Archive for the ‘transactions’ Category

MySQL Idiosyncrasies That Bite

Июнь 28th, 2010

The following are my slides that I presented at ODTUG Kaleidoscope 2010. This presentation talks about the MySQL defaults including a non-transactional state, silent data truncations, date management, and transaction isolation options. These are all critical for data integrity and consistency. I also cover in-depth topics including SQL_MODE, character sets and collations.


PlanetMySQL Voting: Vote UP / Vote DOWN

Benchmarking MySQL ACID performance with SysBench

Июнь 21st, 2010

A couple of question I get a lot from MySQL customers is “how will this hardware upgrade improve my transactions per second (TPS)” and “what level of TPS will MySQL perform on this hardware if I’m running ACID settings?” Running sysbench against MySQL with different values for per-thread and global memory buffer sizes, ACID settings, and other settings gives me concrete values to bring to the customer to show the impact that more RAM, faster CPUs, faster disks, or cnf changes have on the server. Here are some examples for a common question: “If I’m using full ACID settings vs non-ACID settings what performance am I going to get from this server?”

Let’s find out by running sysbench with the following settings (most are self explanatory – if not the man page can explain them):

  • sysbench –test=oltp –db-driver=mysql –oltp-table-size=1000000 –mysql-engine-trx=yes –oltp-test-mode=complex –oltp-read-only=off –oltp-dist-type=special –max-requests=0 –num-threads=8 –max-time=120 –init-rng=on run

MySQL Settings:

In the first test MySQL is set to the following ACID related settings. This will give us results for TPS performance without full ACID compliance – very common settings on a server that is handling blogs, ad serving, general business websites, and other roles where full ACID is not required and performance is valued over the benefits of full ACID. These are important settings when we look at the difference in performance when we change to full ACID in the second test.

  • innodb_flush_log_at_trx_commit = 0
  • sync_binlog=0
  • transaction-isolation=REPEATABLE-READ

System configuration and InnoDB buffer pool size:

  • XEON E5345 Series 2.33ghz 8-core, 16GB RAM, Local SATA 7.2K disks
  • innodb_buffer_pool_size = 10G

Full result set from sysbench:

Summary OLTP test statistics:

  • queries performed:
  • transactions:                        172426 (1436.83 per sec.)
  • read/write requests:                 3276664 (27304.51 per sec.)
  • other operations:                    344882 (2873.91 per sec.)

Take away results:

We can simplify the results by looking at the following TPS results for this non-ACID test:

  • transactions:                        172426 (1436.83 per sec.)

Let’s go ahead and run the test again with different ACID settings. This will give us the TPS results for full ACID compliance:

  • innodb_flush_log_at_trx_commit = 1
  • sync_binlog=1
  • transaction-isolation=REPEATABLE-READ

We get the following results for TPS:

  • transactions:                     3197   (26.58 per sec.)
  • read/write requests:                 60743  (505.04 per sec.)
  • other operations:                    6394   (53.16 per sec.)

Final Results:

So as you can see the difference between full ACID settings and not (on the same server with only those values on the cnf being changed) results in a huge difference in performance on this standard database server. We can now hand this data to the customer and they will know what impact the settings will have on their application’s performance and what to expect when running full ACID vs non-ACID.

More info on using sysbench here: http://sysbench.sourceforge.net


PlanetMySQL Voting: Vote UP / Vote DOWN

When commit appears to fail

Октябрь 24th, 2009
So you're using explicit transactions. Everything appears to work (every query gives the expected result) until you get to COMMIT.

Then you get an exception thrown from COMMIT. What happened?

Usually this would be because the server has been shut down, or you've lost the connection.

The problem is, that you can't assume that the commit failed, but you also can't assume it succeeded.

A robust application must make NO ASSUMPTION about whether a failed commit did, indeed, commit the transaction or not. It can safely assume that either all or none of it was committed, but can't easily tell which.

So the only way to really know is to have your application somehow remember that the transaction MIGHT have failed, and check later.

Possible solutions:
  • Ignore it and deal with any inconsistencies manually, or decide that you don't care :)
  • Write your entire transaction such that if it is repeated having been committed previously, it is a no-op or has no harmful side effects (e.g. change INSERT to INSERT IGNORE to avoid unique index violations). This is rather difficult for complex transactions, but works for some.
  • Check, in your code, even if the commit apparently succeeded that it really did. If you discover that it didn't, then retry or report failure to the caller / user.
  • Perform another transaction to "undo" or "cancel" whatever the original transaction did if commit failed (Problem 1: this may itself fail to commit; problem 2: for a short time, an inconsistency exists)
None of these is ideal, and I'd like to think that this never happens. But if you do enough transactions, it's going to happen sooner or later (networks and servers do fail, unfortunately)

In testing, we've found that this happens so infrequently that even deliberate malice (kill -9 of mysql while loads of transactions are processing etc) fails to reproduce it reliably. In the end, a set of iptables rules which blocks the response from a commit was constructed.

PlanetMySQL Voting: Vote UP / Vote DOWN