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back-mdb - futures...
- To: OpenLDAP Devel <openldap-devel@openldap.org>
- Subject: back-mdb - futures...
- From: Howard Chu <hyc@symas.com>
- Date: Sat, 16 May 2009 21:27:55 -0700
- User-agent: Mozilla/5.0 (X11; U; Linux x86_64; rv:1.9.1b5pre) Gecko/20090514 SeaMonkey/2.0a1pre Firefox/3.0.3
Just some thoughts on what I'd like to see in a new memory-based backend...
One of the complaints about back-bdb/hdb is the complexity in the tuning;
there are a number of different components that need to be balanced against
each other and the proper balance point varies depending on data size and
workload. One of the directions we were investigating a couple years back was
mechanisms for self-tuning of the caches. (This was essentially the thrust of
Jong-Hyuk Choi's work with zoned allocs for the back-bdb entry cache; it would
allow large chunks of the entry cache to be discarded on demand when system
memory pressure increased.) Unfortunately Jong hasn't been active on the
project in a while and it doesn't appear that anyone else was tracking that
work. Self-tuning is still a goal but it seems to me to be attacking the wrong
problem.
One of the things that annoys me with the current BerkeleyDB based design is
that we have 3 levels of cache operating at all times - filesystem, BDB, and
slapd. This means at least 2 memory copy operations to get any piece of data
from disk into working memory, and you have to play games with the OS to
minimize the waste in the FS cache. (E.g. on Linux, tweak the swappiness setting.)
Back in the 80s I spent a lot of time working on the Apollo DOMAIN OS, which
was based on the M68K platform. One of their (many) claims to fame was the
notion of a single-level store: the processor architecture supported a full 32
bit address space but it was uncommon for systems to have more than 24 bits
worth of that populated, and nobody had anywhere near 1GB of disk space on
their entire network. As such, every byte of available disk space could be
directly mapped to a virtual memory address, and all disk I/O was done thru
mmaps and demand paging. As a result, memory management was completely unified
and memory usage was extremely efficient.
These days you could still take that sort of approach, though on a 32 bit
machine a DB limit of 1-2GB may not be so useful any more. However, with the
ubiquity of 64 bit machines, the idea becomes quite attractive again.
The basic idea is to construct a database that is always mmap'd to a fixed
virtual address, and which returns its mmap'd data pages directly to the
caller (instead of copying them to a newly allocated buffer). Given a fixed
address, it becomes feasible to make the on-disk record format identical to
the in-memory format. Today we have to convert from a BER-like encoding into
our in-memory format, and while that conversion is fast it still takes up a
measurable amount of time. (Which is one reason our slapd entry cache is still
so much faster than just using BDB's cache.) So instead of storing offsets
into a flattened data record, we store actual pointers (since they all simply
reside in the mmap'd space).
Using this directly mmap'd approach immediately eliminates the 3 layers of
caching and brings it down to 1. As another benefit, the DB would require
*zero* cache configuration/tuning - it would be entirely under the control of
the OS memory manager, and its resident set size would grow or shrink
dynamically without any outside intervention.
It's not clear to me that we can modify BDB to operate in this manner. It
currently supports mmap access for read-only DBs, but it doesn't map to fixed
addresses and still does alloc/copy before returning data to the caller.
Also, while BDB development continues, the new development is mainly occurring
in areas that don't matter to us (e.g. BDB replication) and the areas we care
about (B-tree performance) haven't really changed much in quite a while. I've
mentioned B-link trees a few times before on this list; they have much lower
lock contention than plain B-trees and thus can support even greater
concurrency. I've also mentioned them to the BDB team a few times and as yet
they have no plans to implement them. (Here's a good reference:
http://www.springerlink.com/content/eurxct8ewt0h3rxm/ )
As such, it seems likely that we would have to write our own DB engine to
pursue this path. (Clearly such an engine must still provide full ACID
transaction support, so this is a non-trivial undertaking.) Whether and when
we embark on this is unclear; this is somewhat of an "ideal" design and as
always, "good enough" is the enemy of "perfect" ...
This isn't a backend we can simply add to the current slapd source base, so
it's probably an OpenLDAP 3.x target: In order to have a completely canonical
record on disk, we also need pointers to AttributeDescriptions to be recorded
in each entry and those AttributeDescription pointers must also be persistent.
Which means that our current AttributeDescription cache must be modified to
also allocate its records from a fixed mmap'd region. (And we'll have to
include a schema-generation stamp, so that if schema elements are deleted we
can force new AD pointers to be looked up when necessary.) (Of course, given
the self-contained nature of the AD cache, we can probably modify its behavior
in this way without impacting any other slapd code...)
There's also a potential risk to leaving all memory management up to the OS -
the native memory manager on some OS's (e.g. Windows) is abysmal, and the
CLOCK-based cache replacement code we now use in the entry cache is more
efficient than the LRU schemes that some older OS versions use. So we may get
into this and decide we still need to play games with mlock() etc. to control
the cache management. That would be an unfortunate complication, but it would
still allow us to do simpler tuning than we currently need. Still,
establishing a 1:1 correspondence between virtual memory addresses and disk
addresses is a big win for performance, scalability, and reduced complexity
(== greater reliability)...
(And yes, by the way, we have planning for LDAPCon2009 this September in the
works; I imagine the Call For Papers will go out in a week or two. So now's a
good time to pull up whatever other ideas you've had in the back of your mind
for a while...)
--
-- Howard Chu
CTO, Symas Corp. http://www.symas.com
Director, Highland Sun http://highlandsun.com/hyc/
Chief Architect, OpenLDAP http://www.openldap.org/project/