I haven't tried to switch compaction strategy. We started with LCS.
For us, after massive data imports (5000 w/seconds for 6 days), the first repair is painful since there is quite some data inconsistency. For 150G nodes, repair brought in about 30 G and created thousands of pending compactions. It took almost a day to clear those. Just be prepared LCS is really slow in 1.1.X. System performance degrades during that time since reads could go to more SSTable, we see 20 SSTable lookup for one read..
(We tried everything we can and couldn't speed it up. I think it's single threaded.... and it's not recommended to turn on multithread compaction. We even tried that, it didn't help )There is parallel LCS in 1.2 which is supposed to alleviate the pain. Haven't upgraded yet, hope it works:)
Since our cluster is not write intensive, only 100 w/seconds. I don't see any pending compactions during regular operation.
One thing worth mentioning is the size of the SSTable, default is 5M which is kind of small for 200G (all in one CF) data set, and we are on SSD. It more than 150K files in one
directory. (200G/5M = 40K SSTable and each SSTable creates 4 files on disk) You might want to watch that and decide the SSTable size.
By the way, there is no concept of Major compaction for LCS. Just for fun, you can look at a file called $CFName.json in your data directory and it tells you the SSTable distribution among different levels.
I second these questions: we've been looking into changing some of our CFs to use leveled compaction as well. If anybody here has the wisdom to answer them it would be of wonderful help.
On Wed, Feb 13, 2013 at 7:50 AM, Mike <firstname.lastname@example.org>
I'm investigating the transition of some of our column families from Size Tiered -> Leveled Compaction. I believe we have some high-read-load column families that would benefit tremendously.
I've stood up a test DB Node to investigate the transition. I successfully alter the column family, and I immediately noticed a large number (1000+) pending compaction tasks become available, but no compaction get executed.
I tried running "nodetool sstableupgrade" on the column family, and the compaction tasks don't move.
I also notice no changes to the size and distribution of the existing SSTables.
I then run a major compaction on the column family. All pending compaction tasks get run, and the SSTables have a distribution that I would expect from LeveledCompaction (lots and lots of 10MB files).
Couple of questions:
1) Is a major compaction required to transition from size-tiered to leveled compaction?
2) Are major compactions as much of a concern for LeveledCompaction as their are for Size Tiered?
All the documentation I found concerning transitioning from Size Tiered to Level compaction discuss the alter table cql command, but I haven't found too much on what else needs to be done after the schema change.
I did these tests with Cassandra 1.1.9.