CAS operation
Dustin Sallings
dustin at spy.net
Sat Sep 8 18:26:11 UTC 2007
[replying back on the list to try to keep the discussion open and
hopefully avoid repeating myself]
On Sep 8, 2007, at 7:31, Jehiah Czebotar wrote:
> This sounds like the proposed "append" method which would allow
> memcache to handle lists on the server side... with one caviat, you
> want a conditional append which only appends if the value isn't
> already there.
In this example usage...sort of. One would also want to remove
items from the list to keep it from growing out of control.
There was another proposal to allow updating parts of a value by
offset or other such things. None of these things can work race-free
without implementing advisory locks which, as already pointed out,
may be subject to the LRU.
> If memcached were handling the lists, you wouldn't have to add all
> that conditional logic and "replace if it's still the same" stuff
> which won't work in high concurrency situations anyway.
Well, it's not entirely fair to say it doesn't work in high
concurrency situations. The operation is always atomic, but it may
need to be retried. This is a common strategy in concurrent
programming for creating lock-free concurrent data structures. If a
particular key is too hot, though, you could potentially split it
into multiple keys to reduce retries in practice. In the current
example, you could have a series of current_login keys hashed by
uid. Your contention is reduced by the number of keys. There's
never a case where you blindly overwrite values, though.
Adding an add-this-to-a-list-if-it-does-not-exist-and-remove-
something-else-to-keep-the-list-to-n-elements would be an
unreasonable operation to add. The only reasonable way to do
something like this would be to add server-side scripting and then
effectively write the exact operations you need so that they may be
performed atomically.
Are there enough potential server-side operations to really justify
a scripting interface? When it's been brought up in meetings, the
response has varied from interest, to a warning about crossing
streams or something.
Both a CAS and a scripting interface provide a foundation for
building atomic data structure manipulation without having to define
all of the data structures and all of the operations at the protocol
level. Each has downside. With CAS, you may have to retry a few
times under contention and this would be amplified by the latency.
With scripting, you may easily slow down the whole server, and you
have to deal with how parameters are passed in and results are
returned -- and this would mean very different things by protocol.
--
Dustin
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