home/hive/tmp/loadData' row format delimited fields terminated by' ' select * from studentinfo
Running:insert overwrite local directory '/home/hive/tmp/loadData' row format delimited fields terminated by' ' select * from studentinfo Completed
regular hive query start ...
Running:select count(1) from studentinfo
执行“regular hive query”运行结果:
count ------>12
regular hive query end ...
Process finished with exit code 0如果只做查询的话，记得将文档数据载入到hive中，这里表名是studentinfo。