gprecoverseg导致的元数据库问题致使数据库无法启动以及修复
一、现象描述
在一次执行gprecoverseg后发现数据库无法正常连接,现象如下:
执行gprecoverseg日志如下:
gprecoverseg:mdw-:gpadmin-[INFO]:-Starting gprecoverseg with args: -r
gprecoverseg:mdw-:gpadmin-[INFO]:-local Greenplum Version: 'postgres (Greenplum Database) 4.3.99.00 build dev'
gprecoverseg:mdw-:gpadmin-[INFO]:-master Greenplum Version: 'PostgreSQL 8.3.23 (Greenplum Database 4.3.99.00 build dev) on x86_64-unknown-linux-gnu, compiled by GCC gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) compiled on Jan 18 2018 15:34:00 (with assert checking)'
gprecoverseg:mdw-:gpadmin-[INFO]:-Checking if segments are ready to connect
gprecoverseg:mdw-:gpadmin-[INFO]:-Obtaining Segment details from master...
gprecoverseg:mdw-:gpadmin-[INFO]:-Unable to connect to database. Retrying
gprecoverseg:mdw-:gpadmin-[INFO]:-Checking if segments are ready to connect
gprecoverseg:mdw-:gpadmin-[INFO]:-Obtaining Segment details from master...
gprecoverseg:mdw-:gpadmin-[INFO]:-Unable to connect to database. Retrying
gprecoverseg:mdw-:gpadmin-[INFO]:-Checking if segments are ready to connect
gprecoverseg:mdw-:gpadmin-[INFO]:-Obtaining Segment details from master...
gprecoverseg:mdw-:gpadmin-[INFO]:-Unable to connect to database. Retrying
gprecoverseg:mdw-:gpadmin-[INFO]:-Checking if segments are ready to connect
gprecoverseg:mdw-:gpadmin-[INFO]:-Obtaining Segment details from master...
gprecoverseg:mdw-:gpadmin-[INFO]:-Unable to connect to database. Retrying
gprecoverseg:mdw-:gpadmin-[INFO]:-Checking if segments are ready to connect
gprecoverseg:mdw-:gpadmin-[INFO]:-Obtaining Segment details from master...
gprecoverseg:mdw-:gpadmin-[INFO]:-Unable to connect to database. Retrying
gprecoverseg:mdw-:gpadmin-[CRITICAL]:-gprecoverseg failed. (Reason='Unable to connect to database and start transaction') exiting...
这里看出gprecoverseg命令是执行失败了的。
之后尝试启动数据库,执行gpstart:
gpstart:mdw-:gpadmin-[INFO]:-Commencing parallel primary and mirror segment instance startup, please wait...
..
gpstart:mdw-:gpadmin-[INFO]:-Process results...
gpstart:mdw-:gpadmin-[INFO]:-----------------------------------------------------
gpstart:mdw-:gpadmin-[INFO]:- Successful segment starts =
gpstart:mdw-:gpadmin-[INFO]:- Failed segment starts =
gpstart:mdw-:gpadmin-[INFO]:- Skipped segment starts (segments are marked down in configuration) =
gpstart:mdw-:gpadmin-[INFO]:-----------------------------------------------------
gpstart:mdw-:gpadmin-[INFO]:-
gpstart:mdw-:gpadmin-[INFO]:-Successfully started of segment instances
gpstart:mdw-:gpadmin-[INFO]:-----------------------------------------------------
gpstart:mdw-:gpadmin-[INFO]:-Starting Master instance mdw- directory /home/data/master/gpseg-
gpstart:mdw-:gpadmin-[INFO]:-Command pg_ctl reports Master mdw- instance active
gpstart:mdw-:gpadmin-[WARNING]:-server closed the connection unexpectedly
This probably means the server terminated abnormally
before or while processing the request. gpstart:mdw-:gpadmin-[INFO]:-Starting standby master
gpstart:mdw-:gpadmin-[INFO]:-Checking if standby master is running on host: mdw- in directory: /home/data/master/gpseg-
gpstart:mdw-:gpadmin-[INFO]:-Check status of database with gpstate utility
这时候显示所有segment都是启动的,但是库没有正常启动起来
然后执行gpstate,确认状态:
gpstate:mdw-:gpadmin-[INFO]:-Starting gpstate with args:
gpstate:mdw-:gpadmin-[INFO]:-local Greenplum Version: 'postgres (Greenplum Database) 4.3.99.00 build dev'
gpstate:mdw-:gpadmin-[INFO]:-master Greenplum Version: 'PostgreSQL 8.3.23 (Greenplum Database 4.3.99.00 build dev) on x86_64-unknown-linux-gnu, compiled by GCC gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) compiled on Jan 18 2018 15:34:00 (with assert checking)'
gpstate:mdw-:gpadmin-[INFO]:-Obtaining Segment details from master...
gpstate:mdw-:gpadmin-[INFO]:-Gathering data from segments...
.
gpstate:mdw-:gpadmin-[INFO]:-Greenplum instance status summary
gpstate:mdw-:gpadmin-[INFO]:-----------------------------------------------------
gpstate:mdw-:gpadmin-[INFO]:- Master instance = Active
gpstate:mdw-:gpadmin-[INFO]:- Master standby = mdw-
gpstate:mdw-:gpadmin-[INFO]:- Standby master state = Standby host passive
gpstate:mdw-:gpadmin-[INFO]:- Total segment instance count from metadata =
gpstate:mdw-:gpadmin-[INFO]:-----------------------------------------------------
gpstate:mdw-:gpadmin-[INFO]:- Primary Segment Status
gpstate:mdw-:gpadmin-[INFO]:-----------------------------------------------------
gpstate:mdw-:gpadmin-[INFO]:- Total primary segments =
gpstate:mdw-:gpadmin-[INFO]:- Total primary segment valid (at master) =
gpstate:mdw-:gpadmin-[INFO]:- Total primary segment failures (at master) =
gpstate:mdw-:gpadmin-[INFO]:- Total number of postmaster.pid files missing =
gpstate:mdw-:gpadmin-[INFO]:- Total number of postmaster.pid files found =
gpstate:mdw-:gpadmin-[INFO]:- Total number of postmaster.pid PIDs missing =
gpstate:mdw-:gpadmin-[INFO]:- Total number of postmaster.pid PIDs found =
gpstate:mdw-:gpadmin-[INFO]:- Total number of /tmp lock files missing =
gpstate:mdw-:gpadmin-[INFO]:- Total number of /tmp lock files found =
gpstate:mdw-:gpadmin-[INFO]:- Total number postmaster processes missing =
gpstate:mdw-:gpadmin-[INFO]:- Total number postmaster processes found =
gpstate:mdw-:gpadmin-[INFO]:-----------------------------------------------------
gpstate:mdw-:gpadmin-[INFO]:- Mirror Segment Status
gpstate:mdw-:gpadmin-[INFO]:-----------------------------------------------------
gpstate:mdw-:gpadmin-[INFO]:- Total mirror segments =
gpstate:mdw-:gpadmin-[INFO]:- Total mirror segment valid (at master) =
gpstate:mdw-:gpadmin-[INFO]:- Total mirror segment failures (at master) =
gpstate:mdw-:gpadmin-[INFO]:- Total number of postmaster.pid files missing =
gpstate:mdw-:gpadmin-[INFO]:- Total number of postmaster.pid files found =
gpstate:mdw-:gpadmin-[INFO]:- Total number of postmaster.pid PIDs missing =
gpstate:mdw-:gpadmin-[INFO]:- Total number of postmaster.pid PIDs found =
gpstate:mdw-:gpadmin-[INFO]:- Total number of /tmp lock files missing =
gpstate:mdw-:gpadmin-[INFO]:- Total number of /tmp lock files found =
gpstate:mdw-:gpadmin-[INFO]:- Total number postmaster processes missing =
gpstate:mdw-:gpadmin-[INFO]:- Total number postmaster processes found =
gpstate:mdw-:gpadmin-[WARNING]:-Total number mirror segments acting as primary segments = <<<<<<<<
gpstate:mdw-:gpadmin-[INFO]:- Total number mirror segments acting as mirror segments =
gpstate:mdw-:gpadmin-[INFO]:-----------------------------------------------------
这里说明是发生过primary/mirror的角色切换的
尝试连接数据库:
psql: server closed the connection unexpectedly
This probably means the server terminated abnormally
before or while processing the request.
这时候库已经无法连接上。
二、定位过程
1、查看日志
首先查看master的日志:
CST,"gpadmin","postgres",p30743,th1692887104,"[local]",,CST,,con38,,seg-,,,,sx1,"LOG","","The previous session was reset because its gang was disconnected (session id = 37). The new session id = 38",,,,,,,,,"cdbgang.c",,
CST,"gpadmin","postgres",p30743,th1692887104,"[local]",,CST,,con38,,seg-,,,,sx1,"LOG","","Failed to connect to seg0 xx.xx.xx.xx:50000(xx.xx.xx.xx是segment的ip)",,,,,,,,,"cdbgang_async.c",,
CST,"gpadmin","postgres",p30743,th1692887104,"[local]",,CST,,con39,,seg-,,,,sx1,"LOG","","The previous session was reset because its gang was disconnected (session id = 38). The new session id = 39",,,,,,,,,"cdbgang.c",,
CST,,,p30743,th0,,,CST,,con39,,seg-,,,,,"PANIC","XX000","Unexpected internal error: Master process received signal SIGSEGV",,,,,,,,,,,"1 0xa0ce4b postgres StandardHandlerForSigillSigsegvSigbus_OnMainThread + 0x1b2
0x8d376e postgres CdbProgramErrorHandler + 0xf1
0x7fee63a14100 libpthread.so. <symbol not found> + 0x63a14100
0xaaa718 postgres <symbol not found> + 0xaaa718
0xaaa3e4 postgres CdbDispatchCommand + 0x35
0xb75719 postgres <symbol not found> + 0xb75719
0xb755d4 postgres <symbol not found> + 0xb755d4
0xb7524b postgres <symbol not found> + 0xb7524b
0xb71c51 postgres <symbol not found> + 0xb71c51
0xb720ae postgres initTM + 0xe2
0xb78864 postgres cdb_setup + 0x4b
0xa1b6e8 postgres InitPostgres + 0x9fa
"
CST,,,p28893,th1692887104,,,,,,,seg-,,,,,"LOG","","server process (PID 30743) was terminated by signal 11: Segmentation fault",,,,,,,,,"postmaster.c",,
CST,,,p28893,th1692887104,,,,,,,seg-,,,,,"LOG","","terminating any other active server processes",,,,,,,,,"postmaster.c",,
CST,,,p28893,th1692887104,,,,,,,seg-,,,,,"LOG","","seqserver process (PID 28900) exited with exit code 2",,,,,,,,,"postmaster.c",,
CST,,,p28893,th1692887104,,,,,,,seg-,,,,,"LOG","","ftsprobe process (PID 28901) exited with exit code 2",,,,,,,,,"postmaster.c",,
CST,,,p28893,th1692887104,,,,,,,seg-,,,,,"LOG","","sweeper process (PID 28902) exited with exit code 2",,,,,,,,,"postmaster.c",,
CST,,,p28893,th1692887104,,,,,,,seg-,,,,,"LOG","","BeginResetOfPostmasterAfterChildrenAreShutDown: counter 0",,,,,,,,,"postmaster.c",,
CST,,,p28893,th1692887104,,,,,,,seg-,,,,,"LOG","","gp_session_id high-water mark is 39",,,,,,,,,"postmaster.c",,
这一句说明有个segment是连不上的:
"Failed to connect to seg0 xx.xx.xx.xx:50000(xx.xx.xx.xx是segment的ip)",,,,,,,0,,"cdbgang_async.c",174,
连接到这个segment所在的物理机,查看segment日志,发现这个时间点segment并没有相关的日志信息。
2、查看其它状态信息
使用gpstate -s 查看各节点的状态,截取其中有问题的一个segment:
gpstate:mdw-:gpadmin-[INFO]:- Segment Info
gpstate:mdw-:gpadmin-[INFO]:- Hostname = sdw-
gpstate:mdw-:gpadmin-[INFO]:- Address = sdw-
gpstate:mdw-:gpadmin-[INFO]:- Datadir = /gpadmin/data/mirror/gpseg0
gpstate:mdw-:gpadmin-[INFO]:- Port =
gpstate:mdw-:gpadmin-[INFO]:- Mirroring Info
gpstate:mdw-:gpadmin-[INFO]:- Current role = Primary
gpstate:mdw-:gpadmin-[INFO]:- Preferred role = Mirror
gpstate:mdw-:gpadmin-[INFO]:- Mirror status = Resynchronizing
gpstate:mdw-:gpadmin-[INFO]:- Change Tracking Info
gpstate:mdw-:gpadmin-[INFO]:- Change tracking data size = 32.1 kB
gpstate:mdw-:gpadmin-[INFO]:- Resynchronization Info
gpstate:mdw-:gpadmin-[INFO]:- Resynchronization mode = Incremental
gpstate:mdw-:gpadmin-[INFO]:- Data synchronized = bytes
gpstate:mdw-:gpadmin-[INFO]:- Estimated total data to synchronize = Not Available
gpstate:mdw-:gpadmin-[INFO]:- Estimated resync progress with mirror = Not Available
gpstate:mdw-:gpadmin-[INFO]:- Total resync objects =
gpstate:mdw-:gpadmin-[INFO]:- Objects to resync =
gpstate:mdw-:gpadmin-[INFO]:- Estimated resync end time = Not Available
gpstate:mdw-:gpadmin-[INFO]:- Status
gpstate:mdw-:gpadmin-[INFO]:- PID =
gpstate:mdw-:gpadmin-[INFO]:- Configuration reports status as = Up
gpstate:mdw-:gpadmin-[INFO]:- Database status = Stopping
gpstate:mdw-:gpadmin-[INFO]:-----------------------------------------------------
gpstate:mdw-:gpadmin-[INFO]:- Segment Info
gpstate:mdw-:gpadmin-[INFO]:- Hostname = sdw-
gpstate:mdw-:gpadmin-[INFO]:- Address = sdw-
gpstate:mdw-:gpadmin-[INFO]:- Datadir = /gpadmin/data/primary/gpseg0
gpstate:mdw-:gpadmin-[INFO]:- Port =
gpstate:mdw-:gpadmin-[INFO]:- Mirroring Info
gpstate:mdw-:gpadmin-[INFO]:- Current role = Mirror
gpstate:mdw-:gpadmin-[INFO]:- Preferred role = Primary
gpstate:mdw-:gpadmin-[INFO]:- Mirror status = Resynchronizing
gpstate:mdw-:gpadmin-[INFO]:- Status
gpstate:mdw-:gpadmin-[INFO]:- PID =
gpstate:mdw-:gpadmin-[INFO]:- Configuration reports status as = Up
gpstate:mdw-:gpadmin-[WARNING]:- Segment status = Down <<<<<<<<
这里看到segment是处于Change Tracking状态的,其中数据库是Stopping状态,sdw-1机器上,端口为40000的Mirror处于down的状态,和配置中的up状态是冲突的。
由于这个时候库是不可连接的,所以通过master only模式直接连接到master,查看源数据库,信息如下:
postgres=# select * from gp_segment_configuration ;
dbid | content | role | preferred_role | mode | status | port | hostname | address | replication_port | san_mounts
------+---------+------+----------------+------+--------+-------+---------------+---------------+------------------+------------
(省略正常节点)
2 | 0 | m | p | r | u | 40000 | sdw-1 | sdw-1 | 41000 |
6 | 0 | p | m | r | u | 50000 | sdw-2 | sdw-2 | 51000 |
这里可以看到源数据库标记的这个segment处于同步状态,然而status的状态都为‘u’,可见,源数据库标记出现了错误!
三、解决方案
通过以上的所有信息,可以分析出如下的一些问题:
- 库是无法正常启动的,也无法正常连接
- 无法连接库则使用gprecoverseg -F 这种全量修复是不可行的
- 元数据库信息是有问题的,数据库启动的时候通过元数据库认为segment正常,会进行同步,然而有个segment实际是down的,无法反正同步,导致库无法启动
- gpcheckcat该命令是用于修复元数据库错误的,会给出报告和修复建议,因为库无法正常启动,所以该命令无法正常执行
那么需要通过修复元数据的方式,让greenplum数据库正常启动,首先我们了解下greenplum的primary/mirror的状态:
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" alt="" />
greenplum检测segment状态的机制称为FTS,所以在主备切换时,Primary活着,Mirror挂了。GP Master探测Primary成功之后,通过Primary返回的状态得知Mirror挂掉了(Mirror挂掉之后,Primary将会探测到,将自己变成ChangeTracking模式),这时候更新Master元信息,进行下一个Segment检测;在这种状态下,会进行自动的primary/mirror的同步,知道了这点,我们就可以修改元数据库,让greenplum顺利的完成同步。
另外,我们看下greenplum的primary/mirror的同步机制:
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" alt="" />
这里我们可以看到数据是先进primary,然后由primary发送数据到mirror上,所以如果发生了primary/mirror的切换,肯定是要将原来的primary(当前的mirror)数据同步到原来的mirror(当前的primary),知道这一点后,修改源数据表
将dbid为2的mode修改为‘c’,将dbid为6的status修改为'd',重启数据库即可正常启动,数据进入同步状态
四、参考文章
http://mysql.taobao.org/monthly/2016/01/02/
http://mysql.taobao.org/monthly/2016/03/08/?spm=a2c4e.11153959.blogcont51176.4.4c08674ct1QNx1
五、其他
朋友的星球开通了,传授java基础知识、面试技巧,讨论不限于java的技术问题,有兴趣的朋友可以加入:
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