Varun Sharma 2013-02-18, 09:57
Anoop Sam John 2013-02-18, 10:49
Viral Bajaria 2013-02-18, 10:49
Nicolas Liochon 2013-02-18, 10:56
ramkrishna vasudevan 2013-02-18, 11:07
Michael Segel 2013-02-18, 12:52
lars hofhansl 2013-02-19, 01:48
Varun Sharma 2013-02-19, 06:45
lars hofhansl 2013-02-19, 08:02
Nicolas Liochon 2013-02-19, 08:37
Varun Sharma 2013-02-19, 15:52
Nicolas Liochon 2013-02-19, 17:28
Varun Sharma 2013-02-19, 18:19
-Re: Optimizing Multi Gets in hbase
lars hofhansl 2013-02-19, 18:27
I was thinking along the same lines. Doing a skip scan via filter hinting. The problem is as you say that the Filter is instantiated everywhere and it might be of significant size (have to maintain all row keys you are looking for).
RegionScanner now a reseek method, it is possible to do this via a coprocessor. They are also loaded per region (but at least not for each store), and one can use the shared coproc state I added to alleviate the memory concern.
Thinking about this in terms of multiple scan is interesting. One could identify clusters of close row keys in the Gets and issue a Scan for each cluster.
From: Nicolas Liochon <[EMAIL PROTECTED]>
To: user <[EMAIL PROTECTED]>
Sent: Tuesday, February 19, 2013 9:28 AM
Subject: Re: Optimizing Multi Gets in hbase
Imho, the easiest thing to do would be to write a filter.
You need to order the rows, then you can use hints to navigate to the next
The main drawback I see is that the filter will be invoked on all regions
servers, including the ones that don't need it. But this would also means
you have a very specific query pattern (which could be the case, I just
don't know), and you can still use the startRow / stopRow of the scan, and
create multiple scan if necessary. I'm also interested in Lars' opinion on
On Tue, Feb 19, 2013 at 4:52 PM, Varun Sharma <[EMAIL PROTECTED]> wrote:
> I have another question, if I am running a scan wrapped around multiple
> rows in the same region, in the following way:
> Scan scan = new scan(getWithMultipleRowsInSameRegion);
> Now, how does execution occur. Is it just a sequential scan across the
> entire region or does it seek to hfile blocks containing the actual values.
> What I truly mean is, lets say the multi get is on following rows:
> Row1 : HFileBlock1
> Row2 : HFileBlock20
> Row3 : Does not exist
> Row4 : HFileBlock25
> Row5 : HFileBlock100
> The efficient way to do this would be to determine the correct blocks using
> the index and then searching within the blocks for, say Row1. Then, seek to
> HFileBlock20 and then look for Row2. Elimininate Row3 and then keep on
> seeking to + searching within HFileBlocks as needed.
> I am wondering if a scan wrapped around a Get with multiple rows would do
> the same ?
> On Tue, Feb 19, 2013 at 12:37 AM, Nicolas Liochon <[EMAIL PROTECTED]>
> > Looking at the code, it seems possible to do this server side within the
> > multi invocation: we could group the get by region, and do a single scan.
> > We could also add some heuristics if necessary...
> > On Tue, Feb 19, 2013 at 9:02 AM, lars hofhansl <[EMAIL PROTECTED]> wrote:
> > > I should qualify that statement, actually.
> > >
> > > I was comparing scanning 1m KVs to getting 1m KVs when all KVs are
> > > returned.
> > >
> > > As James Taylor pointed out to me privately: A fairer comparison would
> > > have been to run a scan with a filter that lets x% of the rows pass
> > > the selectivity of the scan would be x%) and compare that to a multi
> > of
> > > the same x% of the row.
> > >
> > > There we found that a Scan+Filter is more efficient that issuing multi
> > > Gets if x is >= 1-2%.
> > >
> > >
> > > Or in other words, translating many Gets into a Scan+Filter is
> > > if the Scan would return at least 1-2% of the rows to the client.
> > > For example:
> > > if you are looking for less than 10-20k rows in 1m rows, using muli
> > > is likely more efficient.
> > > if you are looking for more than 10-20k rows in 1m rows, using a
> > > Scan+Filter is likely more efficient.
> > >
> > >
> > > Of course this is predicated on whether you have an efficient way to
> > > represent the rows you are looking for in a filter, so that would
> > probably
> > > shift this slightly more towards Gets (just imaging a Filter that to
> > encode
> > > 100k random row keys to be matched; since Filters are instantiated
Nicolas Liochon 2013-02-19, 18:42
Nicolas Liochon 2013-02-19, 18:46