Hive 9Hive 在表中添加正则匹配

Posted 2022-10-16 tesla-turing

在Hive中还有一项比较好用的功能，也是非常重要的功能：在建表的时候可以不指定表的行、字段、列的分隔方式，通过给表指定一段正则表达式，让Hive自动去匹配；

1、创建表

CREATE TABLE apachelog (
  dates STRING,
  times STRING,
  types STRING,
  info STRING)
ROW FORMAT SERDE ‘org.apache.hadoop.hive.serde2.RegexSerDe‘
WITH SERDEPROPERTIES (
  "input.regex" = "(^[0-9|-]0,) ([^ ]*) (INFO|ERROR) ([^*]*)$"
)
STORED AS TEXTFILE;

　　2、日志文件内容

$ vi /opt/apachelog
# 下面是一段hadoop的日志内容
2016-01-23 14:22:04,407 INFO org.apache.hadoop.http.HttpServer2: Jetty bound to port 8480
2016-01-23 14:22:04,407 INFO org.mortbay.log: jetty-6.1.26
2016-01-23 14:22:05,065 INFO org.mortbay.log: Started HttpServer2$SelectChannelConnectorWithSafeStartup@0.0.0.0:8480
2016-01-23 14:22:05,357 INFO org.apache.hadoop.ipc.CallQueueManager: Using callQueue class java.util.concurrent.LinkedBlockingQueue
2016-01-23 14:22:05,428 INFO org.apache.hadoop.ipc.Server: Starting Socket Reader #1 for port 8485
2016-01-23 14:22:05,470 INFO org.apache.hadoop.ipc.Server: IPC Server Responder: starting
2016-01-23 14:22:05,472 INFO org.apache.hadoop.ipc.Server: IPC Server listener on 8485: starting
2016-01-23 16:00:15,525 ERROR org.apache.hadoop.hdfs.qjournal.server.JournalNode: RECEIVED SIGNAL 15: SIGTERM
2016-01-23 16:00:15,531 INFO org.apache.hadoop.hdfs.qjournal.server.JournalNode: SHUTDOWN_MSG:

　　3、导入本地数据

hive> load data local inpath ‘/opt/apachelog‘ overwrite into table apachelog;

　　4、查看结果

hive> select * from apachelog;
OK
2016-01-23    14:22:04,407    INFO    org.apache.hadoop.http.HttpServer2: Jetty bound to port 8480
2016-01-23    14:22:04,407    INFO    org.mortbay.log: jetty-6.1.26
2016-01-23    14:22:05,065    INFO    org.mortbay.log: Started HttpServer2$SelectChannelConnectorWithSafeStartup@0.0.0.0:8480
2016-01-23    14:22:05,357    INFO    org.apache.hadoop.ipc.CallQueueManager: Using callQueue class java.util.concurrent.LinkedBlockingQueue
2016-01-23    14:22:05,428    INFO    org.apache.hadoop.ipc.Server: Starting Socket Reader #1 for port 8485
2016-01-23    14:22:05,470    INFO    org.apache.hadoop.ipc.Server: IPC Server Responder: starting
2016-01-23    14:22:05,472    INFO    org.apache.hadoop.ipc.Server: IPC Server listener on 8485: starting
2016-01-23    16:00:15,525    ERROR    org.apache.hadoop.hdfs.qjournal.server.JournalNode: RECEIVED SIGNAL 15: SIGTERM
2016-01-23    16:00:15,531    INFO    org.apache.hadoop.hdfs.qjournal.server.JournalNode: SHUTDOWN_MSG: 
Time taken: 0.518 seconds, Fetched: 9 row(s)