最近準備把一千九百多萬數據導入Solr中,在之前測試數據只有一兩百萬,全量導入沒有任務問題。可是,換成一千九百萬數據時,solr報內存異常(java.lang.OutOfMemoryError:GC overhead limit exceeded),整個tomcat沒法使用。我發現,我給tomcat最大堆內存512M。我以爲,多是內存太小,因而,我把內存改大些,1024M(set JAVA_OPTS=-server -Xms1024m -Xmx1024m -XX:PermSize=128M -XX:MaxPermSize=256M )。結果,仍是內存溢出。我想已經不是tomcat內存的問題(固然,若是你的內存足夠大,也是可行的)。問題,應該出在solr的dataimporthandler取數據那塊。solr除了內存溢出錯誤,還有其餘異常:java
Full Import failed:java.lang.RuntimeException: java.lang.RuntimeException: org.apache.solr.handler.dataimport.DataImportHandlerException: Unable to execute query: select * from POI Processing Document # 1mysql
at org.apache.solr.handler.dataimport.DocBuilder.execute(DocBuilder.java:278)sql
at org.apache.solr.handler.dataimport.DataImporter.doFullImport(DataImporter.java:411)apache
at org.apache.solr.handler.dataimport.DataImporter.runCmd(DataImporter.java:483)tomcat
at org.apache.solr.handler.dataimport.DataImporter$1.run(DataImporter.java:464)app
Caused by: java.lang.RuntimeException: org.apache.solr.handler.dataimport.DataImportHandlerException: Unable to execute query: select * from POI Processing Document # 1測試
at org.apache.solr.handler.dataimport.DocBuilder.buildDocument(DocBuilder.java:418)ui
at org.apache.solr.handler.dataimport.DocBuilder.doFullDump(DocBuilder.java:331)url
at org.apache.solr.handler.dataimport.DocBuilder.execute(DocBuilder.java:239)server
... 3 more
Caused by: org.apache.solr.handler.dataimport.DataImportHandlerException: Unable to execute query: select * from POI Processing Document # 1
at org.apache.solr.handler.dataimport.DataImportHandlerException.wrapAndThrow(DataImportHandlerException.java:71)
at org.apache.solr.handler.dataimport.JdbcDataSource$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,瞭解到solr jdbc取數據時,setBatchSize的問題。默認,會把不少數據放到內存中,這也是致使個人內存居高不下,後來致使內存溢出的緣由。因而,我修改dataimporthandler配置文件:batchSize="-1" 解決內存溢出
配置文件修改以下:
<dataSource driver="com.mysql.jdbc.Driver" url="jdbc:mysql://localhost:3306/world" user="root"password="root" batchSize="-1" />
重啓一個solr的core,從新導入,問題解決。