最近准备把一千九百多万数据导入Solr中,在以前测试数据只有一两百万,全量导入没有任务问题。但是,换成一千九百万数据时,solr报内存异常(java.lang.OutOfMemoryError:GC overhead limit exceeded),整个tomcat无法使用。我发现,我给tomcat最大堆内存512M。我觉得,可能是内存过小,于是,我把内存改大些,1024M(set JAVA_OPTS=-server -Xms1024m -Xmx1024m -XX:PermSize=128M -XX:MaxPermSize=256M )。结果,还是内存溢出。我想已经不是tomcat内存的问题(当然,如果你的内存足够大,也是可行的)。问题,应该出在solr的dataimporthandler取数据那块。solr除了内存溢出错误,还有其他异常:
Full Import failed:java.lang.RuntimeException: java.lang.RuntimeException: org.apache.solr.handler.dataimport.DataImportHandlerException: Unable to execute query: select * from POI Processing Document # 1 at org.apache.solr.handler.dataimport.DocBuilder.execute(DocBuilder.java:278) at org.apache.solr.handler.dataimport.DataImporter.doFullImport(DataImporter.java:411) at org.apache.solr.handler.dataimport.DataImporter.runCmd(DataImporter.java:483) at org.apache.solr.handler.dataimport.DataImporter$1.run(DataImporter.java:464) Caused by: java.lang.RuntimeException: org.apache.solr.handler.dataimport.DataImportHandlerException: Unable to execute query: select * from POI Processing Document # 1 at org.apache.solr.handler.dataimport.DocBuilder.buildDocument(DocBuilder.java:418) at org.apache.solr.handler.dataimport.DocBuilder.doFullDump(DocBuilder.java:331) at org.apache.solr.handler.dataimport.DocBuilder.execute(DocBuilder.java:239) ... 3 more Caused by: org.apache.solr.handler.dataimport.DataImportHandlerException: Unable to execute query: select * from POI Processing Document # 1 at org.apache.solr.handler.dataimport.DataImportHandlerException.wrapAndThrow(DataImportHandlerException.java:71) at org.apache.solr.handler.dataimport.JdbcDataSource$ResultSetIterator.<init>(JdbcDataSource.java:281) at org.apache.solr.handler.dataimport.JdbcDataSource.getData(JdbcDataSource.java:238) at org.apache.solr.handler.dataimport.JdbcDataSource.getData(JdbcDataSource.java:42) at org.apache.solr.handler.dataimport.SqlEntityProcessor.initQuery(SqlEntityProcessor.java:59) at org.apache.solr.handler.dataimport.SqlEntityProcessor.nextRow(SqlEntityProcessor.java:73) at org.apache.solr.handler.dataimport.EntityProcessorWrapper.nextRow(EntityProcessorWrapper.java:243) at org.apache.solr.handler.dataimport.DocBuilder.buildDocument(DocBuilder.java:477) at org.apache.solr.handler.dataimport.DocBuilder.buildDocument(DocBuilder.java:416) ... 5 more Caused by: com.mysql.jdbc.exceptions.jdbc4.CommunicationsException: Communications link failure The last packet successfully received from the server was 395,021 milliseconds ago. The last packet sent successfully to the server was 395,021 milliseconds ago. at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method) at sun.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:57) at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45) at java.lang.reflect.Constructor.newInstance(Constructor.java:526) at com.mysql.jdbc.Util.handleNewInstance(Util.java:406) at com.mysql.jdbc.SQLError.createCommunicationsException(SQLError.java:1074) at com.mysql.jdbc.MysqlIO.nextRowFast(MysqlIO.java:1653) at com.mysql.jdbc.MysqlIO.nextRow(MysqlIO.java:1409) at com.mysql.jdbc.MysqlIO.readSingleRowSet(MysqlIO.java:2883) at com.mysql.jdbc.MysqlIO.getResultSet(MysqlIO.java:476) at com.mysql.jdbc.MysqlIO.readResultsForQueryOrUpdate(MysqlIO.java:2576) at com.mysql.jdbc.MysqlIO.readAllResults(MysqlIO.java:1757) at com.mysql.jdbc.MysqlIO.sqlQueryDirect(MysqlIO.java:2167) at com.mysql.jdbc.ConnectionImpl.execSQL(ConnectionImpl.java:2637) at com.mysql.jdbc.ConnectionImpl.execSQL(ConnectionImpl.java:2566) at com.mysql.jdbc.StatementImpl.execute(StatementImpl.java:782) at com.mysql.jdbc.StatementImpl.execute(StatementImpl.java:625) at org.apache.solr.handler.dataimport.JdbcDataSource$ResultSetIterator.<init>(JdbcDataSource.java:274) ... 12 more Caused by: java.io.EOFException: Can not read response from server. Expected to read 39 bytes, read 30 bytes before connection was unexpectedly lost. at com.mysql.jdbc.MysqlIO.readFully(MysqlIO.java:2497) at com.mysql.jdbc.MysqlIO.nextRowFast(MysqlIO.java:1634) ... 23 more
我搜索了一下Solr的wiki,了解到solr jdbc取数据时,setBatchSize的问题。默认,会把很多数据放到内存中,这也是导致我的内存居高不下,后来导致内存溢出的原因。于是,我修改dataimporthandler配置文件:batchSize="-1" 解决内存溢出
配置文件修改如下:
<dataSource driver="com.mysql.jdbc.Driver" url="jdbc:mysql://localhost:3306/world" user="root" password="root" batchSize="-1" />
重启一个solr的core,重新导入,问题解决。