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Posted to user@hbase.apache.org by Jay T <ja...@gmail.com> on 2012/08/28 22:35:27 UTC
Inconsistent scan performance with caching set to 1
We are running Hbase 0.94 with Hadoop 1.0.3. We use Python thrift to talk
to Hbase.
We are experiencing strange behavior when scanning specific rows from Hbase
(Caching is always set to 1 in the scanner). Each of these rows are
retrieved in (~12 ms) if they are the startRow of the scanner. However if
they are somewhere in between they take (~ 42 ms) to read.
Asumming Row1 Row2 Row3 Row4 ……..Row 10 are the row Keys.
Scenario 1: (Scanner starts from Row1)
========
Row 1: 12 ms
Row 2: 42 ms
Row 3: 42 ms
…
…
…
Scenario 2: (Scanner starts from Row2)
=========
Row 2: 12 ms
Row 3: 42 ms
Row 4: 42 ms
Scenario 3: (Scanner starts from Row 3)
===============================
Row 3: 12 ms
Row 4: 42 ms
Row 5: 42 ms
You can see that Row 1 and Row 2 and Row 3 each take ~12 ms when they are
the startRow of the scanner. However their performance degrades if they are
part of the 'next" call to scanner (caching = 1).
This behavior is seen with both Python thrift and with Java API as well.
When the scan caching is increased to (say 10) then all the rows can be
retrieved in 20 ms. I understand that by setting a higher caching size the
number of RPC calls are reduced. However there seems to be something else
at play.
I added log statements to ServerCallable.java and HRegionServer.java and
many other files to figure out where the time is lost.
*2012-08-24 18:28:43,147 INFO
org.apache.hadoop.hbase.regionserver.HRegionServer: CurrentScanResultSize =
34976*
*2012-08-24 06:28:43 188 INFO client.ScannerCallable: After client calls
server*
>From the above two log statements I cannot figure out where is 41 ms being
spent (188 - 147).
Can someone explain to me what is going on after HRegionServer.next
completes executing and the control goes back to ScannerCallable.java
statement:
rrs = server.next(scannerId, caching);
I would greatly appreciate if someone would help me understand where the
time might be getting spent.
Thanks,
Jay
RE: Inconsistent scan performance with caching set to 1
Posted by "Ramkrishna.S.Vasudevan" <ra...@huawei.com>.
Thanks Stack for giving a pointer to this. Yes it does seems this property
is very important.
Regards
Ram
> -----Original Message-----
> From: saint.ack@gmail.com [mailto:saint.ack@gmail.com] On Behalf Of
> Stack
> Sent: Friday, August 31, 2012 3:55 AM
> To: user@hbase.apache.org
> Subject: Re: Inconsistent scan performance with caching set to 1
>
> On Thu, Aug 30, 2012 at 9:24 AM, Jay T <ja...@gmail.com> wrote:
> > Thanks Stack for pointing us in the right direction. Indeed it was
> the
> > tcpNodeDelay setting. We set these to be true.
> >
> > ipc.server.tcpnodelay ==> true
> > hbase.ipc.client.tcpnodelay ==> true
> >
> > All reads that previously had the 40ms overhead are now between 2 and
> 3 ms
> > like we would expect them to be.
> >
> > Are these settings worthy of being put in the Hbase online book ?
> >
>
> I added a note on nagles to the book at your suggestion. We've toyed
> w/ making tcpnodelay true as default but as has been reasoned in the
> issue cited, it depends on cell sizes whether it effective or not. We
> should give this config. a higher profile than it currently has it
> seems.
>
> St.Ack
Re: Inconsistent scan performance with caching set to 1
Posted by Stack <st...@duboce.net>.
On Thu, Aug 30, 2012 at 9:15 PM, Ramkrishna.S.Vasudevan
<ra...@huawei.com> wrote:
> Thanks Stack for giving a pointer to this. Yes it does seems this property
> is very important.
>
I moved config. up to 'important configs' section out of
troubleshooting section.
St.Ack
Re: Inconsistent scan performance with caching set to 1
Posted by Stack <st...@duboce.net>.
On Thu, Aug 30, 2012 at 9:24 AM, Jay T <ja...@gmail.com> wrote:
> Thanks Stack for pointing us in the right direction. Indeed it was the
> tcpNodeDelay setting. We set these to be true.
>
> ipc.server.tcpnodelay ==> true
> hbase.ipc.client.tcpnodelay ==> true
>
> All reads that previously had the 40ms overhead are now between 2 and 3 ms
> like we would expect them to be.
>
> Are these settings worthy of being put in the Hbase online book ?
>
I added a note on nagles to the book at your suggestion. We've toyed
w/ making tcpnodelay true as default but as has been reasoned in the
issue cited, it depends on cell sizes whether it effective or not. We
should give this config. a higher profile than it currently has it
seems.
St.Ack
Re: Inconsistent scan performance with caching set to 1
Posted by Jay T <ja...@gmail.com>.
Thanks Stack for pointing us in the right direction. Indeed it was the
tcpNodeDelay setting. We set these to be true.
ipc.server.tcpnodelay ==> true
hbase.ipc.client.tcpnodelay ==> true
All reads that previously had the 40ms overhead are now between 2 and 3
ms like we would expect them to be.
Are these settings worthy of being put in the Hbase online book ?
Thanks,
Jay
On 8/30/12 2:07 AM, Stack wrote:
> On Wed, Aug 29, 2012 at 10:42 AM, Wayne<wa...@gmail.com> wrote:
>> This is basically a read bug/performance problem. The execution path
>> followed when the caching is used up is not consistent with the initial
>> execution path/performance. Can anyone help shed light on this? Was there
>> any changes to 0.94 to introduce this (we have not tested on other
>> versions)? Any help or advice would be appreciated. As it is stands we are
>> looking to have to reverse engineer every aspect of a read from both the
>> hbase client and server components to find and fix.
>>
>> One additional lead is that not all rows behave like this. Only certain
>> small rows seem to do this consistently. Most of our rows are larger and do
>> not have this behavior.
>>
> Nagles? (https://issues.apache.org/jira/browse/HBASE-2125)
> St.Ack
Re: Inconsistent scan performance with caching set to 1
Posted by Stack <st...@duboce.net>.
On Wed, Aug 29, 2012 at 10:42 AM, Wayne <wa...@gmail.com> wrote:
> This is basically a read bug/performance problem. The execution path
> followed when the caching is used up is not consistent with the initial
> execution path/performance. Can anyone help shed light on this? Was there
> any changes to 0.94 to introduce this (we have not tested on other
> versions)? Any help or advice would be appreciated. As it is stands we are
> looking to have to reverse engineer every aspect of a read from both the
> hbase client and server components to find and fix.
>
> One additional lead is that not all rows behave like this. Only certain
> small rows seem to do this consistently. Most of our rows are larger and do
> not have this behavior.
>
Nagles? (https://issues.apache.org/jira/browse/HBASE-2125)
St.Ack
Re: Inconsistent scan performance with caching set to 1
Posted by Wayne <wa...@gmail.com>.
This is basically a read bug/performance problem. The execution path
followed when the caching is used up is not consistent with the initial
execution path/performance. Can anyone help shed light on this? Was there
any changes to 0.94 to introduce this (we have not tested on other
versions)? Any help or advice would be appreciated. As it is stands we are
looking to have to reverse engineer every aspect of a read from both the
hbase client and server components to find and fix.
One additional lead is that not all rows behave like this. Only certain
small rows seem to do this consistently. Most of our rows are larger and do
not have this behavior.
Thanks.
On Tue, Aug 28, 2012 at 4:35 PM, Jay T <ja...@gmail.com> wrote:
> We are running Hbase 0.94 with Hadoop 1.0.3. We use Python thrift to talk
> to Hbase.
>
>
> We are experiencing strange behavior when scanning specific rows from Hbase
> (Caching is always set to 1 in the scanner). Each of these rows are
> retrieved in (~12 ms) if they are the startRow of the scanner. However if
> they are somewhere in between they take (~ 42 ms) to read.
>
>
> Asumming Row1 Row2 Row3 Row4 ……..Row 10 are the row Keys.
>
>
> Scenario 1: (Scanner starts from Row1)
>
> ========
>
>
> Row 1: 12 ms
>
> Row 2: 42 ms
>
> Row 3: 42 ms
>
> …
>
> …
>
> …
>
>
> Scenario 2: (Scanner starts from Row2)
>
> =========
>
> Row 2: 12 ms
>
> Row 3: 42 ms
>
> Row 4: 42 ms
>
>
>
> Scenario 3: (Scanner starts from Row 3)
>
> ===============================
>
>
> Row 3: 12 ms
>
> Row 4: 42 ms
>
> Row 5: 42 ms
>
>
>
> You can see that Row 1 and Row 2 and Row 3 each take ~12 ms when they are
> the startRow of the scanner. However their performance degrades if they are
> part of the 'next" call to scanner (caching = 1).
>
> This behavior is seen with both Python thrift and with Java API as well.
>
> When the scan caching is increased to (say 10) then all the rows can be
> retrieved in 20 ms. I understand that by setting a higher caching size the
> number of RPC calls are reduced. However there seems to be something else
> at play.
>
> I added log statements to ServerCallable.java and HRegionServer.java and
> many other files to figure out where the time is lost.
>
>
> *2012-08-24 18:28:43,147 INFO
> org.apache.hadoop.hbase.regionserver.HRegionServer: CurrentScanResultSize =
> 34976*
>
> *2012-08-24 06:28:43 188 INFO client.ScannerCallable: After client calls
> server*
>
> From the above two log statements I cannot figure out where is 41 ms being
> spent (188 - 147).
>
> Can someone explain to me what is going on after HRegionServer.next
> completes executing and the control goes back to ScannerCallable.java
> statement:
>
> rrs = server.next(scannerId, caching);
>
>
> I would greatly appreciate if someone would help me understand where the
> time might be getting spent.
>
> Thanks,
>
> Jay
>
RE: Inconsistent scan performance with caching set to 1
Posted by "Ramkrishna.S.Vasudevan" <ra...@huawei.com>.
Hi Jay
Am not pretty much clear on exactly what is the problem because I am not
able to find much difference. How you are checking the time taken?
When there are multiple scanner going parallely then there is a chance for
the client to be a bottle neck as it may not be able to handle so many
requests sent back by the server. I hope here it is only one simple client.
Regards
Ram
> -----Original Message-----
> From: Jay T [mailto:jay.pylons@gmail.com]
> Sent: Wednesday, August 29, 2012 2:05 AM
> To: user@hbase.apache.org
> Subject: Inconsistent scan performance with caching set to 1
>
> We are running Hbase 0.94 with Hadoop 1.0.3. We use Python thrift to
> talk
> to Hbase.
>
>
> We are experiencing strange behavior when scanning specific rows from
> Hbase
> (Caching is always set to 1 in the scanner). Each of these rows are
> retrieved in (~12 ms) if they are the startRow of the scanner. However
> if
> they are somewhere in between they take (~ 42 ms) to read.
>
>
> Asumming Row1 Row2 Row3 Row4 ....Row 10 are the row Keys.
>
>
> Scenario 1: (Scanner starts from Row1)
>
> ========
>
>
> Row 1: 12 ms
>
> Row 2: 42 ms
>
> Row 3: 42 ms
>
> .
>
> .
>
> .
>
>
> Scenario 2: (Scanner starts from Row2)
>
> =========
>
> Row 2: 12 ms
>
> Row 3: 42 ms
>
> Row 4: 42 ms
>
>
>
> Scenario 3: (Scanner starts from Row 3)
>
> ===============================
>
>
> Row 3: 12 ms
>
> Row 4: 42 ms
>
> Row 5: 42 ms
>
>
>
> You can see that Row 1 and Row 2 and Row 3 each take ~12 ms when they
> are
> the startRow of the scanner. However their performance degrades if they
> are
> part of the 'next" call to scanner (caching = 1).
>
> This behavior is seen with both Python thrift and with Java API as
> well.
>
> When the scan caching is increased to (say 10) then all the rows can be
> retrieved in 20 ms. I understand that by setting a higher caching size
> the
> number of RPC calls are reduced. However there seems to be something
> else
> at play.
>
> I added log statements to ServerCallable.java and HRegionServer.java
> and
> many other files to figure out where the time is lost.
>
>
> *2012-08-24 18:28:43,147 INFO
> org.apache.hadoop.hbase.regionserver.HRegionServer:
> CurrentScanResultSize =
> 34976*
>
> *2012-08-24 06:28:43 188 INFO client.ScannerCallable: After client
> calls
> server*
>
> From the above two log statements I cannot figure out where is 41 ms
> being
> spent (188 - 147).
>
> Can someone explain to me what is going on after HRegionServer.next
> completes executing and the control goes back to ScannerCallable.java
> statement:
>
> rrs = server.next(scannerId, caching);
>
>
> I would greatly appreciate if someone would help me understand where
> the
> time might be getting spent.
>
> Thanks,
>
> Jay