hbase-user mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From Jonathan Gray <jl...@streamy.com>
Subject Re: HBase Exceptions on version 0.20.1
Date Mon, 09 Nov 2009 19:23:20 GMT
It's fairly easy to run HDFS into the ground if you eat up all the 

It's also fairly easy to run a Linux machine into the ground if you eat 
up all the resources;  or just about anything by starving it of CPU.

I don't disagree with a read-only mode if the server is full, but in 
general believe admins of any production cluster need to be constantly 
aware of capacity and usage and plan properly.  Not just so things don't 
fill up, but also from a performance POV.

I completely disagree with the statement "any hbase cluster will reach 
this tipping point at some point in its lifetime as more and more data 
is added".  Anyone who continuously adds data without paying any 
attention to capacity, then this will happen, but this is the case with 
anything that has finite resources.

We should certainly do everything we can to prevent data loss and 
corruption in all cases, but also must also set realistic expectations. 
  One should not assume they can fill their HBase cluster to the brink 
and for everything to always be okay (even if this is the case).


stack wrote:
> Agreed.  Please make an issue.
> Meantime, it should be possible to have a cron run a script that checks
> cluster resources from time-to-time -- e.g. how full hdfs is, how much each
> regionserver is carrying -- and when it determines the needle is in the red,
> flip the cluster to be read-only.
> St.Ack
> On Mon, Nov 9, 2009 at 9:25 AM, elsif <elsif.then@gmail.com> wrote:
>> The larger issue here is that any hbase cluster will reach this tipping
>> point at some point in its lifetime as more and more data is added.  We
>> need to have a graceful method to put the cluster into safe mode until
>> more resources can be added or the load on the cluster has been
>> reduced.  We cannot allow hbase to run itself into the ground causing
>> data loss or corruption under any circumstances.
>> *
>> *
>> Andrew Purtell wrote:
>>> You should consider provisioning more nodes to get beyond this ceiling
>> you encountered.
>>> DFS write latency spikes from 3 seconds to 6 seconds, to 15! Flushing
>> cannot happen fast enough to avoid an OOME. Possibly there was even
>> insufficient CPU to GC. The log entries you highlighted indicate the load
>> you are exerting on your current cluster needs to be spread out over more
>> resources than currently allocated.
>>> This:
>>>> 2009-11-06 09:15:37,144 WARN org.apache.hadoop.hbase.util.Sleeper: We
>> slept 286007ms, ten times longer than scheduled: 10000
>>> indicates a thread that wanted to sleep for 10 seconds was starved for
>> CPU for 286 seconds. Obviously Zookeeper timeouts and resulting HBase
>> process shutdowns, missed DFS heartbeats possibly resulting in spurious
>> declaration of dead datanodes, and other serious problems will result from
>> this.
>>> Did your systems start to swap?
>>> When region servers shut down, the master notices this and splits their
>> HLogs into per region reconstruction logs. These are the "oldlogfile.log"
>> files. The master log will shed light on why this particular reconstruction
>> log was botched. Would have happened at the master. The region server
>> probably did do a clean shutdown. I suspect DFS was in extremis due to
>> overloading so the split failed. The checksum error indicates incomplete
>> write at the OS level. Did a datanode crash?
>>> HBASE-1956 is about making the DFS latency metric exportable via the
>>> Hadoop metrics layer, perhaps via Ganglia. Write latency above 1 or 2
>>> seconds is a warning. Anything above 5 seconds is an alarm.  It's a
>>> good indication that an overloading condition is in progress.
>>> The Hadoop stack, being pre 1.0, has some rough edges. Response to
>> overloading is one of them. For one thing, HBase could be better about
>> applying backpressure to writing clients when the system is under stress. We
>> will get there. HBASE-1956 is a start.
>>>     - Andy

View raw message