hive 版本hive-0.11.0
sqoop 版本 sqoop-1.4.4.bin__hadoop-1.0.0
從hive導到mysql
mysql 表:
mysql> desc cps_activation;
+————+————-+——+—–+———+—————-+
| Field | Type | Null | Key | Default | Extra |
+————+————-+——+—–+———+—————-+
| id | int(11) | NO | PRI | NULL | auto_increment |
| day | date | NO | MUL | NULL | |
| pkgname | varchar(50) | YES | | NULL | |
| cid | varchar(50) | YES | | NULL | |
| pid | varchar(50) | YES | | NULL | |
| activation | int(11) | YES | | NULL | |
+————+————-+——+—–+———+—————-+
6 rows in set (0.01 sec)
hive表
hive> desc active;
OK
id int None
day string None
pkgname string None
cid string None
pid string None
activation int None
測試鏈接成功
[hadoop@hs11 ~]sqoop list-databases –connect jdbc:mysql://localhost:3306/ –username root –password admin
Warning: /usr/lib/hcatalog does not exist! HCatalog jobs will fail.
Please set $HCAT_HOME to the root of your HCatalog installation.
13/08/20 16:42:26 WARN tool.BaseSqoopTool: Setting your password on the command-line is insecure. Consider using -P instead.
13/08/20 16:42:26 INFO manager.MySQLManager: Preparing to use a MySQL streaming resultset.
information_schema
easyhadoop
mysql
test
[hadoop@hs11 ~]$ sqoop list-databases –connect jdbc:mysql://localhost:3306/test –username root –password admin
Warning: /usr/lib/hcatalog does not exist! HCatalog jobs will fail.
Please set $HCAT_HOME to the root of your HCatalog installation.
13/08/20 16:42:40 WARN tool.BaseSqoopTool: Setting your password on the command-line is insecure. Consider using -P instead.
13/08/20 16:42:40 INFO manager.MySQLManager: Preparing to use a MySQL streaming resultset.
information_schema
easyhadoop
mysql
test
[hadoop@hs11 ~]$ sqoop list-tables –connect jdbc:mysql://localhost:3306/test –username root –password admin
Warning: /usr/lib/hcatalog does not exist! HCatalog jobs will fail.
Please set $HCAT_HOME to the root of your HCatalog installation.
13/08/20 16:42:54 WARN tool.BaseSqoopTool: Setting your password on the command-line is insecure. Consider using -P instead.
13/08/20 16:42:54 INFO manager.MySQLManager: Preparing to use a MySQL streaming resultset.
active
[hadoop@hs11 ~]$ sqoop create-hive-table –connect jdbc:mysql://localhost:3306/test –table active –username root –password admin –hive-table test
Warning: /usr/lib/hcatalog does not exist! HCatalog jobs will fail.
Please set $HCAT_HOME to the root of your HCatalog installation.
13/08/20 16:57:04 WARN tool.BaseSqoopTool: Setting your password on the command-line is insecure. Consider using -P instead.
13/08/20 16:57:04 INFO tool.BaseSqoopTool: Using Hive-specific delimiters for output. You can override
13/08/20 16:57:04 INFO tool.BaseSqoopTool: delimiters with –fields-terminated-by, etc.
13/08/20 16:57:04 WARN tool.BaseSqoopTool: It seems that you’ve specified at least one of following:
13/08/20 16:57:04 WARN tool.BaseSqoopTool: –hive-home
13/08/20 16:57:04 WARN tool.BaseSqoopTool: –hive-overwrite
13/08/20 16:57:04 WARN tool.BaseSqoopTool: –create-hive-table
13/08/20 16:57:04 WARN tool.BaseSqoopTool: –hive-table
13/08/20 16:57:04 WARN tool.BaseSqoopTool: –hive-partition-key
13/08/20 16:57:04 WARN tool.BaseSqoopTool: –hive-partition-value
13/08/20 16:57:04 WARN tool.BaseSqoopTool: –map-column-hive
13/08/20 16:57:04 WARN tool.BaseSqoopTool: Without specifying parameter –hive-import. Please note that
13/08/20 16:57:04 WARN tool.BaseSqoopTool: those arguments will not be used in this session. Either
13/08/20 16:57:04 WARN tool.BaseSqoopTool: specify –hive-import to apply them correctly or remove them
13/08/20 16:57:04 WARN tool.BaseSqoopTool: from command line to remove this warning.
13/08/20 16:57:04 INFO tool.BaseSqoopTool: Please note that –hive-home, –hive-partition-key,
13/08/20 16:57:04 INFO tool.BaseSqoopTool: hive-partition-value and –map-column-hive options are
13/08/20 16:57:04 INFO tool.BaseSqoopTool: are also valid for HCatalog imports and exports
13/08/20 16:57:04 INFO manager.MySQLManager: Preparing to use a MySQL streaming resultset.
13/08/20 16:57:05 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM `active` AS t LIMIT 1
13/08/20 16:57:05 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM `active` AS t LIMIT 1
13/08/20 16:57:05 WARN hive.TableDefWriter: Column day had to be cast to a less precise type in Hive
13/08/20 16:57:05 INFO hive.HiveImport: Loading uploaded data into Hive
1、拒絕連接
[hadoop@hs11 ~]$ sqoop export –connect jdbc:mysql://localhost/test –username root –password admin –table test –export-dir /user/hive/warehouse/actmp
Warning: /usr/lib/hcatalog does not exist! HCatalog jobs will fail.
Please set $HCAT_HOME to the root of your HCatalog installation.
13/08/21 09:14:07 WARN tool.BaseSqoopTool: Setting your password on the command-line is insecure. Consider using -P instead.
13/08/21 09:14:07 INFO manager.MySQLManager: Preparing to use a MySQL streaming resultset.
13/08/21 09:14:07 INFO tool.CodeGenTool: Beginning code generation
13/08/21 09:14:07 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM `test` AS t LIMIT 1
13/08/21 09:14:07 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM `test` AS t LIMIT 1
13/08/21 09:14:07 INFO orm.CompilationManager: HADOOP_MAPRED_HOME is /home/hadoop/hadoop-1.1.2
Note: /tmp/sqoop-hadoop/compile/0b5cae714a00b3940fb793c3694408ac/test.java uses or overrides a deprecated API.
Note: Recompile with -Xlint:deprecation for details.
13/08/21 09:14:08 INFO orm.CompilationManager: Writing jar file: /tmp/sqoop-hadoop/compile/0b5cae714a00b3940fb793c3694408ac/test.jar
13/08/21 09:14:08 INFO mapreduce.ExportJobBase: Beginning export of test
13/08/21 09:14:09 INFO input.FileInputFormat: Total input paths to process : 1
13/08/21 09:14:09 INFO input.FileInputFormat: Total input paths to process : 1
13/08/21 09:14:09 INFO util.NativeCodeLoader: Loaded the native-hadoop library
13/08/21 09:14:09 WARN snappy.LoadSnappy: Snappy native library not loaded
13/08/21 09:14:10 INFO mapred.JobClient: Running job: job_201307251523_0059
13/08/21 09:14:11 INFO mapred.JobClient: map 0% reduce 0%
13/08/21 09:14:20 INFO mapred.JobClient: Task Id : attempt_201307251523_0059_m_000000_0, Status : FAILED
java.io.IOException: com.mysql.jdbc.CommunicationsException: Communications link failure due to underlying exception:
** BEGIN NESTED EXCEPTION **
java.net.ConnectException
MESSAGE: Connection refused
STACKTRACE:
java.net.ConnectException: Connection refused
at java.net.PlainSocketImpl.socketConnect(Native Method)
at java.net.PlainSocketImpl.doConnect(PlainSocketImpl.java:351)
at java.net.PlainSocketImpl.connectToAddress(PlainSocketImpl.java:213)
at java.net.PlainSocketImpl.connect(PlainSocketImpl.java:200)
at java.net.SocksSocketImpl.connect(SocksSocketImpl.java:366)
at java.net.Socket.connect(Socket.java:529)
at java.net.Socket.connect(Socket.java:478)
at java.net.Socket.<init>(Socket.java:375)
at java.net.Socket.<init>(Socket.java:218)
at com.mysql.jdbc.StandardSocketFactory.connect(StandardSocketFactory.java:256)
at com.mysql.jdbc.MysqlIO.<init>(MysqlIO.java:271)
at com.mysql.jdbc.Connection.createNewIO(Connection.java:2771)
at com.mysql.jdbc.Connection.<init>(Connection.java:1555)
at com.mysql.jdbc.NonRegisteringDriver.connect(NonRegisteringDriver.java:285)
at java.sql.DriverManager.getConnection(DriverManager.java:582)
at java.sql.DriverManager.getConnection(DriverManager.java:185)
at org.apache.sqoop.mapreduce.db.DBConfiguration.getConnection(DBConfiguration.java:294)
at org.apache.sqoop.mapreduce.AsyncSqlRecordWriter.<init>(AsyncSqlRecordWriter.java:76)
at org.apache.sqoop.mapreduce.ExportOutputFormat$ExportRecordWriter.<init>(ExportOutputFormat.java:95)
at org.apache.sqoop.mapreduce.ExportOutputFormat.getRecordWriter(ExportOutputFormat.java:77)
at org.apache.hadoop.mapred.MapTask$NewDirectOutputCollector.<init>(MapTask.java:628)
at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:753)
at org.apache.hadoop.mapred.MapTask.run(MapTask.java:370)
at org.apache.hadoop.mapred.Child$4.run(Child.java:255)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.Subject.doAs(Subject.java:396)
at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1149)
at org.apache.hadoop.mapred.Child.main(Child.java:249)
** END NESTED EXCEPTION **
Last packet sent to the server was 1 ms ago.
at org.apache.sqoop.mapreduce.ExportOutputFormat.getRecordWriter(ExportOutputFormat.java:79)
at org.apache.hadoop.mapred.MapTask$NewDirectOutputCollector.<init>(MapTask.java:628)
at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:753)
at org.apache.hadoop.mapred.MapTask.run(MapTask.java:370)
at org.apache.hadoop.mapred.Child$4.run(Child.java:255)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.Subject.doAs(Subject.java:396)
at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1149)
at org.apache.hadoop.mapred.Child.main(Child.java:249)
Caused by: com.mysql.jdbc.CommunicationsException: Communications link failure due to underlying exception:
** BEGIN NESTED EXCEPTION **
java.net.ConnectException
MESSAGE: Connection refused
mysql 用戶權限問題
mysql> show grants;
mysql> GRANT ALL PRIVILEGES ON *.* TO ‘root’@'%’ IDENTIFIED BY PASSWORD ‘*4ACFE3202A5FF5CF467898FC58AAB1D615029441′ WITH GRANT OPTION;
mysql> FLUSH PRIVILEGES;
mysql> create table test (mkey varchar(30),pkg varchar(50),cid varchar(20),pid varchar(50),count int,primary key(mkey,pkg,cid,pid) );
alter ignore table cps_activation add unique index_day_pkgname_cid_pid (`day`,`pkgname`,`cid`,`pid`);
Query OK, 0 rows affected (0.03 sec)
2. 表不存在
===========
[hadoop@hs11 ~]$ sqoop export –connect jdbc:mysql://10.10.20.11/test –username root –password admin –table test –export-dir /user/hive/warehouse/actmp
Warning: /usr/lib/hcatalog does not exist! HCatalog jobs will fail.
Please set $HCAT_HOME to the root of your HCatalog installation.
13/08/21 09:16:26 WARN tool.BaseSqoopTool: Setting your password on the command-line is insecure. Consider using -P instead.
13/08/21 09:16:26 INFO manager.MySQLManager: Preparing to use a MySQL streaming resultset.
13/08/21 09:16:26 INFO tool.CodeGenTool: Beginning code generation
13/08/21 09:16:27 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM `test` AS t LIMIT 1
13/08/21 09:16:27 INFO manager.SqlManager: Executing SQL statement: SELECT t.* FROM `test` AS t LIMIT 1
13/08/21 09:16:27 INFO orm.CompilationManager: HADOOP_MAPRED_HOME is /home/hadoop/hadoop-1.1.2
Note: /tmp/sqoop-hadoop/compile/74d18a91ec141f2feb777dc698bf7eb4/test.java uses or overrides a deprecated API.
Note: Recompile with -Xlint:deprecation for details.
13/08/21 09:16:28 INFO orm.CompilationManager: Writing jar file: /tmp/sqoop-hadoop/compile/74d18a91ec141f2feb777dc698bf7eb4/test.jar
13/08/21 09:16:28 INFO mapreduce.ExportJobBase: Beginning export of test
13/08/21 09:16:29 INFO input.FileInputFormat: Total input paths to process : 1
13/08/21 09:16:29 INFO input.FileInputFormat: Total input paths to process : 1
13/08/21 09:16:29 INFO util.NativeCodeLoader: Loaded the native-hadoop library
13/08/21 09:16:29 WARN snappy.LoadSnappy: Snappy native library not loaded
13/08/21 09:16:29 INFO mapred.JobClient: Running job: job_201307251523_0060
13/08/21 09:16:30 INFO mapred.JobClient: map 0% reduce 0%
13/08/21 09:16:38 INFO mapred.JobClient: Task Id : attempt_201307251523_0060_m_000000_0, Status : FAILED
java.io.IOException: Can’t export data, please check task tracker logs
at org.apache.sqoop.mapreduce.TextExportMapper.map(TextExportMapper.java:112)
at org.apache.sqoop.mapreduce.TextExportMapper.map(TextExportMapper.java:39)
at org.apache.hadoop.mapreduce.Mapper.run(Mapper.java:144)
at org.apache.sqoop.mapreduce.AutoProgressMapper.run(AutoProgressMapper.java:64)
at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:764)
at org.apache.hadoop.mapred.MapTask.run(MapTask.java:370)
at org.apache.hadoop.mapred.Child$4.run(Child.java:255)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.Subject.doAs(Subject.java:396)
at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1149)
at org.apache.hadoop.mapred.Child.main(Child.java:249)
Caused by: java.util.NoSuchElementException
at java.util.AbstractList$Itr.next(AbstractList.java:350)
at test.__loadFromFields(test.java:252)
at test.parse(test.java:201)
at org.apache.sqoop.mapreduce.TextExportMapper.map(TextExportMapper.java:83)
… 10 more
導出數據到MySQL,當然數據庫表要先存在,否則會報錯
此錯誤的原因為sqoop解析文件的字段與MySql數據庫的表的字段對應不上造成的。因此需要在執行的時候給sqoop增加參數,告訴sqoop文件的分隔符,使它能夠正確的解析文件字段。hive默認的字段分隔符為’