From: | Peter Geoghegan <pg(at)heroku(dot)com> |
---|---|
To: | Pg Hackers <pgsql-hackers(at)postgresql(dot)org> |
Cc: | Robert Haas <robertmhaas(at)gmail(dot)com> |
Subject: | Re: B-Tree support function number 3 (strxfrm() optimization) |
Date: | 2014-03-31 05:51:46 |
Message-ID: | CAM3SWZTa2EyFbMbzOvPO3pvDunqy2Kgmueb4oZYqupD0YNXD_Q@mail.gmail.com |
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Lists: | pgsql-hackers |
On Wed, Mar 26, 2014 at 8:08 PM, Peter Geoghegan <pg(at)heroku(dot)com> wrote:
> The API I envisage is a new support function 3 that operator class
> authors may optionally provide.
I've built a prototype patch, attached, that extends SortSupport and
tuplesort to support "poor man's normalized keys". All the regression
tests pass, so while it's just a proof of concept, it is reasonably
well put together for one. The primary shortcoming of the prototype
(the main reason why I'm calling it a prototype rather than just a
patch) is that it isn't sufficiently generalized (i.e. it only works
for the cases currently covered by SortSupport - not B-Tree index
builds, or B-Tree scanKeys). There is no B-Tree support function
number 3 in the patch. I didn't spend too long on this.
I'm pretty happy with the results for in-memory sorting of text (my
development system uses 'en_US.UTF8', so please assume that any costs
involved are for runs that use that collation). With the dellstore2
sample database [1] restored to my local development instance, the
following example demonstrates just how much the technique can help
performance.
With master:
pg(at)hamster:~/sort-tests$ cat sort.sql
select * from (select * from customers order by firstname offset 100000) d;
pg(at)hamster:~/sort-tests$ pgbench -f sort.sql -n -T 100
transaction type: Custom query
scaling factor: 1
query mode: simple
number of clients: 1
number of threads: 1
duration: 100 s
number of transactions actually processed: 819
latency average: 122.100 ms
tps = 8.186197 (including connections establishing)
tps = 8.186522 (excluding connections establishing)
With patch applied (requires initdb for new text SortSupport pg_proc entry):
pg(at)hamster:~/sort-tests$ cat sort.sql
select * from (select * from customers order by firstname offset 100000) d;
pg(at)hamster:~/sort-tests$ pgbench -f sort.sql -n -T 100
transaction type: Custom query
scaling factor: 1
query mode: simple
number of clients: 1
number of threads: 1
duration: 100 s
number of transactions actually processed: 2525
latency average: 39.604 ms
tps = 25.241723 (including connections establishing)
tps = 25.242447 (excluding connections establishing)
It looks like this technique is very valuable indeed, at least in the
average or best case. We're not just benefiting from following the
advice of the standard, and using strxfrm() for sorting to amortize
the cost of the strxfrm() transformation that strcoll() must do
anyway. It stands to reason that there is also a lot of benefit from
sorting tightly-packed keys. Quicksort is cache oblivious, and having
it sort tightly-packed binary data, as opposed to going through all of
that deferencing and deserialization indirection is probably also very
helpful. A tool like Cachegrind might offer some additional insights,
but I haven't gone to the trouble of trying that out.
(By the way, my earlier recollection about how memory-frugal
MinimalTuple/memtuple building is within tuplesort was incorrect, so
there are no savings in memory to be had here).
As I mentioned, something like a SortSupport for numeric, with poor
man's normalized keys might also be compelling. I suggest we focus on
how this technique can be further generalized, though. This prototype
patch is derivative of Robert's abandoned SortSupport for text patch.
If he wanted to take this off my hands, I'd have no objections - I
don't think I'm going to have time to take this as far as I'd like.
[1] http://pgfoundry.org/forum/forum.php?forum_id=603
--
Peter Geoghegan
Attachment | Content-Type | Size |
---|---|---|
poorman-prototype.2014_03_30.patch | text/x-patch | 21.4 KB |
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