Thread: Improve the comparison of NUMERIC data
I think that NUMERIC datatype has a problem in the performance that the format on Tuple(Numeric) and the format to calculate(NumericVar) are different. I understood that to reduce I/O. However, when many comparisons or calculations of NUMERIC are executed, the conversion of Numeric and NumericVar becomes a bottleneck. It is profile result when "create index on NUMERIC column" is executed: % cumulative self self total time seconds seconds calls s/call s/call name 17.61 10.27 10.27 34542006 0.00 0.00 cmp_numerics 11.90 17.21 6.94 34542006 0.00 0.00 comparetup_index 7.42 21.54 4.33 71102587 0.00 0.00 AllocSetAlloc 7.02 25.64 4.09 69084012 0.00 0.00 set_var_from_num 4.87 28.48 2.84 69084012 0.00 0.00 alloc_var 4.79 31.27 2.79 142205745 0.00 0.00 AllocSetFreeIndex 4.55 33.92 2.65 34542004 0.00 0.00 cmp_abs 4.07 36.30 2.38 71101189 0.00 0.00 AllocSetFree 3.83 38.53 2.23 69084012 0.00 0.00 free_var The create index command executes many comparisons of Numeric values. Functions other than comparetup_index spent a lot of cycles for conversion from Numeric to NumericVar. An attached patch enables the comparison of Numeric values without executing conversion to NumericVar. The execution time of that SQL becomes half. o Test SQL (index_test table has 1,000,000 tuples) create index index_test_idx on index_test(num_col); o Test results (executed the test five times) (1)PentiumIII original: 39.789s 36.823s 36.737s 37.752s 37.019s patched : 18.560s 19.103s 18.830s 18.408s 18.853s (2)Pentium4 original: 16.349s 14.997s 12.979s 13.169s 12.955s patched : 7.005s 6.594s 6.770s 6.740s 6.828s (3)Itanium2 original: 15.392s 15.447s 15.350s 15.370s 15.417s patched : 7.413s 7.330s 7.334s 7.339s 7.339s (4)Ultra Sparc original: 64.435s 59.336s 59.332s 58.455s 59.781s patched : 28.630s 28.666s 28.983s 28.744s 28.595s regards, --- Atsushi Ogawa
Attachment
Atsushi Ogawa <atsushi.ogawa@gmail.com> writes:
> An attached patch enables the comparison of Numeric values without
> executing conversion to NumericVar.
This is likely to be broken entirely by the recent proposals to modify
the on-disk representation of Numeric.
Rather than trying to share code, it'd likely be better to make a
separate routine that can directly compare two values in the packed
(on-disk) representation, and modify the externally-callable entry
points to use that. That way avoids imposing constraints on how
different the packed and unpacked representations can be.
regards, tom lane
2005/11/9, Tom Lane <tgl@sss.pgh.pa.us>: > Atsushi Ogawa <atsushi.ogawa@gmail.com> writes: > > An attached patch enables the comparison of Numeric values without > > executing conversion to NumericVar. > > Rather than trying to share code, it'd likely be better to make a > separate routine that can directly compare two values in the packed > (on-disk) representation, and modify the externally-callable entry > points to use that. That way avoids imposing constraints on how > different the packed and unpacked representations can be. OK. I will make a separate routine. regards, --- Atsushi Ogawa
Atsushi Ogawa <atsushi.ogawa@gmail.com> writes:
> 2005/11/9, Tom Lane <tgl@sss.pgh.pa.us>:
>> Rather than trying to share code, it'd likely be better to make a
>> separate routine that can directly compare two values in the packed
>> (on-disk) representation, and modify the externally-callable entry
>> points to use that. That way avoids imposing constraints on how
>> different the packed and unpacked representations can be.
> OK. I will make a separate routine.
Also, you might want to wait to see where the discussions on changing
Numeric's representation end up, before you spend time on doing the
coding. We should be able to resolve that long before 8.2 comes out,
so there's plenty of time.
regards, tom lane
Patch applied. Thanks. --------------------------------------------------------------------------- pAtsushi Ogawa wrote: > I think that NUMERIC datatype has a problem in the performance that > the format on Tuple(Numeric) and the format to calculate(NumericVar) > are different. I understood that to reduce I/O. However, when many > comparisons or calculations of NUMERIC are executed, the conversion > of Numeric and NumericVar becomes a bottleneck. > > It is profile result when "create index on NUMERIC column" is executed: > > % cumulative self self total > time seconds seconds calls s/call s/call name > 17.61 10.27 10.27 34542006 0.00 0.00 cmp_numerics > 11.90 17.21 6.94 34542006 0.00 0.00 comparetup_index > 7.42 21.54 4.33 71102587 0.00 0.00 AllocSetAlloc > 7.02 25.64 4.09 69084012 0.00 0.00 set_var_from_num > 4.87 28.48 2.84 69084012 0.00 0.00 alloc_var > 4.79 31.27 2.79 142205745 0.00 0.00 AllocSetFreeIndex > 4.55 33.92 2.65 34542004 0.00 0.00 cmp_abs > 4.07 36.30 2.38 71101189 0.00 0.00 AllocSetFree > 3.83 38.53 2.23 69084012 0.00 0.00 free_var > > The create index command executes many comparisons of Numeric values. > Functions other than comparetup_index spent a lot of cycles for > conversion from Numeric to NumericVar. > > An attached patch enables the comparison of Numeric values without > executing conversion to NumericVar. The execution time of that SQL > becomes half. > > o Test SQL (index_test table has 1,000,000 tuples) > create index index_test_idx on index_test(num_col); > > o Test results (executed the test five times) > (1)PentiumIII > original: 39.789s 36.823s 36.737s 37.752s 37.019s > patched : 18.560s 19.103s 18.830s 18.408s 18.853s > > (2)Pentium4 > original: 16.349s 14.997s 12.979s 13.169s 12.955s > patched : 7.005s 6.594s 6.770s 6.740s 6.828s > > (3)Itanium2 > original: 15.392s 15.447s 15.350s 15.370s 15.417s > patched : 7.413s 7.330s 7.334s 7.339s 7.339s > > (4)Ultra Sparc > original: 64.435s 59.336s 59.332s 58.455s 59.781s > patched : 28.630s 28.666s 28.983s 28.744s 28.595s > > regards, > > --- Atsushi Ogawa [ Attachment, skipping... ] > > ---------------------------(end of broadcast)--------------------------- > TIP 5: don't forget to increase your free space map settings -- Bruce Momjian | http://candle.pha.pa.us pgman@candle.pha.pa.us | (610) 359-1001 + If your life is a hard drive, | 13 Roberts Road + Christ can be your backup. | Newtown Square, Pennsylvania 19073