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Posted to user@hbase.apache.org by Varun Sharma <va...@pinterest.com> on 2012/10/30 18:41:11 UTC
Hbase cluster for serving real time site traffic
Hi,
We are planning to experiment with a cluster for serving production traffic
using hbase for pinterest. We are starting off with a 10 region server + 1
master cluster on Amazon EMR version 0.92. I had some very naive questions
(primarily around points of failure):
1) It seems hbase starts only one zookeeper on the master node - which is
critical for operation - how many zookeepers should I use and can I run
those on the region servers ?
2) How many masters to use - does hbase support multiple masters (primary
and secondary) within the same cluster ? From my understanding, master
availability is not critical for operation.
3) NameNode - We are running hadoop 0.8 - I have read that NameNode is a
single point of failure and we should really be running two name node(s) so
we can failover. Is it fine to run these on the region servers ?
4) Our current application involves long row/column - 24-32 bytes with 0-1
bytes of values. Should we be using a different key encoding than the
default encoding ? What advantages could it buy us ?
We are currently using amazon EMR for testing purposes which runs hbase
0.92. If it works well, we would like to configure our own cluster with
probably the latest version of hbase which appears to be 0.94 at the moment.
Thanks
Varun
Re: Hbase cluster for serving real time site traffic
Posted by Kevin O'dell <ke...@cloudera.com>.
Sorry I also forgot. Do not run your NN and failover node with other
services.
On Tue, Oct 30, 2012 at 2:15 PM, Kevin O'dell <ke...@cloudera.com>wrote:
> Varun,
>
> I will take a shot at answering this:
>
> 1) It seems hbase starts only one zookeeper on the master node - which is
> critical for operation - how many zookeepers should I use and can I run
> those on the region servers ? <-- 3 and they should be on dedicated
> servers for a real production environment.
>
> 2) How many masters to use - does hbase support multiple masters (primary
> and secondary) within the same cluster ? From my understanding, master
> availability is not critical for operation. <--2 if you lose the master
> you lose HBase. The Master is VERY critical.
>
> 3) NameNode - We are running hadoop 0.8 - I have read that NameNode is a
> single point of failure and we should really be running two name node(s) so
> we can failover. Is it fine to run these on the region servers ? 2, you
> will want to use HA for a real production workload. The SNN(Secondary Name
> Node) is a very misleading name.
>
> So, yes, secondary NameNode is probably more critical than the secondary
> master - since the master is only responsible for metadata changes/region
> splits/table creation etc and not for writes/reads. <--- This is not
> correct. The Secondary Name Node is not a failover node. You will want to
> use a release that has HA to guarantee availability at the NN level. The
> master is in charge of META data operations, but also with out the Master
> the RS will not continue to just work. It is very important to have two
> masters.
>
> I will defer Jean-Marc on the Schema designs.
>
>
>
> On Tue, Oct 30, 2012 at 1:03 PM, Varun Sharma <va...@pinterest.com> wrote:
>
>> Thanks for the tips.
>>
>> So, yes, secondary NameNode is probably more critical than the secondary
>> master - since the master is only responsible for metadata changes/region
>> splits/table creation etc and not for writes/reads.
>>
>> Regarding the keys question - i meant that the (row + column) length is
>> 24-32 bytes and the value length is 0-1 bytes. Currently, we have a
>> cluster
>> running with all the data loaded into hbase but it all runs with default
>> settings.
>>
>> Thanks
>> Varun
>>
>> On Tue, Oct 30, 2012 at 10:53 AM, Jean-Marc Spaggiari <
>> jean-marc@spaggiari.org> wrote:
>>
>> > My 2¢.
>> >
>> > 1) You need an odd number of ZooKeeper nodes. So 3 is the minimum
>> > recommanded for production.
>> > 2) Yes, you have Master and SecondaryMaster. And it's also recommanded
>> > to have one of each. And the master is critical. If you are loosing
>> > it, you are loosing your cluster.
>> > 3) NameNode is hadoop, not hbase. You should follow hadoop
>> > recommandations. Like you have secondarymaster, you have
>> > secondarynamenode. So I think you should have as many
>> > secondarynamenode as you have secondarymaster (on the same machine?).
>> > 4) I'm not sure to understanding this question. Key are binary. Array
>> > of bytes. So 32 0-1 bytes is a 3 bytes long array. It's not a lot.
>> > This will only give you 2^32 different rows. You will have to
>> > pre-split them, or you will end with almost all of them on the same
>> > regionserver?
>> >
>> > JM
>> >
>> > 2012/10/30, Varun Sharma <va...@pinterest.com>:
>> > > Hi,
>> > >
>> > > We are planning to experiment with a cluster for serving production
>> > traffic
>> > > using hbase for pinterest. We are starting off with a 10 region
>> server +
>> > 1
>> > > master cluster on Amazon EMR version 0.92. I had some very naive
>> > questions
>> > > (primarily around points of failure):
>> > >
>> > > 1) It seems hbase starts only one zookeeper on the master node -
>> which is
>> > > critical for operation - how many zookeepers should I use and can I
>> run
>> > > those on the region servers ?
>> > > 2) How many masters to use - does hbase support multiple masters
>> (primary
>> > > and secondary) within the same cluster ? From my understanding, master
>> > > availability is not critical for operation.
>> > > 3) NameNode - We are running hadoop 0.8 - I have read that NameNode
>> is a
>> > > single point of failure and we should really be running two name
>> node(s)
>> > so
>> > > we can failover. Is it fine to run these on the region servers ?
>> > > 4) Our current application involves long row/column - 24-32 bytes with
>> > 0-1
>> > > bytes of values. Should we be using a different key encoding than the
>> > > default encoding ? What advantages could it buy us ?
>> > >
>> > > We are currently using amazon EMR for testing purposes which runs
>> hbase
>> > > 0.92. If it works well, we would like to configure our own cluster
>> with
>> > > probably the latest version of hbase which appears to be 0.94 at the
>> > > moment.
>> > >
>> > > Thanks
>> > > Varun
>> > >
>> >
>>
>
>
>
> --
> Kevin O'Dell
> Customer Operations Engineer, Cloudera
>
--
Kevin O'Dell
Customer Operations Engineer, Cloudera
Re: Hbase cluster for serving real time site traffic
Posted by Kevin O'dell <ke...@cloudera.com>.
Varun,
I will take a shot at answering this:
1) It seems hbase starts only one zookeeper on the master node - which is
critical for operation - how many zookeepers should I use and can I run
those on the region servers ? <-- 3 and they should be on dedicated servers
for a real production environment.
2) How many masters to use - does hbase support multiple masters (primary
and secondary) within the same cluster ? From my understanding, master
availability is not critical for operation. <--2 if you lose the master you
lose HBase. The Master is VERY critical.
3) NameNode - We are running hadoop 0.8 - I have read that NameNode is a
single point of failure and we should really be running two name node(s) so
we can failover. Is it fine to run these on the region servers ? 2, you
will want to use HA for a real production workload. The SNN(Secondary Name
Node) is a very misleading name.
So, yes, secondary NameNode is probably more critical than the secondary
master - since the master is only responsible for metadata changes/region
splits/table creation etc and not for writes/reads. <--- This is not
correct. The Secondary Name Node is not a failover node. You will want to
use a release that has HA to guarantee availability at the NN level. The
master is in charge of META data operations, but also with out the Master
the RS will not continue to just work. It is very important to have two
masters.
I will defer Jean-Marc on the Schema designs.
On Tue, Oct 30, 2012 at 1:03 PM, Varun Sharma <va...@pinterest.com> wrote:
> Thanks for the tips.
>
> So, yes, secondary NameNode is probably more critical than the secondary
> master - since the master is only responsible for metadata changes/region
> splits/table creation etc and not for writes/reads.
>
> Regarding the keys question - i meant that the (row + column) length is
> 24-32 bytes and the value length is 0-1 bytes. Currently, we have a cluster
> running with all the data loaded into hbase but it all runs with default
> settings.
>
> Thanks
> Varun
>
> On Tue, Oct 30, 2012 at 10:53 AM, Jean-Marc Spaggiari <
> jean-marc@spaggiari.org> wrote:
>
> > My 2¢.
> >
> > 1) You need an odd number of ZooKeeper nodes. So 3 is the minimum
> > recommanded for production.
> > 2) Yes, you have Master and SecondaryMaster. And it's also recommanded
> > to have one of each. And the master is critical. If you are loosing
> > it, you are loosing your cluster.
> > 3) NameNode is hadoop, not hbase. You should follow hadoop
> > recommandations. Like you have secondarymaster, you have
> > secondarynamenode. So I think you should have as many
> > secondarynamenode as you have secondarymaster (on the same machine?).
> > 4) I'm not sure to understanding this question. Key are binary. Array
> > of bytes. So 32 0-1 bytes is a 3 bytes long array. It's not a lot.
> > This will only give you 2^32 different rows. You will have to
> > pre-split them, or you will end with almost all of them on the same
> > regionserver?
> >
> > JM
> >
> > 2012/10/30, Varun Sharma <va...@pinterest.com>:
> > > Hi,
> > >
> > > We are planning to experiment with a cluster for serving production
> > traffic
> > > using hbase for pinterest. We are starting off with a 10 region server
> +
> > 1
> > > master cluster on Amazon EMR version 0.92. I had some very naive
> > questions
> > > (primarily around points of failure):
> > >
> > > 1) It seems hbase starts only one zookeeper on the master node - which
> is
> > > critical for operation - how many zookeepers should I use and can I run
> > > those on the region servers ?
> > > 2) How many masters to use - does hbase support multiple masters
> (primary
> > > and secondary) within the same cluster ? From my understanding, master
> > > availability is not critical for operation.
> > > 3) NameNode - We are running hadoop 0.8 - I have read that NameNode is
> a
> > > single point of failure and we should really be running two name
> node(s)
> > so
> > > we can failover. Is it fine to run these on the region servers ?
> > > 4) Our current application involves long row/column - 24-32 bytes with
> > 0-1
> > > bytes of values. Should we be using a different key encoding than the
> > > default encoding ? What advantages could it buy us ?
> > >
> > > We are currently using amazon EMR for testing purposes which runs hbase
> > > 0.92. If it works well, we would like to configure our own cluster with
> > > probably the latest version of hbase which appears to be 0.94 at the
> > > moment.
> > >
> > > Thanks
> > > Varun
> > >
> >
>
--
Kevin O'Dell
Customer Operations Engineer, Cloudera
Re: Hbase cluster for serving real time site traffic
Posted by Jeremy Carroll <ph...@gmail.com>.
In production you would want 3, 5, or 7, etc... ZK's (Odd number) for
Quorum reasons. They should be dedicated on a machine, but it does not have
to be a very big one. Updated to ZK are applied to disk before they are in
memory for recoverability, so having faster disks helps once you start
getting more ZK traffic. Once you go to production 3 nodes should be fine (
http://zookeeper.apache.org/doc/r3.2.2/zookeeperOver.html#Implementation).
On Thu, Nov 1, 2012 at 1:01 AM, Varun Sharma <va...@pinterest.com> wrote:
> Thanks all for the helpful comments. I read up on HA and was wondering if
> there are good tools for setting up a HA HDFS + Hbase cluster on EC2
> quickly. From my reading, it appears that tools like Whirr still have
> issues with bringing up the secondary NN on a different machine etc. Also
> for availability, would Master-Slave replication or Master-Master
> replication be a substitute for having the secondary NN.
>
> For zookeeper, should the servers be running ZK only or is it fine to share
> with other services like the master ? Also, is it better to have a
> dedicated zookeeper cluster per hbase cluster ?
>
> Thanks
> Varun
>
> On Tue, Oct 30, 2012 at 1:20 PM, Marcos Ortiz <ml...@uci.cu> wrote:
>
> > Regards, Varun, answers in line
> >
> > On 10/30/2012 01:03 PM, Varun Sharma wrote:
> >
> > Thanks for the tips.
> >
> > So, yes, secondary NameNode is probably more critical than the secondary
> > master - since the master is only responsible for metadata changes/region
> > splits/table creation etc and not for writes/reads.
> >
> > Exactly, you have to create a good HA strategy for these nodes (Master
> > and Secondary Master)
> >
> >
> > Regarding the keys question - i meant that the (row + column) length is
> > 24-32 bytes and the value length is 0-1 bytes. Currently, we have a
> cluster
> > running with all the data loaded into hbase but it all runs with default
> > settings.
> >
> > There are many areas that you can optimize in a HBase cluster:
> > - Write operations
> > - Compactions and Split optimization
> > - Region Servers size
> > - Snappy compression
> > - Schema design
> > - Use of Block caching to Scan optimization
> > - Use of asynchronous clients for HBase operations (asynchbase for
> > example[1])
> > etc
> >
> > The excellent Lars's book: "HBase: The Definitive Guide" has a completed
> > chapter for this tricky topic (Chapter 11)
> >
> > Some additional resources:
> >
> > [1] https://github.com/stumbleupon/asynchbase
> > https://github.com/twitter/finagle
> > http://gbif.blogspot.com/2012/02/performance-evaluation-of-hbase.html
> > http://gbif.blogspot.com/2012/02/monitoring-hadoop-and-hbase.html
> > http://www.cloudera.com/blog/2011/04/hbase-dos-and-donts/
> >
> > Look at Slidehare all tagged presentations from the last HBaseCon, for
> > example the Benoit's talk about
> > "Lessons learned from OpenTSDB" and Lars Hofhansl's "HBase Schema
> Design":
> > http://www.slideshare.net/cloudera/tag/hbasecon-2012
> >
> > Best wishes
> >
> > Thanks
> > Varun
> >
> > On Tue, Oct 30, 2012 at 10:53 AM, Jean-Marc Spaggiari <
> jean-marc@spaggiari.org> wrote:
> >
> >
> > My 2¢.
> >
> > 1) You need an odd number of ZooKeeper nodes. So 3 is the minimum
> > recommanded for production.
> > 2) Yes, you have Master and SecondaryMaster. And it's also recommanded
> > to have one of each. And the master is critical. If you are loosing
> > it, you are loosing your cluster.
> > 3) NameNode is hadoop, not hbase. You should follow hadoop
> > recommandations. Like you have secondarymaster, you have
> > secondarynamenode. So I think you should have as many
> > secondarynamenode as you have secondarymaster (on the same machine?).
> > 4) I'm not sure to understanding this question. Key are binary. Array
> > of bytes. So 32 0-1 bytes is a 3 bytes long array. It's not a lot.
> > This will only give you 2^32 different rows. You will have to
> > pre-split them, or you will end with almost all of them on the same
> > regionserver?
> >
> > JM
> >
> > 2012/10/30, Varun Sharma <va...@pinterest.com> <va...@pinterest.com>:
> >
> > Hi,
> >
> > We are planning to experiment with a cluster for serving production
> >
> > traffic
> >
> > using hbase for pinterest. We are starting off with a 10 region server +
> >
> > 1
> >
> > master cluster on Amazon EMR version 0.92. I had some very naive
> >
> > questions
> >
> > (primarily around points of failure):
> >
> > 1) It seems hbase starts only one zookeeper on the master node - which is
> > critical for operation - how many zookeepers should I use and can I run
> > those on the region servers ?
> > 2) How many masters to use - does hbase support multiple masters (primary
> > and secondary) within the same cluster ? From my understanding, master
> > availability is not critical for operation.
> > 3) NameNode - We are running hadoop 0.8 - I have read that NameNode is a
> > single point of failure and we should really be running two name node(s)
> >
> > so
> >
> > we can failover. Is it fine to run these on the region servers ?
> > 4) Our current application involves long row/column - 24-32 bytes with
> >
> > 0-1
> >
> > bytes of values. Should we be using a different key encoding than the
> > default encoding ? What advantages could it buy us ?
> >
> > We are currently using amazon EMR for testing purposes which runs hbase
> > 0.92. If it works well, we would like to configure our own cluster with
> > probably the latest version of hbase which appears to be 0.94 at the
> > moment.
> >
> > Thanks
> > Varun
> >
> >
> > 10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS
> INFORMATICAS...
> > CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
> > http://www.uci.cuhttp://
> www.facebook.com/universidad.ucihttp://www.flickr.com/photos/universidad_uci
> >
> >
> > --
> > **
> >
> > Marcos Luis Ortíz Valmaseda
> > about.me/marcosortiz
> > @marcosluis2186 <http://twitter.com/marcosluis2186>
> > **
> >
> > <http://www.uci.cu/>
> >
> >
>
Re: Hbase cluster for serving real time site traffic
Posted by Patrick Angeles <pa...@cloudera.com>.
I should have added, that, if you have one host for all the master roles
(NN, JT, HMaster) then you may as well go with a single ZK node (quorum =
1) on that same server.
On Thu, Nov 1, 2012 at 3:11 PM, Patrick Angeles <pa...@cloudera.com>wrote:
>
>
> On Thu, Nov 1, 2012 at 1:09 PM, Leonid Fedotov <lf...@hortonworks.com>wrote:
>
>> Varun,
>> for HA NameNode you may want to look at Hortonworks HDP 1.1 release. It
>> supported on vSphere and on RedHat HA cluster.
>> HDP 1.1 based on Hadoop 1.0.3 and fully certified for production
>> environments.
>> Do not forget, Hadoop 2.0 is still in alpha testing stage and a can not
>> be recommended for production systems.
>>
>
> HA Namenode is actually running in a number of HBase production systems.
>
>
>> As of ZK nodes:
>> depending on the amount of ZK traffic, you may not need to put it to the
>> separate nodes, it could easily coexist with DN .
>>
>
> This is a very bad idea. You should never co-locate ZK on a worker node,
> as it can starve of CPU or IOPs and time-out (thereby causing cascading
> failures). This can happen, for example, when someone submits an MR job.
>
>
>> However, it is better to split NN and HBmaster to separate nodes. Like NN
>> on one node and HB Master and JT on other node.
>>
>
> Why? The HMaster exerts very little load on the host. If you have three
> masters and want HA, you can have the following config:
>
> Host 1: Primary NN, HMaster1, ZK1
> Host 2: Standby NN, HMaster2, ZK2
> Host 3: JT, HMaster3, ZK3
>
>
>>
>> Thank you!
>>
>> Sincerely,
>> Leonid Fedotov
>> Technical Support Engineer
>> lfedotov@hortonworks.com
>> office: +1 855 846 7866 ext 292
>> mobile: +1 650 430 1673
>>
>> On Nov 1, 2012, at 4:17 AM, Marcos Ortiz Valmaseda wrote:
>>
>> > Regards, Varun.
>> > 1- I think that you should take a look to the Cloudera Manager for CDH
>> 4.1 to create a
>> > HA HDFS enviroment. Remember that the version 2.0.x is not ready for
>> production yet. The stable version is Hadoop 1.0.4 with HBase 0.94.2
>> >
>> > 2- Yes, a recommended practice is to have a separate Zookeeper ensemble
>> (three, five or seven are good numbers for the ensemble) from your NN, HB
>> Master. For example:
>> > - 1 NN/HB Master, JT
>> > - 5 DN, HR Servers, TT
>> > - 3 nodes for the Zookeeper quorum.
>> >
>> > Best wishes.
>> >
>> > ----- Mensaje original -----
>> > De: Varun Sharma <va...@pinterest.com>
>> > Para: Marcos Ortiz <ml...@uci.cu>, kevin odell <
>> kevin.odell@cloudera.com>
>> > CC: user@hbase.apache.org
>> > Enviado: Thu, 01 Nov 2012 03:01:55 -0500 (CST)
>> > Asunto: Re: Hbase cluster for serving real time site traffic
>> >
>> > Thanks all for the helpful comments. I read up on HA and was wondering
>> if
>> > there are good tools for setting up a HA HDFS + Hbase cluster on EC2
>> > quickly. From my reading, it appears that tools like Whirr still have
>> > issues with bringing up the secondary NN on a different machine etc.
>> Also
>> > for availability, would Master-Slave replication or Master-Master
>> > replication be a substitute for having the secondary NN.
>> >
>> > For zookeeper, should the servers be running ZK only or is it fine to
>> share
>> > with other services like the master ? Also, is it better to have a
>> > dedicated zookeeper cluster per hbase cluster ?
>> >
>> > Thanks
>> > Varun
>> >
>> > On Tue, Oct 30, 2012 at 1:20 PM, Marcos Ortiz <ml...@uci.cu> wrote:
>> >
>> >> Regards, Varun, answers in line
>> >>
>> >> On 10/30/2012 01:03 PM, Varun Sharma wrote:
>> >>
>> >> Thanks for the tips.
>> >>
>> >> So, yes, secondary NameNode is probably more critical than the
>> secondary
>> >> master - since the master is only responsible for metadata
>> changes/region
>> >> splits/table creation etc and not for writes/reads.
>> >>
>> >> Exactly, you have to create a good HA strategy for these nodes (Master
>> >> and Secondary Master)
>> >>
>> >>
>> >> Regarding the keys question - i meant that the (row + column) length is
>> >> 24-32 bytes and the value length is 0-1 bytes. Currently, we have a
>> cluster
>> >> running with all the data loaded into hbase but it all runs with
>> default
>> >> settings.
>> >>
>> >> There are many areas that you can optimize in a HBase cluster:
>> >> - Write operations
>> >> - Compactions and Split optimization
>> >> - Region Servers size
>> >> - Snappy compression
>> >> - Schema design
>> >> - Use of Block caching to Scan optimization
>> >> - Use of asynchronous clients for HBase operations (asynchbase for
>> >> example[1])
>> >> etc
>> >>
>> >> The excellent Lars's book: "HBase: The Definitive Guide" has a
>> completed
>> >> chapter for this tricky topic (Chapter 11)
>> >>
>> >> Some additional resources:
>> >>
>> >> [1] https://github.com/stumbleupon/asynchbase
>> >> https://github.com/twitter/finagle
>> >> http://gbif.blogspot.com/2012/02/performance-evaluation-of-hbase.html
>> >> http://gbif.blogspot.com/2012/02/monitoring-hadoop-and-hbase.html
>> >> http://www.cloudera.com/blog/2011/04/hbase-dos-and-donts/
>> >>
>> >> Look at Slidehare all tagged presentations from the last HBaseCon, for
>> >> example the Benoit's talk about
>> >> "Lessons learned from OpenTSDB" and Lars Hofhansl's "HBase Schema
>> Design":
>> >> http://www.slideshare.net/cloudera/tag/hbasecon-2012
>> >>
>> >> Best wishes
>> >>
>> >> Thanks
>> >> Varun
>> >>
>> >> On Tue, Oct 30, 2012 at 10:53 AM, Jean-Marc Spaggiari <
>> jean-marc@spaggiari.org> wrote:
>> >>
>> >>
>> >> My 2¢.
>> >>
>> >> 1) You need an odd number of ZooKeeper nodes. So 3 is the minimum
>> >> recommanded for production.
>> >> 2) Yes, you have Master and SecondaryMaster. And it's also recommanded
>> >> to have one of each. And the master is critical. If you are loosing
>> >> it, you are loosing your cluster.
>> >> 3) NameNode is hadoop, not hbase. You should follow hadoop
>> >> recommandations. Like you have secondarymaster, you have
>> >> secondarynamenode. So I think you should have as many
>> >> secondarynamenode as you have secondarymaster (on the same machine?).
>> >> 4) I'm not sure to understanding this question. Key are binary. Array
>> >> of bytes. So 32 0-1 bytes is a 3 bytes long array. It's not a lot.
>> >> This will only give you 2^32 different rows. You will have to
>> >> pre-split them, or you will end with almost all of them on the same
>> >> regionserver?
>> >>
>> >> JM
>> >>
>> >> 2012/10/30, Varun Sharma <va...@pinterest.com> <va...@pinterest.com>:
>> >>
>> >> Hi,
>> >>
>> >> We are planning to experiment with a cluster for serving production
>> >>
>> >> traffic
>> >>
>> >> using hbase for pinterest. We are starting off with a 10 region server
>> +
>> >>
>> >> 1
>> >>
>> >> master cluster on Amazon EMR version 0.92. I had some very naive
>> >>
>> >> questions
>> >>
>> >> (primarily around points of failure):
>> >>
>> >> 1) It seems hbase starts only one zookeeper on the master node - which
>> is
>> >> critical for operation - how many zookeepers should I use and can I run
>> >> those on the region servers ?
>> >> 2) How many masters to use - does hbase support multiple masters
>> (primary
>> >> and secondary) within the same cluster ? From my understanding, master
>> >> availability is not critical for operation.
>> >> 3) NameNode - We are running hadoop 0.8 - I have read that NameNode is
>> a
>> >> single point of failure and we should really be running two name
>> node(s)
>> >>
>> >> so
>> >>
>> >> we can failover. Is it fine to run these on the region servers ?
>> >> 4) Our current application involves long row/column - 24-32 bytes with
>> >>
>> >> 0-1
>> >>
>> >> bytes of values. Should we be using a different key encoding than the
>> >> default encoding ? What advantages could it buy us ?
>> >>
>> >> We are currently using amazon EMR for testing purposes which runs hbase
>> >> 0.92. If it works well, we would like to configure our own cluster with
>> >> probably the latest version of hbase which appears to be 0.94 at the
>> >> moment.
>> >>
>> >> Thanks
>> >> Varun
>> >>
>> >>
>> >> 10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS
>> INFORMATICAS...
>> >> CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
>> >> http://www.uci.cuhttp://
>> www.facebook.com/universidad.ucihttp://www.flickr.com/photos/universidad_uci
>> >>
>> >>
>> >> --
>> >> **
>> >>
>> >> Marcos Luis Ortíz Valmaseda
>> >> about.me/marcosortiz
>> >> @marcosluis2186 <http://twitter.com/marcosluis2186>
>> >> **
>> >>
>> >> <http://www.uci.cu/>
>> >>
>> >>
>> >
>> >
>> > 10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS
>> INFORMATICAS...
>> > CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
>> >
>> > http://www.uci.cu
>> > http://www.facebook.com/universidad.uci
>> > http://www.flickr.com/photos/universidad_uci
>> >
>> >
>> >
>> > 10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS
>> INFORMATICAS...
>> > CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
>> >
>> > http://www.uci.cu
>> > http://www.facebook.com/universidad.uci
>> > http://www.flickr.com/photos/universidad_uci
>>
>>
>
Re: Hbase cluster for serving real time site traffic
Posted by Patrick Angeles <pa...@cloudera.com>.
On Thu, Nov 1, 2012 at 1:09 PM, Leonid Fedotov <lf...@hortonworks.com>wrote:
> Varun,
> for HA NameNode you may want to look at Hortonworks HDP 1.1 release. It
> supported on vSphere and on RedHat HA cluster.
> HDP 1.1 based on Hadoop 1.0.3 and fully certified for production
> environments.
> Do not forget, Hadoop 2.0 is still in alpha testing stage and a can not be
> recommended for production systems.
>
HA Namenode is actually running in a number of HBase production systems.
> As of ZK nodes:
> depending on the amount of ZK traffic, you may not need to put it to the
> separate nodes, it could easily coexist with DN .
>
This is a very bad idea. You should never co-locate ZK on a worker node, as
it can starve of CPU or IOPs and time-out (thereby causing cascading
failures). This can happen, for example, when someone submits an MR job.
> However, it is better to split NN and HBmaster to separate nodes. Like NN
> on one node and HB Master and JT on other node.
>
Why? The HMaster exerts very little load on the host. If you have three
masters and want HA, you can have the following config:
Host 1: Primary NN, HMaster1, ZK1
Host 2: Standby NN, HMaster2, ZK2
Host 3: JT, HMaster3, ZK3
>
> Thank you!
>
> Sincerely,
> Leonid Fedotov
> Technical Support Engineer
> lfedotov@hortonworks.com
> office: +1 855 846 7866 ext 292
> mobile: +1 650 430 1673
>
> On Nov 1, 2012, at 4:17 AM, Marcos Ortiz Valmaseda wrote:
>
> > Regards, Varun.
> > 1- I think that you should take a look to the Cloudera Manager for CDH
> 4.1 to create a
> > HA HDFS enviroment. Remember that the version 2.0.x is not ready for
> production yet. The stable version is Hadoop 1.0.4 with HBase 0.94.2
> >
> > 2- Yes, a recommended practice is to have a separate Zookeeper ensemble
> (three, five or seven are good numbers for the ensemble) from your NN, HB
> Master. For example:
> > - 1 NN/HB Master, JT
> > - 5 DN, HR Servers, TT
> > - 3 nodes for the Zookeeper quorum.
> >
> > Best wishes.
> >
> > ----- Mensaje original -----
> > De: Varun Sharma <va...@pinterest.com>
> > Para: Marcos Ortiz <ml...@uci.cu>, kevin odell <
> kevin.odell@cloudera.com>
> > CC: user@hbase.apache.org
> > Enviado: Thu, 01 Nov 2012 03:01:55 -0500 (CST)
> > Asunto: Re: Hbase cluster for serving real time site traffic
> >
> > Thanks all for the helpful comments. I read up on HA and was wondering if
> > there are good tools for setting up a HA HDFS + Hbase cluster on EC2
> > quickly. From my reading, it appears that tools like Whirr still have
> > issues with bringing up the secondary NN on a different machine etc. Also
> > for availability, would Master-Slave replication or Master-Master
> > replication be a substitute for having the secondary NN.
> >
> > For zookeeper, should the servers be running ZK only or is it fine to
> share
> > with other services like the master ? Also, is it better to have a
> > dedicated zookeeper cluster per hbase cluster ?
> >
> > Thanks
> > Varun
> >
> > On Tue, Oct 30, 2012 at 1:20 PM, Marcos Ortiz <ml...@uci.cu> wrote:
> >
> >> Regards, Varun, answers in line
> >>
> >> On 10/30/2012 01:03 PM, Varun Sharma wrote:
> >>
> >> Thanks for the tips.
> >>
> >> So, yes, secondary NameNode is probably more critical than the secondary
> >> master - since the master is only responsible for metadata
> changes/region
> >> splits/table creation etc and not for writes/reads.
> >>
> >> Exactly, you have to create a good HA strategy for these nodes (Master
> >> and Secondary Master)
> >>
> >>
> >> Regarding the keys question - i meant that the (row + column) length is
> >> 24-32 bytes and the value length is 0-1 bytes. Currently, we have a
> cluster
> >> running with all the data loaded into hbase but it all runs with default
> >> settings.
> >>
> >> There are many areas that you can optimize in a HBase cluster:
> >> - Write operations
> >> - Compactions and Split optimization
> >> - Region Servers size
> >> - Snappy compression
> >> - Schema design
> >> - Use of Block caching to Scan optimization
> >> - Use of asynchronous clients for HBase operations (asynchbase for
> >> example[1])
> >> etc
> >>
> >> The excellent Lars's book: "HBase: The Definitive Guide" has a completed
> >> chapter for this tricky topic (Chapter 11)
> >>
> >> Some additional resources:
> >>
> >> [1] https://github.com/stumbleupon/asynchbase
> >> https://github.com/twitter/finagle
> >> http://gbif.blogspot.com/2012/02/performance-evaluation-of-hbase.html
> >> http://gbif.blogspot.com/2012/02/monitoring-hadoop-and-hbase.html
> >> http://www.cloudera.com/blog/2011/04/hbase-dos-and-donts/
> >>
> >> Look at Slidehare all tagged presentations from the last HBaseCon, for
> >> example the Benoit's talk about
> >> "Lessons learned from OpenTSDB" and Lars Hofhansl's "HBase Schema
> Design":
> >> http://www.slideshare.net/cloudera/tag/hbasecon-2012
> >>
> >> Best wishes
> >>
> >> Thanks
> >> Varun
> >>
> >> On Tue, Oct 30, 2012 at 10:53 AM, Jean-Marc Spaggiari <
> jean-marc@spaggiari.org> wrote:
> >>
> >>
> >> My 2¢.
> >>
> >> 1) You need an odd number of ZooKeeper nodes. So 3 is the minimum
> >> recommanded for production.
> >> 2) Yes, you have Master and SecondaryMaster. And it's also recommanded
> >> to have one of each. And the master is critical. If you are loosing
> >> it, you are loosing your cluster.
> >> 3) NameNode is hadoop, not hbase. You should follow hadoop
> >> recommandations. Like you have secondarymaster, you have
> >> secondarynamenode. So I think you should have as many
> >> secondarynamenode as you have secondarymaster (on the same machine?).
> >> 4) I'm not sure to understanding this question. Key are binary. Array
> >> of bytes. So 32 0-1 bytes is a 3 bytes long array. It's not a lot.
> >> This will only give you 2^32 different rows. You will have to
> >> pre-split them, or you will end with almost all of them on the same
> >> regionserver?
> >>
> >> JM
> >>
> >> 2012/10/30, Varun Sharma <va...@pinterest.com> <va...@pinterest.com>:
> >>
> >> Hi,
> >>
> >> We are planning to experiment with a cluster for serving production
> >>
> >> traffic
> >>
> >> using hbase for pinterest. We are starting off with a 10 region server +
> >>
> >> 1
> >>
> >> master cluster on Amazon EMR version 0.92. I had some very naive
> >>
> >> questions
> >>
> >> (primarily around points of failure):
> >>
> >> 1) It seems hbase starts only one zookeeper on the master node - which
> is
> >> critical for operation - how many zookeepers should I use and can I run
> >> those on the region servers ?
> >> 2) How many masters to use - does hbase support multiple masters
> (primary
> >> and secondary) within the same cluster ? From my understanding, master
> >> availability is not critical for operation.
> >> 3) NameNode - We are running hadoop 0.8 - I have read that NameNode is a
> >> single point of failure and we should really be running two name node(s)
> >>
> >> so
> >>
> >> we can failover. Is it fine to run these on the region servers ?
> >> 4) Our current application involves long row/column - 24-32 bytes with
> >>
> >> 0-1
> >>
> >> bytes of values. Should we be using a different key encoding than the
> >> default encoding ? What advantages could it buy us ?
> >>
> >> We are currently using amazon EMR for testing purposes which runs hbase
> >> 0.92. If it works well, we would like to configure our own cluster with
> >> probably the latest version of hbase which appears to be 0.94 at the
> >> moment.
> >>
> >> Thanks
> >> Varun
> >>
> >>
> >> 10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS
> INFORMATICAS...
> >> CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
> >> http://www.uci.cuhttp://
> www.facebook.com/universidad.ucihttp://www.flickr.com/photos/universidad_uci
> >>
> >>
> >> --
> >> **
> >>
> >> Marcos Luis Ortíz Valmaseda
> >> about.me/marcosortiz
> >> @marcosluis2186 <http://twitter.com/marcosluis2186>
> >> **
> >>
> >> <http://www.uci.cu/>
> >>
> >>
> >
> >
> > 10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS
> INFORMATICAS...
> > CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
> >
> > http://www.uci.cu
> > http://www.facebook.com/universidad.uci
> > http://www.flickr.com/photos/universidad_uci
> >
> >
> >
> > 10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS
> INFORMATICAS...
> > CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
> >
> > http://www.uci.cu
> > http://www.facebook.com/universidad.uci
> > http://www.flickr.com/photos/universidad_uci
>
>
Re: Hbase cluster for serving real time site traffic
Posted by Stack <st...@duboce.net>.
On Thu, Nov 1, 2012 at 10:09 AM, Leonid Fedotov <lf...@hortonworks.com>wrote:
> Varun,
> for HA NameNode you may want to look at Hortonworks HDP 1.1 release. It
> supported on vSphere and on RedHat HA cluster.
> HDP 1.1 based on Hadoop 1.0.3 and fully certified for production
> environments.
> Do not forget, Hadoop 2.0 is still in alpha testing stage and a can not be
> recommended for production systems.
>
>
Hey Leonid:
We try to keep these mailing lists sales pitch free. Please refrain from
posting commercial pitches like the above. If we start to slip at all on
this rule, all vendors will think they have license to start dumping the
merits of their wares here and this list will fail to pass my spam filter.
I'd like to avoid that.
Thanks,
St.Ack
Re: Hbase cluster for serving real time site traffic
Posted by Leonid Fedotov <lf...@hortonworks.com>.
Varun,
for HA NameNode you may want to look at Hortonworks HDP 1.1 release. It supported on vSphere and on RedHat HA cluster.
HDP 1.1 based on Hadoop 1.0.3 and fully certified for production environments.
Do not forget, Hadoop 2.0 is still in alpha testing stage and a can not be recommended for production systems.
As of ZK nodes:
depending on the amount of ZK traffic, you may not need to put it to the separate nodes, it could easily coexist with DN .
However, it is better to split NN and HBmaster to separate nodes. Like NN on one node and HB Master and JT on other node.
Thank you!
Sincerely,
Leonid Fedotov
Technical Support Engineer
lfedotov@hortonworks.com
office: +1 855 846 7866 ext 292
mobile: +1 650 430 1673
On Nov 1, 2012, at 4:17 AM, Marcos Ortiz Valmaseda wrote:
> Regards, Varun.
> 1- I think that you should take a look to the Cloudera Manager for CDH 4.1 to create a
> HA HDFS enviroment. Remember that the version 2.0.x is not ready for production yet. The stable version is Hadoop 1.0.4 with HBase 0.94.2
>
> 2- Yes, a recommended practice is to have a separate Zookeeper ensemble (three, five or seven are good numbers for the ensemble) from your NN, HB Master. For example:
> - 1 NN/HB Master, JT
> - 5 DN, HR Servers, TT
> - 3 nodes for the Zookeeper quorum.
>
> Best wishes.
>
> ----- Mensaje original -----
> De: Varun Sharma <va...@pinterest.com>
> Para: Marcos Ortiz <ml...@uci.cu>, kevin odell <ke...@cloudera.com>
> CC: user@hbase.apache.org
> Enviado: Thu, 01 Nov 2012 03:01:55 -0500 (CST)
> Asunto: Re: Hbase cluster for serving real time site traffic
>
> Thanks all for the helpful comments. I read up on HA and was wondering if
> there are good tools for setting up a HA HDFS + Hbase cluster on EC2
> quickly. From my reading, it appears that tools like Whirr still have
> issues with bringing up the secondary NN on a different machine etc. Also
> for availability, would Master-Slave replication or Master-Master
> replication be a substitute for having the secondary NN.
>
> For zookeeper, should the servers be running ZK only or is it fine to share
> with other services like the master ? Also, is it better to have a
> dedicated zookeeper cluster per hbase cluster ?
>
> Thanks
> Varun
>
> On Tue, Oct 30, 2012 at 1:20 PM, Marcos Ortiz <ml...@uci.cu> wrote:
>
>> Regards, Varun, answers in line
>>
>> On 10/30/2012 01:03 PM, Varun Sharma wrote:
>>
>> Thanks for the tips.
>>
>> So, yes, secondary NameNode is probably more critical than the secondary
>> master - since the master is only responsible for metadata changes/region
>> splits/table creation etc and not for writes/reads.
>>
>> Exactly, you have to create a good HA strategy for these nodes (Master
>> and Secondary Master)
>>
>>
>> Regarding the keys question - i meant that the (row + column) length is
>> 24-32 bytes and the value length is 0-1 bytes. Currently, we have a cluster
>> running with all the data loaded into hbase but it all runs with default
>> settings.
>>
>> There are many areas that you can optimize in a HBase cluster:
>> - Write operations
>> - Compactions and Split optimization
>> - Region Servers size
>> - Snappy compression
>> - Schema design
>> - Use of Block caching to Scan optimization
>> - Use of asynchronous clients for HBase operations (asynchbase for
>> example[1])
>> etc
>>
>> The excellent Lars's book: "HBase: The Definitive Guide" has a completed
>> chapter for this tricky topic (Chapter 11)
>>
>> Some additional resources:
>>
>> [1] https://github.com/stumbleupon/asynchbase
>> https://github.com/twitter/finagle
>> http://gbif.blogspot.com/2012/02/performance-evaluation-of-hbase.html
>> http://gbif.blogspot.com/2012/02/monitoring-hadoop-and-hbase.html
>> http://www.cloudera.com/blog/2011/04/hbase-dos-and-donts/
>>
>> Look at Slidehare all tagged presentations from the last HBaseCon, for
>> example the Benoit's talk about
>> "Lessons learned from OpenTSDB" and Lars Hofhansl's "HBase Schema Design":
>> http://www.slideshare.net/cloudera/tag/hbasecon-2012
>>
>> Best wishes
>>
>> Thanks
>> Varun
>>
>> On Tue, Oct 30, 2012 at 10:53 AM, Jean-Marc Spaggiari <je...@spaggiari.org> wrote:
>>
>>
>> My 2¢.
>>
>> 1) You need an odd number of ZooKeeper nodes. So 3 is the minimum
>> recommanded for production.
>> 2) Yes, you have Master and SecondaryMaster. And it's also recommanded
>> to have one of each. And the master is critical. If you are loosing
>> it, you are loosing your cluster.
>> 3) NameNode is hadoop, not hbase. You should follow hadoop
>> recommandations. Like you have secondarymaster, you have
>> secondarynamenode. So I think you should have as many
>> secondarynamenode as you have secondarymaster (on the same machine?).
>> 4) I'm not sure to understanding this question. Key are binary. Array
>> of bytes. So 32 0-1 bytes is a 3 bytes long array. It's not a lot.
>> This will only give you 2^32 different rows. You will have to
>> pre-split them, or you will end with almost all of them on the same
>> regionserver?
>>
>> JM
>>
>> 2012/10/30, Varun Sharma <va...@pinterest.com> <va...@pinterest.com>:
>>
>> Hi,
>>
>> We are planning to experiment with a cluster for serving production
>>
>> traffic
>>
>> using hbase for pinterest. We are starting off with a 10 region server +
>>
>> 1
>>
>> master cluster on Amazon EMR version 0.92. I had some very naive
>>
>> questions
>>
>> (primarily around points of failure):
>>
>> 1) It seems hbase starts only one zookeeper on the master node - which is
>> critical for operation - how many zookeepers should I use and can I run
>> those on the region servers ?
>> 2) How many masters to use - does hbase support multiple masters (primary
>> and secondary) within the same cluster ? From my understanding, master
>> availability is not critical for operation.
>> 3) NameNode - We are running hadoop 0.8 - I have read that NameNode is a
>> single point of failure and we should really be running two name node(s)
>>
>> so
>>
>> we can failover. Is it fine to run these on the region servers ?
>> 4) Our current application involves long row/column - 24-32 bytes with
>>
>> 0-1
>>
>> bytes of values. Should we be using a different key encoding than the
>> default encoding ? What advantages could it buy us ?
>>
>> We are currently using amazon EMR for testing purposes which runs hbase
>> 0.92. If it works well, we would like to configure our own cluster with
>> probably the latest version of hbase which appears to be 0.94 at the
>> moment.
>>
>> Thanks
>> Varun
>>
>>
>> 10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS INFORMATICAS...
>> CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
>> http://www.uci.cuhttp://www.facebook.com/universidad.ucihttp://www.flickr.com/photos/universidad_uci
>>
>>
>> --
>> **
>>
>> Marcos Luis Ortíz Valmaseda
>> about.me/marcosortiz
>> @marcosluis2186 <http://twitter.com/marcosluis2186>
>> **
>>
>> <http://www.uci.cu/>
>>
>>
>
>
> 10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS INFORMATICAS...
> CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
>
> http://www.uci.cu
> http://www.facebook.com/universidad.uci
> http://www.flickr.com/photos/universidad_uci
>
>
>
> 10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS INFORMATICAS...
> CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
>
> http://www.uci.cu
> http://www.facebook.com/universidad.uci
> http://www.flickr.com/photos/universidad_uci
Re: Hbase cluster for serving real time site traffic
Posted by Marcos Ortiz Valmaseda <ml...@uci.cu>.
Regards, Varun.
1- I think that you should take a look to the Cloudera Manager for CDH 4.1 to create a
HA HDFS enviroment. Remember that the version 2.0.x is not ready for production yet. The stable version is Hadoop 1.0.4 with HBase 0.94.2
2- Yes, a recommended practice is to have a separate Zookeeper ensemble (three, five or seven are good numbers for the ensemble) from your NN, HB Master. For example:
- 1 NN/HB Master, JT
- 5 DN, HR Servers, TT
- 3 nodes for the Zookeeper quorum.
Best wishes.
----- Mensaje original -----
De: Varun Sharma <va...@pinterest.com>
Para: Marcos Ortiz <ml...@uci.cu>, kevin odell <ke...@cloudera.com>
CC: user@hbase.apache.org
Enviado: Thu, 01 Nov 2012 03:01:55 -0500 (CST)
Asunto: Re: Hbase cluster for serving real time site traffic
Thanks all for the helpful comments. I read up on HA and was wondering if
there are good tools for setting up a HA HDFS + Hbase cluster on EC2
quickly. From my reading, it appears that tools like Whirr still have
issues with bringing up the secondary NN on a different machine etc. Also
for availability, would Master-Slave replication or Master-Master
replication be a substitute for having the secondary NN.
For zookeeper, should the servers be running ZK only or is it fine to share
with other services like the master ? Also, is it better to have a
dedicated zookeeper cluster per hbase cluster ?
Thanks
Varun
On Tue, Oct 30, 2012 at 1:20 PM, Marcos Ortiz <ml...@uci.cu> wrote:
> Regards, Varun, answers in line
>
> On 10/30/2012 01:03 PM, Varun Sharma wrote:
>
> Thanks for the tips.
>
> So, yes, secondary NameNode is probably more critical than the secondary
> master - since the master is only responsible for metadata changes/region
> splits/table creation etc and not for writes/reads.
>
> Exactly, you have to create a good HA strategy for these nodes (Master
> and Secondary Master)
>
>
> Regarding the keys question - i meant that the (row + column) length is
> 24-32 bytes and the value length is 0-1 bytes. Currently, we have a cluster
> running with all the data loaded into hbase but it all runs with default
> settings.
>
> There are many areas that you can optimize in a HBase cluster:
> - Write operations
> - Compactions and Split optimization
> - Region Servers size
> - Snappy compression
> - Schema design
> - Use of Block caching to Scan optimization
> - Use of asynchronous clients for HBase operations (asynchbase for
> example[1])
> etc
>
> The excellent Lars's book: "HBase: The Definitive Guide" has a completed
> chapter for this tricky topic (Chapter 11)
>
> Some additional resources:
>
> [1] https://github.com/stumbleupon/asynchbase
> https://github.com/twitter/finagle
> http://gbif.blogspot.com/2012/02/performance-evaluation-of-hbase.html
> http://gbif.blogspot.com/2012/02/monitoring-hadoop-and-hbase.html
> http://www.cloudera.com/blog/2011/04/hbase-dos-and-donts/
>
> Look at Slidehare all tagged presentations from the last HBaseCon, for
> example the Benoit's talk about
> "Lessons learned from OpenTSDB" and Lars Hofhansl's "HBase Schema Design":
> http://www.slideshare.net/cloudera/tag/hbasecon-2012
>
> Best wishes
>
> Thanks
> Varun
>
> On Tue, Oct 30, 2012 at 10:53 AM, Jean-Marc Spaggiari <je...@spaggiari.org> wrote:
>
>
> My 2¢.
>
> 1) You need an odd number of ZooKeeper nodes. So 3 is the minimum
> recommanded for production.
> 2) Yes, you have Master and SecondaryMaster. And it's also recommanded
> to have one of each. And the master is critical. If you are loosing
> it, you are loosing your cluster.
> 3) NameNode is hadoop, not hbase. You should follow hadoop
> recommandations. Like you have secondarymaster, you have
> secondarynamenode. So I think you should have as many
> secondarynamenode as you have secondarymaster (on the same machine?).
> 4) I'm not sure to understanding this question. Key are binary. Array
> of bytes. So 32 0-1 bytes is a 3 bytes long array. It's not a lot.
> This will only give you 2^32 different rows. You will have to
> pre-split them, or you will end with almost all of them on the same
> regionserver?
>
> JM
>
> 2012/10/30, Varun Sharma <va...@pinterest.com> <va...@pinterest.com>:
>
> Hi,
>
> We are planning to experiment with a cluster for serving production
>
> traffic
>
> using hbase for pinterest. We are starting off with a 10 region server +
>
> 1
>
> master cluster on Amazon EMR version 0.92. I had some very naive
>
> questions
>
> (primarily around points of failure):
>
> 1) It seems hbase starts only one zookeeper on the master node - which is
> critical for operation - how many zookeepers should I use and can I run
> those on the region servers ?
> 2) How many masters to use - does hbase support multiple masters (primary
> and secondary) within the same cluster ? From my understanding, master
> availability is not critical for operation.
> 3) NameNode - We are running hadoop 0.8 - I have read that NameNode is a
> single point of failure and we should really be running two name node(s)
>
> so
>
> we can failover. Is it fine to run these on the region servers ?
> 4) Our current application involves long row/column - 24-32 bytes with
>
> 0-1
>
> bytes of values. Should we be using a different key encoding than the
> default encoding ? What advantages could it buy us ?
>
> We are currently using amazon EMR for testing purposes which runs hbase
> 0.92. If it works well, we would like to configure our own cluster with
> probably the latest version of hbase which appears to be 0.94 at the
> moment.
>
> Thanks
> Varun
>
>
> 10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS INFORMATICAS...
> CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
> http://www.uci.cuhttp://www.facebook.com/universidad.ucihttp://www.flickr.com/photos/universidad_uci
>
>
> --
> **
>
> Marcos Luis Ortíz Valmaseda
> about.me/marcosortiz
> @marcosluis2186 <http://twitter.com/marcosluis2186>
> **
>
> <http://www.uci.cu/>
>
>
10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS INFORMATICAS...
CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
http://www.uci.cu
http://www.facebook.com/universidad.uci
http://www.flickr.com/photos/universidad_uci
10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS INFORMATICAS...
CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
http://www.uci.cu
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Re: Hbase cluster for serving real time site traffic
Posted by Varun Sharma <va...@pinterest.com>.
Thanks all for the helpful comments. I read up on HA and was wondering if
there are good tools for setting up a HA HDFS + Hbase cluster on EC2
quickly. From my reading, it appears that tools like Whirr still have
issues with bringing up the secondary NN on a different machine etc. Also
for availability, would Master-Slave replication or Master-Master
replication be a substitute for having the secondary NN.
For zookeeper, should the servers be running ZK only or is it fine to share
with other services like the master ? Also, is it better to have a
dedicated zookeeper cluster per hbase cluster ?
Thanks
Varun
On Tue, Oct 30, 2012 at 1:20 PM, Marcos Ortiz <ml...@uci.cu> wrote:
> Regards, Varun, answers in line
>
> On 10/30/2012 01:03 PM, Varun Sharma wrote:
>
> Thanks for the tips.
>
> So, yes, secondary NameNode is probably more critical than the secondary
> master - since the master is only responsible for metadata changes/region
> splits/table creation etc and not for writes/reads.
>
> Exactly, you have to create a good HA strategy for these nodes (Master
> and Secondary Master)
>
>
> Regarding the keys question - i meant that the (row + column) length is
> 24-32 bytes and the value length is 0-1 bytes. Currently, we have a cluster
> running with all the data loaded into hbase but it all runs with default
> settings.
>
> There are many areas that you can optimize in a HBase cluster:
> - Write operations
> - Compactions and Split optimization
> - Region Servers size
> - Snappy compression
> - Schema design
> - Use of Block caching to Scan optimization
> - Use of asynchronous clients for HBase operations (asynchbase for
> example[1])
> etc
>
> The excellent Lars's book: "HBase: The Definitive Guide" has a completed
> chapter for this tricky topic (Chapter 11)
>
> Some additional resources:
>
> [1] https://github.com/stumbleupon/asynchbase
> https://github.com/twitter/finagle
> http://gbif.blogspot.com/2012/02/performance-evaluation-of-hbase.html
> http://gbif.blogspot.com/2012/02/monitoring-hadoop-and-hbase.html
> http://www.cloudera.com/blog/2011/04/hbase-dos-and-donts/
>
> Look at Slidehare all tagged presentations from the last HBaseCon, for
> example the Benoit's talk about
> "Lessons learned from OpenTSDB" and Lars Hofhansl's "HBase Schema Design":
> http://www.slideshare.net/cloudera/tag/hbasecon-2012
>
> Best wishes
>
> Thanks
> Varun
>
> On Tue, Oct 30, 2012 at 10:53 AM, Jean-Marc Spaggiari <je...@spaggiari.org> wrote:
>
>
> My 2¢.
>
> 1) You need an odd number of ZooKeeper nodes. So 3 is the minimum
> recommanded for production.
> 2) Yes, you have Master and SecondaryMaster. And it's also recommanded
> to have one of each. And the master is critical. If you are loosing
> it, you are loosing your cluster.
> 3) NameNode is hadoop, not hbase. You should follow hadoop
> recommandations. Like you have secondarymaster, you have
> secondarynamenode. So I think you should have as many
> secondarynamenode as you have secondarymaster (on the same machine?).
> 4) I'm not sure to understanding this question. Key are binary. Array
> of bytes. So 32 0-1 bytes is a 3 bytes long array. It's not a lot.
> This will only give you 2^32 different rows. You will have to
> pre-split them, or you will end with almost all of them on the same
> regionserver?
>
> JM
>
> 2012/10/30, Varun Sharma <va...@pinterest.com> <va...@pinterest.com>:
>
> Hi,
>
> We are planning to experiment with a cluster for serving production
>
> traffic
>
> using hbase for pinterest. We are starting off with a 10 region server +
>
> 1
>
> master cluster on Amazon EMR version 0.92. I had some very naive
>
> questions
>
> (primarily around points of failure):
>
> 1) It seems hbase starts only one zookeeper on the master node - which is
> critical for operation - how many zookeepers should I use and can I run
> those on the region servers ?
> 2) How many masters to use - does hbase support multiple masters (primary
> and secondary) within the same cluster ? From my understanding, master
> availability is not critical for operation.
> 3) NameNode - We are running hadoop 0.8 - I have read that NameNode is a
> single point of failure and we should really be running two name node(s)
>
> so
>
> we can failover. Is it fine to run these on the region servers ?
> 4) Our current application involves long row/column - 24-32 bytes with
>
> 0-1
>
> bytes of values. Should we be using a different key encoding than the
> default encoding ? What advantages could it buy us ?
>
> We are currently using amazon EMR for testing purposes which runs hbase
> 0.92. If it works well, we would like to configure our own cluster with
> probably the latest version of hbase which appears to be 0.94 at the
> moment.
>
> Thanks
> Varun
>
>
> 10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS INFORMATICAS...
> CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
> http://www.uci.cuhttp://www.facebook.com/universidad.ucihttp://www.flickr.com/photos/universidad_uci
>
>
> --
> **
>
> Marcos Luis Ortíz Valmaseda
> about.me/marcosortiz
> @marcosluis2186 <http://twitter.com/marcosluis2186>
> **
>
> <http://www.uci.cu/>
>
>
Re: Hbase cluster for serving real time site traffic
Posted by Marcos Ortiz <ml...@uci.cu>.
Regards, Varun, answers in line
On 10/30/2012 01:03 PM, Varun Sharma wrote:
> Thanks for the tips.
>
> So, yes, secondary NameNode is probably more critical than the secondary
> master - since the master is only responsible for metadata changes/region
> splits/table creation etc and not for writes/reads.
Exactly, you have to create a good HA strategy for these nodes (Master
and Secondary Master)
>
> Regarding the keys question - i meant that the (row + column) length is
> 24-32 bytes and the value length is 0-1 bytes. Currently, we have a cluster
> running with all the data loaded into hbase but it all runs with default
> settings.
There are many areas that you can optimize in a HBase cluster:
- Write operations
- Compactions and Split optimization
- Region Servers size
- Snappy compression
- Schema design
- Use of Block caching to Scan optimization
- Use of asynchronous clients for HBase operations (asynchbase for
example[1])
etc
The excellent Lars's book: "HBase: The Definitive Guide" has a completed
chapter for this tricky topic (Chapter 11)
Some additional resources:
[1] https://github.com/stumbleupon/asynchbase
https://github.com/twitter/finagle
http://gbif.blogspot.com/2012/02/performance-evaluation-of-hbase.html
http://gbif.blogspot.com/2012/02/monitoring-hadoop-and-hbase.html
http://www.cloudera.com/blog/2011/04/hbase-dos-and-donts/
Look at Slidehare all tagged presentations from the last HBaseCon, for
example the Benoit's talk about
"Lessons learned from OpenTSDB" and Lars Hofhansl's "HBase Schema Design":
http://www.slideshare.net/cloudera/tag/hbasecon-2012
Best wishes
>
> Thanks
> Varun
>
> On Tue, Oct 30, 2012 at 10:53 AM, Jean-Marc Spaggiari <
> jean-marc@spaggiari.org> wrote:
>
>> My 2¢.
>>
>> 1) You need an odd number of ZooKeeper nodes. So 3 is the minimum
>> recommanded for production.
>> 2) Yes, you have Master and SecondaryMaster. And it's also recommanded
>> to have one of each. And the master is critical. If you are loosing
>> it, you are loosing your cluster.
>> 3) NameNode is hadoop, not hbase. You should follow hadoop
>> recommandations. Like you have secondarymaster, you have
>> secondarynamenode. So I think you should have as many
>> secondarynamenode as you have secondarymaster (on the same machine?).
>> 4) I'm not sure to understanding this question. Key are binary. Array
>> of bytes. So 32 0-1 bytes is a 3 bytes long array. It's not a lot.
>> This will only give you 2^32 different rows. You will have to
>> pre-split them, or you will end with almost all of them on the same
>> regionserver?
>>
>> JM
>>
>> 2012/10/30, Varun Sharma <va...@pinterest.com>:
>>> Hi,
>>>
>>> We are planning to experiment with a cluster for serving production
>> traffic
>>> using hbase for pinterest. We are starting off with a 10 region server +
>> 1
>>> master cluster on Amazon EMR version 0.92. I had some very naive
>> questions
>>> (primarily around points of failure):
>>>
>>> 1) It seems hbase starts only one zookeeper on the master node - which is
>>> critical for operation - how many zookeepers should I use and can I run
>>> those on the region servers ?
>>> 2) How many masters to use - does hbase support multiple masters (primary
>>> and secondary) within the same cluster ? From my understanding, master
>>> availability is not critical for operation.
>>> 3) NameNode - We are running hadoop 0.8 - I have read that NameNode is a
>>> single point of failure and we should really be running two name node(s)
>> so
>>> we can failover. Is it fine to run these on the region servers ?
>>> 4) Our current application involves long row/column - 24-32 bytes with
>> 0-1
>>> bytes of values. Should we be using a different key encoding than the
>>> default encoding ? What advantages could it buy us ?
>>>
>>> We are currently using amazon EMR for testing purposes which runs hbase
>>> 0.92. If it works well, we would like to configure our own cluster with
>>> probably the latest version of hbase which appears to be 0.94 at the
>>> moment.
>>>
>>> Thanks
>>> Varun
>>>
>
> 10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS INFORMATICAS...
> CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
>
> http://www.uci.cu
> http://www.facebook.com/universidad.uci
> http://www.flickr.com/photos/universidad_uci
>
>
--
Marcos Luis Ortíz Valmaseda
about.me/marcosortiz <http://about.me/marcosortiz>
@marcosluis2186 <http://twitter.com/marcosluis2186>
10mo. ANIVERSARIO DE LA CREACION DE LA UNIVERSIDAD DE LAS CIENCIAS INFORMATICAS...
CONECTADOS AL FUTURO, CONECTADOS A LA REVOLUCION
http://www.uci.cu
http://www.facebook.com/universidad.uci
http://www.flickr.com/photos/universidad_uci
Re: Hbase cluster for serving real time site traffic
Posted by Varun Sharma <va...@pinterest.com>.
Thanks for the tips.
So, yes, secondary NameNode is probably more critical than the secondary
master - since the master is only responsible for metadata changes/region
splits/table creation etc and not for writes/reads.
Regarding the keys question - i meant that the (row + column) length is
24-32 bytes and the value length is 0-1 bytes. Currently, we have a cluster
running with all the data loaded into hbase but it all runs with default
settings.
Thanks
Varun
On Tue, Oct 30, 2012 at 10:53 AM, Jean-Marc Spaggiari <
jean-marc@spaggiari.org> wrote:
> My 2¢.
>
> 1) You need an odd number of ZooKeeper nodes. So 3 is the minimum
> recommanded for production.
> 2) Yes, you have Master and SecondaryMaster. And it's also recommanded
> to have one of each. And the master is critical. If you are loosing
> it, you are loosing your cluster.
> 3) NameNode is hadoop, not hbase. You should follow hadoop
> recommandations. Like you have secondarymaster, you have
> secondarynamenode. So I think you should have as many
> secondarynamenode as you have secondarymaster (on the same machine?).
> 4) I'm not sure to understanding this question. Key are binary. Array
> of bytes. So 32 0-1 bytes is a 3 bytes long array. It's not a lot.
> This will only give you 2^32 different rows. You will have to
> pre-split them, or you will end with almost all of them on the same
> regionserver?
>
> JM
>
> 2012/10/30, Varun Sharma <va...@pinterest.com>:
> > Hi,
> >
> > We are planning to experiment with a cluster for serving production
> traffic
> > using hbase for pinterest. We are starting off with a 10 region server +
> 1
> > master cluster on Amazon EMR version 0.92. I had some very naive
> questions
> > (primarily around points of failure):
> >
> > 1) It seems hbase starts only one zookeeper on the master node - which is
> > critical for operation - how many zookeepers should I use and can I run
> > those on the region servers ?
> > 2) How many masters to use - does hbase support multiple masters (primary
> > and secondary) within the same cluster ? From my understanding, master
> > availability is not critical for operation.
> > 3) NameNode - We are running hadoop 0.8 - I have read that NameNode is a
> > single point of failure and we should really be running two name node(s)
> so
> > we can failover. Is it fine to run these on the region servers ?
> > 4) Our current application involves long row/column - 24-32 bytes with
> 0-1
> > bytes of values. Should we be using a different key encoding than the
> > default encoding ? What advantages could it buy us ?
> >
> > We are currently using amazon EMR for testing purposes which runs hbase
> > 0.92. If it works well, we would like to configure our own cluster with
> > probably the latest version of hbase which appears to be 0.94 at the
> > moment.
> >
> > Thanks
> > Varun
> >
>
Re: Hbase cluster for serving real time site traffic
Posted by Jean-Marc Spaggiari <je...@spaggiari.org>.
My 2¢.
1) You need an odd number of ZooKeeper nodes. So 3 is the minimum
recommanded for production.
2) Yes, you have Master and SecondaryMaster. And it's also recommanded
to have one of each. And the master is critical. If you are loosing
it, you are loosing your cluster.
3) NameNode is hadoop, not hbase. You should follow hadoop
recommandations. Like you have secondarymaster, you have
secondarynamenode. So I think you should have as many
secondarynamenode as you have secondarymaster (on the same machine?).
4) I'm not sure to understanding this question. Key are binary. Array
of bytes. So 32 0-1 bytes is a 3 bytes long array. It's not a lot.
This will only give you 2^32 different rows. You will have to
pre-split them, or you will end with almost all of them on the same
regionserver?
JM
2012/10/30, Varun Sharma <va...@pinterest.com>:
> Hi,
>
> We are planning to experiment with a cluster for serving production traffic
> using hbase for pinterest. We are starting off with a 10 region server + 1
> master cluster on Amazon EMR version 0.92. I had some very naive questions
> (primarily around points of failure):
>
> 1) It seems hbase starts only one zookeeper on the master node - which is
> critical for operation - how many zookeepers should I use and can I run
> those on the region servers ?
> 2) How many masters to use - does hbase support multiple masters (primary
> and secondary) within the same cluster ? From my understanding, master
> availability is not critical for operation.
> 3) NameNode - We are running hadoop 0.8 - I have read that NameNode is a
> single point of failure and we should really be running two name node(s) so
> we can failover. Is it fine to run these on the region servers ?
> 4) Our current application involves long row/column - 24-32 bytes with 0-1
> bytes of values. Should we be using a different key encoding than the
> default encoding ? What advantages could it buy us ?
>
> We are currently using amazon EMR for testing purposes which runs hbase
> 0.92. If it works well, we would like to configure our own cluster with
> probably the latest version of hbase which appears to be 0.94 at the
> moment.
>
> Thanks
> Varun
>