Re: Performance Improvement by reducing WAL for Update Operation

On Friday, June 07, 2013 5:07 PM Amit Kapila wrote:
>On Wednesday, March 06, 2013 2:57 AM Heikki Linnakangas wrote:
>> On 04.03.2013 06:39, Amit Kapila wrote:
>> > On Sunday, March 03, 2013 8:19 PM Craig Ringer wrote:
>> >> On 02/05/2013 11:53 PM, Amit Kapila wrote:
>> >>>> Performance data for the patch is attached with this mail.
>> >>>> Conclusions from the readings (these are same as my previous
>> patch):
>> >>>>
>>
>> The attached patch also just adds overhead in most cases, but the
>> overhead is much smaller in the worst case. I think that's the right
>> tradeoff here - we want to avoid scenarios where performance falls off
>> the cliff. That said, if you usually just get a slowdown, we certainly
>> can't make this the default, and if we can't turn it on by default,
>> this probably just isn't worth it.
>>
>> The attached patch contains the variable-hash-size changes I posted in
>> the "Optimizing pglz compressor". But in the delta encoding function,
>> it goes further than that, and contains some further micro-
>> optimizations:
>> the hash is calculated in a rolling fashion, and it uses a specialized
>> version of the pglz_hist_add macro that knows that the input can't
>> exceed 4096 bytes. Those changes shaved off some cycles, but you could
>> probably do more. One idea is to only add every 10 bytes or so to the
>> history lookup table; that would sacrifice some compressibility for
>> speed.
>>
>> If you could squeeze pglz_delta_encode function to be cheap enough
>> that we could enable this by default, this would be pretty cool patch.
>> Or at least, the overhead in the cases that you get no compression
>> needs to be brought down, to about 2-5 % at most I think. If it can't
>> be done easily, I feel that this probably needs to be dropped.

>After trying some more on optimizing pglz_delta_encode(), I found that if
we use new data also in history, then the results of compression and cpu
utilization >are much better.

>In addition to the pg lz micro optimization changes, following changes are
done in modified patch

>1. The unmatched new data is also added to the history which can be
referenced later.
>2. To incorporate this change in the lZ algorithm, 1 extra control bit is
needed to indicate if data is from old or new tuple

The patch is rebased to use the new PG LZ algorithm optimization changes
which got committed recently.

Performance Data
-----------------

Head code:

                testname                 | wal_generated |     duration
-----------------------------------------+---------------+------------------

 two short fields, no change             |    1232911016 | 35.1784930229187
 two short fields, one changed           |    1240322016 | 35.0436308383942
 two short fields, both changed          |    1235318352 | 35.4989421367645
 one short and one long field, no change |    1042332336 | 23.4457180500031
 ten tiny fields, all changed            |    1395194136 | 41.9023628234863
 hundred tiny fields, first 10 changed   |     626725984 | 21.2999589443207
 hundred tiny fields, all changed        |     621899224 | 21.6676609516144
 hundred tiny fields, half changed       |     623998272 | 21.2745981216431
 hundred tiny fields, half nulled        |     557714088 | 19.5902800559998


pglz-with-micro-optimization-compress-using-newdata-2:

                testname                 | wal_generated |     duration
-----------------------------------------+---------------+------------------

 two short fields, no change             |    1232903384 | 35.0115969181061
 two short fields, one changed           |    1232906960 | 34.3333759307861
 two short fields, both changed          |    1232903520 | 35.7665238380432
 one short and one long field, no change |     649647992 | 19.4671010971069
 ten tiny fields, all changed            |    1314957136 | 39.9727990627289
 hundred tiny fields, first 10 changed   |     458684024 | 17.8197758197784
 hundred tiny fields, all changed        |     461028464 | 17.3083391189575
 hundred tiny fields, half changed       |     456528696 | 17.1769199371338
 hundred tiny fields, half nulled        |     480548936 | 18.81720495224

Observation
---------------
1. It yielded compression in more cases (refer all cases of hundred tiny
fields)
2. CPU- utilization is also better.


Performance data for pgbench related scenarios is attached in document

(pgbench_lz_opt_compress_using_newdata-2.htm)

1. Better reduction in WAL
2. TPS increase can be observed after records size is >=250

3. There is small performance penality for single-thread (0.36~3.23),
   but when penality is 3.23 in single thread, for 8 threads TPS improvement
is high.

Please suggest any further proceedings on this patch.

Regards,
Hari babu.


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