[syslog-ng] sql scaling commits idea
Martin Holste
mcholste at gmail.com
Sun Jan 22 00:48:36 CET 2012
In general, you should not expect SQL servers to be able to handle
more than 3-5k inserts per second, because the CPU time spent parsing
each query becomes the bottleneck.
There are two ways to drastically improve insert efficiency to achieve
better than 5k inserts/sec:
Multi-value inserts:
INSERT INTO table (col1,col2) VALUES (val1,val2), (val3,val4), ... (valM, valN)
This will bundle all inserts into a single transaction and provides
the fastest possible insert for multiple rows. Batches of 1000 work
very well for busy servers.
Batch loads:
LOAD DATA INFILE
This is the absolute fastest mechanism possible and will yield 100k
rows/sec for most MySQL servers. PgSQL has an equivalent (COPY) as
does MS-SQL (BULK INSERT).
An easy way to achieve either is to use the program() destination and
have a small script handle the batching for you. This is essentially
what I use for ELSA.
On Sat, Jan 21, 2012 at 12:11 PM, Patrick Hemmer
<syslogng at stormcloud9.net> wrote:
> A technique that we use for an in-house application I wrote -- that
> writes log entries to a database -- I think would be very useful for
> syslog-ng in high-performance setups.
>
> The idea is basically to commit as frequently as the backend database
> can handle. The way it works is that you basically commit when your
> queue is completely empty. So if you have a low volume of logs coming
> it, it would commit after every log entry. This is quite demanding on
> the database for high volumes, so as the database loses the ability to
> keep up, the queue in syslog-ng starts to build and so it starts to
> commit less. When it starts doing more log entries per
> commit/transaction, performance on the database increases. So you end up
> writing out to the database as fast as the database can handle, with as
> little data loss as possible were syslog-ng to die somehow. You would
> also need some sort of max-transaction-size so you dont end up with too
> many uncommited log entries if the database is being really really slow.
>
> As mentioned I've been using this technique in our in-house application
> for a couple years now and it performs beautifully. Very low latency
> between syslog-ng getting the message, and it being available (for a
> select query) in the database, without overwhelming the database.
>
>
> In theory you could also use this same principle for file destinations
> as well, but I dont think it'd be as useful there.
>
>
> But anyway, just an idea :-)
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