In PG12, query with float calculations is slower than PG11

Started by Keisuke Kurodaabout 6 years ago37 messageshackers
Jump to latest
#1Keisuke Kuroda
keisuke.kuroda.3862@gmail.com

Hi,

I am testing performance both PG12 and PG11.
I found the case of performance degradation in PG12.

Amit Langote help me to analyze and to create patch.
Thanks!

* environment

CentOS Linux release 7.6.1810 (Core)
postgresql 12.1
postgresql 11.6

* postgresql.conf

shared_buffers = 2048MB
max_parallel_workers_per_gather = 0
work_mem = '64MB'
jit = off

* test case

CREATE TABLE realtest(a real, b real, c real, d real, e real);
INSERT INTO realtest SELECT i,i,i,i,i FROM generate_series(0,10000000) AS i;

EXPLAIN (ANALYZE on, VERBOSE on, BUFFERS on)
select (2 * a) , (2 * b) , (2 * c), (2 * d), (2 * e)
from realtest;

* result

PG12.1 5878.389 ms
PG11.6 4533.554 ms

** PostgreSQL 12.1

pgbench=# EXPLAIN (ANALYZE on, VERBOSE on, BUFFERS on)
select (2 * a) , (2 * b) , (2 * c), (2 * d), (2 * e)
from realtest;

QUERY PLAN
------------------------------------------------------------------------------------------------------------------------------------------------------
Seq Scan on public.realtest (cost=0.00..288697.59 rows=10000115 width=40)
(actual time=0.040..5195.328 rows=10000001 loops=1)
Output: ('2'::double precision * a), ('2'::double precision * b),
('2'::double precision * c), ('2'::double precision * d), ('2'::double
precision * e)
Buffers: shared hit=63695
Planning Time: 0.051 ms
Execution Time: 5878.389 ms
(5 行)

Samples: 6K of event 'cpu-clock', Event count (approx.): 1577750000
Overhead Command Shared Object Symbol
25.48% postgres postgres [.] ExecInterpExpr
★18.65% postgres libc-2.17.so [.] __isinf
14.36% postgres postgres [.] float84mul
8.54% postgres [vdso] [.] __vdso_clock_gettime
4.02% postgres postgres [.] ExecScan
3.69% postgres postgres [.] tts_buffer_heap_getsomeattrs
2.63% postgres libc-2.17.so [.] __clock_gettime
2.55% postgres postgres [.] HeapTupleSatisfiesVisibility
2.00% postgres postgres [.] heapgettup_pagemode

** PostgreSQL 11.6

pgbench=# EXPLAIN (ANALYZE on, VERBOSE on, BUFFERS on)
select (2 * a) , (2 * b) , (2 * c), (2 * d), (2 * e)
from realtest;

QUERY PLAN
------------------------------------------------------------------------------------------------------------------------------------------------------
Seq Scan on public.realtest (cost=0.00..288697.59 rows=10000115 width=40)
(actual time=0.012..3845.480 rows=10000001 loops=1)
Output: ('2'::double precision * a), ('2'::double precision * b),
('2'::double precision * c), ('2'::double precision * d), ('2'::double
precision * e)
Buffers: shared hit=63695
Planning Time: 0.033 ms
Execution Time: 4533.554 ms
(5 行)

Samples: 4K of event 'cpu-clock', Event count (approx.): 1192000000
Overhead Command Shared Object Symbol
32.30% postgres postgres [.] ExecInterpExpr
14.95% postgres postgres [.] float84mul
10.57% postgres [vdso] [.] __vdso_clock_gettime
★ 6.84% postgres libc-2.17.so [.] __isinf
3.96% postgres postgres [.] ExecScan
3.50% postgres libc-2.17.so [.] __clock_gettime
3.31% postgres postgres [.] heap_getnext
3.08% postgres postgres [.] HeapTupleSatisfiesMVCC
2.77% postgres postgres [.] slot_deform_tuple
2.37% postgres postgres [.] ExecProcNodeInstr
2.08% postgres postgres [.] standard_ExecutorRun

* cause

Obviously, even in common cases where no overflow occurs,
you can tell that PG 12 is performing isinf() 3 times on every call of
float8_mul() once for each of val1, val2, result where as PG 11
is performing only once for result.

That's because check_float8_val() (in PG 12) is a function
whose arguments must be evaluated before
it is called (it is inline, but that's irrelevant),
whereas CHECKFLOATVAL() (in PG11) is a macro
whose arguments are only substituted into its body.

By the way, this change of float8mul() implementation is
mostly due to the following commit in PG 12 development cycle:
commit 6bf0bc842bd75877e31727eb559c6a69e237f831

Especially, the following diff:

@@ -894,13 +746,8 @@ float8mul(PG_FUNCTION_ARGS)  {
    float8      arg1 = PG_GETARG_FLOAT8(0);
    float8      arg2 = PG_GETARG_FLOAT8(1);
-   float8      result;
-
-   result = arg1 * arg2;
-   CHECKFLOATVAL(result, isinf(arg1) || isinf(arg2),
-                 arg1 == 0 || arg2 == 0);
-   PG_RETURN_FLOAT8(result);
+   PG_RETURN_FLOAT8(float8_mul(arg1, arg2));
 }

* patch

This patch uses MACRO which was used by PG11.
I tried attached patch, which can be applied to PG 12 source and performed
a benchmark:

PG12.1 5878.389 ms
PG11.6 4533.554 ms

PG12.1 + Patch 4679.162 ms

** PostgreSQL 12.1 + Patch

postgres=# EXPLAIN (ANALYZE on, VERBOSE on, BUFFERS on)
select (2 * a) , (2 * b) , (2 * c), (2 * d), (2 * e)
from realtest;

QUERY PLAN
------------------------------------------------------------------------------------------------------------------------------------------------------
Seq Scan on public.realtest (cost=0.00..307328.38 rows=10828150 width=40)
(actual time=0.012..4009.012 rows=10000001 loops=1)
Output: ('2'::double precision * a), ('2'::double precision * b),
('2'::double precision * c), ('2'::double precision * d), ('2'::double
precision * e)
Buffers: shared hit=63695
Planning Time: 0.038 ms
Execution Time: 4679.162 ms
(5 rows)

Samples: 5K of event 'cpu-clock', Event count (approx.): 1376750000
Overhead Command Shared Object Symbol
31.43% postgres postgres [.] ExecInterpExpr
14.24% postgres postgres [.] float84mul
10.40% postgres [vdso] [.] __vdso_clock_gettime
★ 5.41% postgres libc-2.17.so [.] __isinf
4.63% postgres postgres [.] tts_buffer_heap_getsomeattrs
4.03% postgres postgres [.] ExecScan
3.54% postgres libc-2.17.so [.] __clock_gettime
3.12% postgres postgres [.] HeapTupleSatisfiesVisibility
2.36% postgres postgres [.] heap_getnextslot
2.16% postgres postgres [.] heapgettup_pagemode
2.09% postgres postgres [.] standard_ExecutorRun
2.07% postgres postgres [.] SeqNext
2.03% postgres postgres [.] ExecProcNodeInstr
2.03% postgres postgres [.] tts_virtual_clear

PG 12 is still slower compared to PG 11, but the __isinf() situation is
better with the patch.

Best Regards,
Keisuke Kuroda

Attachments:

check-float-val.patchapplication/octet-stream; name=check-float-val.patchDownload+58-41
#2Andres Freund
andres@anarazel.de
In reply to: Keisuke Kuroda (#1)
Re: In PG12, query with float calculations is slower than PG11

Hi,

On 2020-02-06 14:25:03 +0900, keisuke kuroda wrote:

That's because check_float8_val() (in PG 12) is a function
whose arguments must be evaluated before
it is called (it is inline, but that's irrelevant),
whereas CHECKFLOATVAL() (in PG11) is a macro
whose arguments are only substituted into its body.

Hm - it's not that clear to me that it is irrelevant that the function
gets inlined. The compiler should know that isinf is side-effect free,
and that it doesn't have to evaluate before necessary.

Normally isinf is implemented by a compiler intrisic within the system
headers. But not in your profile:

★ 5.41% postgres libc-2.17.so [.] __isinf

I checked, and I don't see any references to isinf from within float.c
(looking at the disassembly - there's some debug strings containing the
word, but that's it).

What compiler & compiler version on what kind of architecture is this?

Greetings,

Andres Freund

#3Amit Langote
Langote_Amit_f8@lab.ntt.co.jp
In reply to: Andres Freund (#2)
Re: In PG12, query with float calculations is slower than PG11

Hi,

On Thu, Feb 6, 2020 at 2:55 PM Andres Freund <andres@anarazel.de> wrote:

On 2020-02-06 14:25:03 +0900, keisuke kuroda wrote:

That's because check_float8_val() (in PG 12) is a function
whose arguments must be evaluated before
it is called (it is inline, but that's irrelevant),
whereas CHECKFLOATVAL() (in PG11) is a macro
whose arguments are only substituted into its body.

Hm - it's not that clear to me that it is irrelevant that the function
gets inlined. The compiler should know that isinf is side-effect free,
and that it doesn't have to evaluate before necessary.

Normally isinf is implemented by a compiler intrisic within the system
headers. But not in your profile:

★ 5.41% postgres libc-2.17.so [.] __isinf

I checked, and I don't see any references to isinf from within float.c
(looking at the disassembly - there's some debug strings containing the
word, but that's it).

What compiler & compiler version on what kind of architecture is this?

As Kuroda-san mentioned, I also checked the behavior that he reports.
The compiler I used is an ancient one (CentOS 7 default):

$ gcc --version
gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-39)

Compiler dependent behavior of inlining might be relevant here, but
there is one more thing to consider. The if () condition in
check_float8_val (PG 12) and CHECKFLOATVAL (PG 11) is calculated
differently, causing isinf() to be called more times in PG 12:

static inline void
check_float8_val(const float8 val, const bool inf_is_valid,
const bool zero_is_valid)
{
if (!inf_is_valid && unlikely(isinf(val)))
ereport(ERROR,
(errcode(ERRCODE_NUMERIC_VALUE_OUT_OF_RANGE),
errmsg("value out of range: overflow")));

#define CHECKFLOATVAL(val, inf_is_valid, zero_is_valid) \
do { \
if (isinf(val) && !(inf_is_valid)) \
ereport(ERROR, \
(errcode(ERRCODE_NUMERIC_VALUE_OUT_OF_RANGE), \
errmsg("value out of range: overflow"))); \

called thusly:

check_float8_val(result, isinf(val1) || isinf(val2),
val1 == 0.0 || val2 == 0.0);

and

CHECKFLOATVAL(result, isinf(arg1) || isinf(arg2),
arg1 == 0 || arg2 == 0);

from float8_mul() and float8mul() in PG 12 and PG 11, respectively.

You may notice that the if () condition is reversed, so while PG 12
calculates isinf(arg1) || isinf(arg2) first and isinf(result) only if
the first is false, which it is in most cases, PG 11 calculates
isinf(result) first, followed by isinf(arg1) || isinf(arg2) if the
former is true. I don't understand why such reversal was necessary,
but it appears to be the main factor behind this slowdown. So, even
if PG 12's check_float8_val() is perfectly inlined, this slowdown
couldn't be helped.

Thanks,
Amit

#4Tom Lane
tgl@sss.pgh.pa.us
In reply to: Amit Langote (#3)
Re: In PG12, query with float calculations is slower than PG11

So it appears to me that what commit 6bf0bc842 did in this area was
not just wrong, but disastrously so. Before that, we had a macro that
evaluated isinf(val) before it evaluated the inf_is_valid condition.
Now we have check_float[48]_val which do it the other way around.
That would be okay if the inf_is_valid condition were cheap to
evaluate, but in common code paths it's actually twice as expensive
as isinf().

Andres seems to be of the opinion that the compiler should be willing
to ignore the semantic requirements of the C standard in order
to rearrange the code back into the cheaper order. That sounds like
wishful thinking to me ... even if it actually works on his compiler,
it certainly isn't going to work for everyone.

The patch looks unduly invasive to me, but I think that it might be
right that we should go back to a macro-based implementation, because
otherwise we don't have a good way to be certain that the function
parameter won't get evaluated first. (Another reason to do so is
so that the file/line numbers generated for the error reports go back
to being at least a little bit useful.) We could use local variables
within the macro to avoid double evals, if anyone thinks that's
actually important --- I don't.

I think the current code is probably also misusing unlikely(),
and that the right way would be more like

if (unlikely(isinf(val) && !(inf_is_valid)))

regards, tom lane

#5Robert Haas
robertmhaas@gmail.com
In reply to: Tom Lane (#4)
Re: In PG12, query with float calculations is slower than PG11

On Thu, Feb 6, 2020 at 11:04 AM Tom Lane <tgl@sss.pgh.pa.us> wrote:

So it appears to me that what commit 6bf0bc842 did in this area was
not just wrong, but disastrously so. Before that, we had a macro that
evaluated isinf(val) before it evaluated the inf_is_valid condition.
Now we have check_float[48]_val which do it the other way around.
That would be okay if the inf_is_valid condition were cheap to
evaluate, but in common code paths it's actually twice as expensive
as isinf().

Well, if the previous coding was a deliberate attempt to dodge this
performance issue, the evidence seems to be well-concealed. Neither
the comments for that macro nor the related commit messages make any
mention of it. When subtle things like this are performance-critical,
good comments are pretty critical, too.

--
Robert Haas
EnterpriseDB: http://www.enterprisedb.com
The Enterprise PostgreSQL Company

#6Andres Freund
andres@anarazel.de
In reply to: Tom Lane (#4)
Re: In PG12, query with float calculations is slower than PG11

Hi,

On 2020-02-06 11:03:51 -0500, Tom Lane wrote:

Andres seems to be of the opinion that the compiler should be willing
to ignore the semantic requirements of the C standard in order
to rearrange the code back into the cheaper order. That sounds like
wishful thinking to me ... even if it actually works on his compiler,
it certainly isn't going to work for everyone.

Sorry, but, uh, what are you talking about? Please tell me which single
standards violation I'm advocating for?

I was asking about the inlining bit because the first email of the topic
explained that as the problem, which I don't believe can be the full
explanation - and it turns out it isn't. As Amit Langote's followup
email explained, there's the whole issue of the order of checks being
inverted - which is clearly bad. And wholly unrelated to inlining.

And I asked about __isinf() being used because there are issues with
accidentally ending up with the non-intrinsic version of isinf() when
not using gcc, due to badly written standard library headers.

The patch looks unduly invasive to me, but I think that it might be
right that we should go back to a macro-based implementation, because
otherwise we don't have a good way to be certain that the function
parameter won't get evaluated first.

I'd first like to see some actual evidence of this being a problem,
rather than just the order of the checks.

(Another reason to do so is so that the file/line numbers generated
for the error reports go back to being at least a little bit useful.)
We could use local variables within the macro to avoid double evals,
if anyone thinks that's actually important --- I don't.

I don't think that's necessarily a good idea. In fact, I think we should
probably do the exact opposite, and move the error messages further out
of line. All these otherwise very small functions having their own
ereports makes them much bigger. Our low code density, and the resulting
rate of itlb misses, is pretty significant cost (cf [1]https://twitter.com/AndresFreundTec/status/1214305610172289024).

master:
text data bss dec hex filename
36124 44 65 36233 8d89 float.o
error messages moved out of line:
text data bss dec hex filename
32883 44 65 32992 80e0 float.o

Taking int4pl as an example - solely because it is simpler assembly to
look at - we get:

master:
0x00000000004ac190 <+0>: mov 0x30(%rdi),%rax
0x00000000004ac194 <+4>: add 0x20(%rdi),%eax
0x00000000004ac197 <+7>: jo 0x4ac19c <int4pl+12>
0x00000000004ac199 <+9>: cltq
0x00000000004ac19b <+11>: retq
0x00000000004ac19c <+12>: push %rbp
0x00000000004ac19d <+13>: lea 0x1a02c4(%rip),%rsi # 0x64c468
0x00000000004ac1a4 <+20>: xor %r8d,%r8d
0x00000000004ac1a7 <+23>: lea 0x265da1(%rip),%rcx # 0x711f4f <__func__.26823>
0x00000000004ac1ae <+30>: mov $0x30b,%edx
0x00000000004ac1b3 <+35>: mov $0x14,%edi
0x00000000004ac1b8 <+40>: callq 0x586060 <errstart>
0x00000000004ac1bd <+45>: lea 0x147e0e(%rip),%rdi # 0x5f3fd2
0x00000000004ac1c4 <+52>: xor %eax,%eax
0x00000000004ac1c6 <+54>: callq 0x5896a0 <errmsg>
0x00000000004ac1cb <+59>: mov $0x3000082,%edi
0x00000000004ac1d0 <+64>: mov %eax,%ebp
0x00000000004ac1d2 <+66>: callq 0x589540 <errcode>
0x00000000004ac1d7 <+71>: mov %eax,%edi
0x00000000004ac1d9 <+73>: mov %ebp,%esi
0x00000000004ac1db <+75>: xor %eax,%eax
0x00000000004ac1dd <+77>: callq 0x588fb0 <errfinish>

out-of-line error:
0x00000000004b04e0 <+0>: mov 0x30(%rdi),%rax
0x00000000004b04e4 <+4>: add 0x20(%rdi),%eax
0x00000000004b04e7 <+7>: jo 0x4b04ec <int4pl+12>
0x00000000004b04e9 <+9>: cltq
0x00000000004b04eb <+11>: retq
0x00000000004b04ec <+12>: push %rax
0x00000000004b04ed <+13>: callq 0x115e17 <out_of_range_err>

With the out-of-line error, we can fit multiple of these functions into one
cache line. With the inline error, not even one.

Greetings,

Andres Freund

[1]: https://twitter.com/AndresFreundTec/status/1214305610172289024

#7Keisuke Kuroda
keisuke.kuroda.3862@gmail.com
In reply to: Andres Freund (#6)
Re: In PG12, query with float calculations is slower than PG11

Hi,

I have been testing with newer compiler (clang-7)
and result is a bit different at least with clang-7.
Compiling PG 12.1 (even without patch) with clang-7
results in __isinf() no longer being a bottleneck,
that is, you don't see it in profiler at all.

So, there is no issue for people who use the modern clang toolchain,
but maybe that's not everyone.
So there would still be some interest in doing something about this.

* clang

bash-4.2$ which clang
/opt/rh/llvm-toolset-7.0/root/usr/bin/clang

bash-4.2$ clang -v
clang version 7.0.1 (tags/RELEASE_701/final)
Target: x86_64-unknown-linux-gnu
Thread model: posix
InstalledDir: /opt/rh/llvm-toolset-7.0/root/usr/bin
Found candidate GCC installation:
/opt/rh/devtoolset-7/root/usr/lib/gcc/x86_64-redhat-linux/7
Found candidate GCC installation:
/opt/rh/devtoolset-8/root/usr/lib/gcc/x86_64-redhat-linux/8
Found candidate GCC installation: /usr/lib/gcc/x86_64-redhat-linux/4.8.2
Found candidate GCC installation: /usr/lib/gcc/x86_64-redhat-linux/4.8.5
Selected GCC installation:
/opt/rh/devtoolset-8/root/usr/lib/gcc/x86_64-redhat-linux/8
Candidate multilib: .;@m64
Candidate multilib: 32;@m32
Selected multilib: .;@m64

** pg_config

---
CONFIGURE = '--prefix=/var/lib/pgsql/pgsql/12.1'
'CC=/opt/rh/llvm-toolset-7.0/root/usr/bin/clang'
'PKG_CONFIG_PATH=/opt/rh/llvm-toolset-7.0/root/usr/lib64/pkgconfig'
CC = /opt/rh/llvm-toolset-7.0/root/usr/bin/clang
---

* result(PostgreSQL 12.1 (even without patch))

postgres=# EXPLAIN (ANALYZE on, VERBOSE on, BUFFERS on)
select (2 * a) , (2 * b) , (2 * c), (2 * d), (2 * e)
from realtest;

QUERY PLAN
-----------------------------------------------------------------------------------------------------------------------
Seq Scan on public.realtest (cost=0.00..288697.59 rows=10000115 width=40)
(actual time=0.012..3878.284 rows=10000001 loops=1)
Output: ('2'::double precision * a), ('2'::double precision * b),
('2'::double precision * c), ('2'::double precision * d), ('2'::double
precision * e)
Buffers: shared hit=63695
Planning Time: 0.038 ms
Execution Time: 4533.767 ms
(5 rows)

Samples: 5K of event 'cpu-clock', Event count (approx.): 1275000000
Overhead Command Shared Object Symbol
33.92% postgres postgres [.] ExecInterpExpr
13.27% postgres postgres [.] float84mul
10.86% postgres [vdso] [.] __vdso_clock_gettime
5.49% postgres postgres [.] tts_buffer_heap_getsomeattrs
3.96% postgres postgres [.] ExecScan
3.25% postgres libc-2.17.so [.] __clock_gettime
3.16% postgres postgres [.] heap_getnextslot
2.41% postgres postgres [.] tts_virtual_clear
2.39% postgres postgres [.] SeqNext
2.22% postgres postgres [.] InstrStopNode

Best Regards,
Keisuke Kuroda

2020年2月7日(金) 3:48 Andres Freund <andres@anarazel.de>:

Show quoted text

Hi,

On 2020-02-06 11:03:51 -0500, Tom Lane wrote:

Andres seems to be of the opinion that the compiler should be willing
to ignore the semantic requirements of the C standard in order
to rearrange the code back into the cheaper order. That sounds like
wishful thinking to me ... even if it actually works on his compiler,
it certainly isn't going to work for everyone.

Sorry, but, uh, what are you talking about? Please tell me which single
standards violation I'm advocating for?

I was asking about the inlining bit because the first email of the topic
explained that as the problem, which I don't believe can be the full
explanation - and it turns out it isn't. As Amit Langote's followup
email explained, there's the whole issue of the order of checks being
inverted - which is clearly bad. And wholly unrelated to inlining.

And I asked about __isinf() being used because there are issues with
accidentally ending up with the non-intrinsic version of isinf() when
not using gcc, due to badly written standard library headers.

The patch looks unduly invasive to me, but I think that it might be
right that we should go back to a macro-based implementation, because
otherwise we don't have a good way to be certain that the function
parameter won't get evaluated first.

I'd first like to see some actual evidence of this being a problem,
rather than just the order of the checks.

(Another reason to do so is so that the file/line numbers generated
for the error reports go back to being at least a little bit useful.)
We could use local variables within the macro to avoid double evals,
if anyone thinks that's actually important --- I don't.

I don't think that's necessarily a good idea. In fact, I think we should
probably do the exact opposite, and move the error messages further out
of line. All these otherwise very small functions having their own
ereports makes them much bigger. Our low code density, and the resulting
rate of itlb misses, is pretty significant cost (cf [1]).

master:
text data bss dec hex filename
36124 44 65 36233 8d89 float.o
error messages moved out of line:
text data bss dec hex filename
32883 44 65 32992 80e0 float.o

Taking int4pl as an example - solely because it is simpler assembly to
look at - we get:

master:
0x00000000004ac190 <+0>: mov 0x30(%rdi),%rax
0x00000000004ac194 <+4>: add 0x20(%rdi),%eax
0x00000000004ac197 <+7>: jo 0x4ac19c <int4pl+12>
0x00000000004ac199 <+9>: cltq
0x00000000004ac19b <+11>: retq
0x00000000004ac19c <+12>: push %rbp
0x00000000004ac19d <+13>: lea 0x1a02c4(%rip),%rsi #
0x64c468
0x00000000004ac1a4 <+20>: xor %r8d,%r8d
0x00000000004ac1a7 <+23>: lea 0x265da1(%rip),%rcx #
0x711f4f <__func__.26823>
0x00000000004ac1ae <+30>: mov $0x30b,%edx
0x00000000004ac1b3 <+35>: mov $0x14,%edi
0x00000000004ac1b8 <+40>: callq 0x586060 <errstart>
0x00000000004ac1bd <+45>: lea 0x147e0e(%rip),%rdi #
0x5f3fd2
0x00000000004ac1c4 <+52>: xor %eax,%eax
0x00000000004ac1c6 <+54>: callq 0x5896a0 <errmsg>
0x00000000004ac1cb <+59>: mov $0x3000082,%edi
0x00000000004ac1d0 <+64>: mov %eax,%ebp
0x00000000004ac1d2 <+66>: callq 0x589540 <errcode>
0x00000000004ac1d7 <+71>: mov %eax,%edi
0x00000000004ac1d9 <+73>: mov %ebp,%esi
0x00000000004ac1db <+75>: xor %eax,%eax
0x00000000004ac1dd <+77>: callq 0x588fb0 <errfinish>

out-of-line error:
0x00000000004b04e0 <+0>: mov 0x30(%rdi),%rax
0x00000000004b04e4 <+4>: add 0x20(%rdi),%eax
0x00000000004b04e7 <+7>: jo 0x4b04ec <int4pl+12>
0x00000000004b04e9 <+9>: cltq
0x00000000004b04eb <+11>: retq
0x00000000004b04ec <+12>: push %rax
0x00000000004b04ed <+13>: callq 0x115e17 <out_of_range_err>

With the out-of-line error, we can fit multiple of these functions into one
cache line. With the inline error, not even one.

Greetings,

Andres Freund

[1] https://twitter.com/AndresFreundTec/status/1214305610172289024

#8Andres Freund
andres@anarazel.de
In reply to: Keisuke Kuroda (#7)
Re: In PG12, query with float calculations is slower than PG11

Hi,

On February 6, 2020 11:42:30 PM PST, keisuke kuroda <keisuke.kuroda.3862@gmail.com> wrote:

Hi,

I have been testing with newer compiler (clang-7)
and result is a bit different at least with clang-7.
Compiling PG 12.1 (even without patch) with clang-7
results in __isinf() no longer being a bottleneck,
that is, you don't see it in profiler at all.

I don't think that's necessarily the right conclusion. What's quite possibly happening is that you do not see the external isinf function anymore, because it is implemented as an intrinsic, but that there still are more computations being done. Due to the changed order of the isinf checks. You'd have to compare with 11 using the same compiler.

Andres

* result(PostgreSQL 12.1 (even without patch))

postgres=# EXPLAIN (ANALYZE on, VERBOSE on, BUFFERS on)
select (2 * a) , (2 * b) , (2 * c), (2 * d), (2 * e)
from realtest;

QUERY PLAN
-----------------------------------------------------------------------------------------------------------------------
Seq Scan on public.realtest (cost=0.00..288697.59 rows=10000115
width=40)
(actual time=0.012..3878.284 rows=10000001 loops=1)
Output: ('2'::double precision * a), ('2'::double precision * b),
('2'::double precision * c), ('2'::double precision * d), ('2'::double
precision * e)
Buffers: shared hit=63695
Planning Time: 0.038 ms
Execution Time: 4533.767 ms
(5 rows)

Samples: 5K of event 'cpu-clock', Event count (approx.): 1275000000
Overhead Command Shared Object Symbol
33.92% postgres postgres [.] ExecInterpExpr
13.27% postgres postgres [.] float84mul
10.86% postgres [vdso] [.] __vdso_clock_gettime
5.49% postgres postgres [.] tts_buffer_heap_getsomeattrs
3.96% postgres postgres [.] ExecScan
3.25% postgres libc-2.17.so [.] __clock_gettime
3.16% postgres postgres [.] heap_getnextslot
2.41% postgres postgres [.] tts_virtual_clear
2.39% postgres postgres [.] SeqNext
2.22% postgres postgres [.] InstrStopNode

Best Regards,
Keisuke Kuroda

2020年2月7日(金) 3:48 Andres Freund <andres@anarazel.de>:

Hi,

On 2020-02-06 11:03:51 -0500, Tom Lane wrote:

Andres seems to be of the opinion that the compiler should be

willing

to ignore the semantic requirements of the C standard in order
to rearrange the code back into the cheaper order. That sounds

like

wishful thinking to me ... even if it actually works on his

compiler,

it certainly isn't going to work for everyone.

Sorry, but, uh, what are you talking about? Please tell me which

single

standards violation I'm advocating for?

I was asking about the inlining bit because the first email of the

topic

explained that as the problem, which I don't believe can be the full
explanation - and it turns out it isn't. As Amit Langote's followup
email explained, there's the whole issue of the order of checks being
inverted - which is clearly bad. And wholly unrelated to inlining.

And I asked about __isinf() being used because there are issues with
accidentally ending up with the non-intrinsic version of isinf() when
not using gcc, due to badly written standard library headers.

The patch looks unduly invasive to me, but I think that it might be
right that we should go back to a macro-based implementation,

because

otherwise we don't have a good way to be certain that the function
parameter won't get evaluated first.

I'd first like to see some actual evidence of this being a problem,
rather than just the order of the checks.

(Another reason to do so is so that the file/line numbers generated
for the error reports go back to being at least a little bit

useful.)

We could use local variables within the macro to avoid double

evals,

if anyone thinks that's actually important --- I don't.

I don't think that's necessarily a good idea. In fact, I think we

should

probably do the exact opposite, and move the error messages further

out

of line. All these otherwise very small functions having their own
ereports makes them much bigger. Our low code density, and the

resulting

rate of itlb misses, is pretty significant cost (cf [1]).

master:
text data bss dec hex filename
36124 44 65 36233 8d89 float.o
error messages moved out of line:
text data bss dec hex filename
32883 44 65 32992 80e0 float.o

Taking int4pl as an example - solely because it is simpler assembly

to

look at - we get:

master:
0x00000000004ac190 <+0>: mov 0x30(%rdi),%rax
0x00000000004ac194 <+4>: add 0x20(%rdi),%eax
0x00000000004ac197 <+7>: jo 0x4ac19c <int4pl+12>
0x00000000004ac199 <+9>: cltq
0x00000000004ac19b <+11>: retq
0x00000000004ac19c <+12>: push %rbp
0x00000000004ac19d <+13>: lea 0x1a02c4(%rip),%rsi #
0x64c468
0x00000000004ac1a4 <+20>: xor %r8d,%r8d
0x00000000004ac1a7 <+23>: lea 0x265da1(%rip),%rcx #
0x711f4f <__func__.26823>
0x00000000004ac1ae <+30>: mov $0x30b,%edx
0x00000000004ac1b3 <+35>: mov $0x14,%edi
0x00000000004ac1b8 <+40>: callq 0x586060 <errstart>
0x00000000004ac1bd <+45>: lea 0x147e0e(%rip),%rdi #
0x5f3fd2
0x00000000004ac1c4 <+52>: xor %eax,%eax
0x00000000004ac1c6 <+54>: callq 0x5896a0 <errmsg>
0x00000000004ac1cb <+59>: mov $0x3000082,%edi
0x00000000004ac1d0 <+64>: mov %eax,%ebp
0x00000000004ac1d2 <+66>: callq 0x589540 <errcode>
0x00000000004ac1d7 <+71>: mov %eax,%edi
0x00000000004ac1d9 <+73>: mov %ebp,%esi
0x00000000004ac1db <+75>: xor %eax,%eax
0x00000000004ac1dd <+77>: callq 0x588fb0 <errfinish>

out-of-line error:
0x00000000004b04e0 <+0>: mov 0x30(%rdi),%rax
0x00000000004b04e4 <+4>: add 0x20(%rdi),%eax
0x00000000004b04e7 <+7>: jo 0x4b04ec <int4pl+12>
0x00000000004b04e9 <+9>: cltq
0x00000000004b04eb <+11>: retq
0x00000000004b04ec <+12>: push %rax
0x00000000004b04ed <+13>: callq 0x115e17 <out_of_range_err>

With the out-of-line error, we can fit multiple of these functions

into one

cache line. With the inline error, not even one.

Greetings,

Andres Freund

[1] https://twitter.com/AndresFreundTec/status/1214305610172289024

--
Sent from my Android device with K-9 Mail. Please excuse my brevity.

#9Amit Langote
Langote_Amit_f8@lab.ntt.co.jp
In reply to: Andres Freund (#8)
Re: In PG12, query with float calculations is slower than PG11

On Fri, Feb 7, 2020 at 4:54 PM Andres Freund <andres@anarazel.de> wrote:

On February 6, 2020 11:42:30 PM PST, keisuke kuroda <keisuke.kuroda.3862@gmail.com> wrote:

Hi,

I have been testing with newer compiler (clang-7)
and result is a bit different at least with clang-7.
Compiling PG 12.1 (even without patch) with clang-7
results in __isinf() no longer being a bottleneck,
that is, you don't see it in profiler at all.

I don't think that's necessarily the right conclusion. What's quite possibly happening is that you do not see the external isinf function anymore, because it is implemented as an intrinsic, but that there still are more computations being done. Due to the changed order of the isinf checks. You'd have to compare with 11 using the same compiler.

I did some tests using two relatively recent compilers: gcc 8 and
clang-7 and here are the results:

Setup:

create table realtest (a real, b real, c real, d real, e real);
insert into realtest select i, i, i, i, i from generate_series(1, 1000000) i;

Test query:

/tmp/query.sql
select avg(2*dsqrt(a)), avg(2*dsqrt(b)), avg(2*dsqrt(c)),
avg(2*dsqrt(d)), avg(2*dsqrt(e)) from realtest;

pgbench -n -T 60 -f /tmp/query.sql

Latency and profiling results:

gcc 8 (gcc (GCC) 8.3.1 20190311 (Red Hat 8.3.1-3))
====

11.6

latency average = 463.968 ms

40.62% postgres postgres [.] ExecInterpExpr
9.74% postgres postgres [.] float8_accum
6.12% postgres libc-2.17.so [.] __isinf
5.96% postgres postgres [.] float8mul
5.33% postgres postgres [.] dsqrt
3.90% postgres postgres [.] ftod
3.53% postgres postgres [.] Float8GetDatum
2.34% postgres postgres [.] DatumGetFloat8
2.15% postgres postgres [.] AggCheckCallContext
2.03% postgres postgres [.] slot_deform_tuple
1.95% postgres libm-2.17.so [.] __sqrt
1.19% postgres postgres [.] check_float8_array

HEAD

latency average = 549.071 ms

31.74% postgres postgres [.] ExecInterpExpr
11.02% postgres libc-2.17.so [.] __isinf
10.58% postgres postgres [.] float8_accum
4.84% postgres postgres [.] check_float8_val
4.66% postgres postgres [.] dsqrt
3.91% postgres postgres [.] float8mul
3.56% postgres postgres [.] ftod
3.26% postgres postgres [.] Float8GetDatum
2.91% postgres postgres [.] float8_mul
2.30% postgres postgres [.] DatumGetFloat8
2.19% postgres postgres [.] slot_deform_heap_tuple
1.81% postgres postgres [.] AggCheckCallContext
1.31% postgres libm-2.17.so [.] __sqrt
1.25% postgres postgres [.] check_float8_array

HEAD + patch

latency average = 546.624 ms

33.51% postgres postgres [.] ExecInterpExpr
10.35% postgres postgres [.] float8_accum
10.06% postgres libc-2.17.so [.] __isinf
4.58% postgres postgres [.] dsqrt
4.14% postgres postgres [.] check_float8_val
4.03% postgres postgres [.] ftod
3.54% postgres postgres [.] float8mul
2.96% postgres postgres [.] Float8GetDatum
2.38% postgres postgres [.] slot_deform_heap_tuple
2.23% postgres postgres [.] DatumGetFloat8
2.09% postgres postgres [.] float8_mul
1.88% postgres postgres [.] AggCheckCallContext
1.65% postgres libm-2.17.so [.] __sqrt
1.22% postgres postgres [.] check_float8_array

clang-7 (clang version 7.0.1 (tags/RELEASE_701/final))
=====

11.6

latency average = 419.014 ms

47.57% postgres postgres [.] ExecInterpExpr
7.99% postgres postgres [.] float8_accum
5.96% postgres postgres [.] dsqrt
4.88% postgres postgres [.] float8mul
4.23% postgres postgres [.] ftod
3.30% postgres postgres [.] slot_deform_tuple
3.19% postgres postgres [.] DatumGetFloat8
1.92% postgres libm-2.17.so [.] __sqrt
1.72% postgres postgres [.] check_float8_array

HEAD

latency average = 452.958 ms

40.55% postgres postgres [.] ExecInterpExpr
10.61% postgres postgres [.] float8_accum
4.58% postgres postgres [.] dsqrt
3.59% postgres postgres [.] slot_deform_heap_tuple
3.54% postgres postgres [.] check_float8_val
3.48% postgres postgres [.] ftod
3.42% postgres postgres [.] float8mul
3.22% postgres postgres [.] DatumGetFloat8
2.69% postgres postgres [.] Float8GetDatum
2.46% postgres postgres [.] float8_mul
2.29% postgres libm-2.17.so [.] __sqrt
1.47% postgres postgres [.] check_float8_array

HEAD + patch

latency average = 452.533 ms

41.05% postgres postgres [.] ExecInterpExpr
10.15% postgres postgres [.] float8_accum
5.62% postgres postgres [.] dsqrt
3.86% postgres postgres [.] check_float8_val
3.27% postgres postgres [.] float8mul
3.09% postgres postgres [.] slot_deform_heap_tuple
2.91% postgres postgres [.] ftod
2.88% postgres postgres [.] DatumGetFloat8
2.62% postgres postgres [.] float8_mul
2.03% postgres libm-2.17.so [.] __sqrt
2.00% postgres postgres [.] check_float8_array

The patch mentioned above is this:

diff --git a/src/include/utils/float.h b/src/include/utils/float.h
index e2c5dc0f57..dc97d19293 100644
--- a/src/include/utils/float.h
+++ b/src/include/utils/float.h
@@ -136,12 +136,12 @@ static inline void
 check_float4_val(const float4 val, const bool inf_is_valid,
                  const bool zero_is_valid)
 {
-    if (!inf_is_valid && unlikely(isinf(val)))
+    if (unlikely(isinf(val)) && !inf_is_valid)
         ereport(ERROR,
                 (errcode(ERRCODE_NUMERIC_VALUE_OUT_OF_RANGE),
                  errmsg("value out of range: overflow")));
-    if (!zero_is_valid && unlikely(val == 0.0))
+    if (unlikely(val == 0.0) && !zero_is_valid)
         ereport(ERROR,
                 (errcode(ERRCODE_NUMERIC_VALUE_OUT_OF_RANGE),
                  errmsg("value out of range: underflow")));
@@ -151,12 +151,12 @@ static inline void
 check_float8_val(const float8 val, const bool inf_is_valid,
                  const bool zero_is_valid)
 {
-    if (!inf_is_valid && unlikely(isinf(val)))
+    if (unlikely(isinf(val)) && !inf_is_valid)
         ereport(ERROR,
                 (errcode(ERRCODE_NUMERIC_VALUE_OUT_OF_RANGE),
                  errmsg("value out of range: overflow")));
-    if (!zero_is_valid && unlikely(val == 0.0))
+    if (unlikely(val == 0.0) && !zero_is_valid)
         ereport(ERROR,
                 (errcode(ERRCODE_NUMERIC_VALUE_OUT_OF_RANGE),
                  errmsg("value out of range: underflow")));

So, the patch appears to do very little here. I can only conclude that
the check_float{8|4}_val() (PG 12) is slower than CHECKFLOATVAL() (PG
11) due to arguments being evaluated first. It's entirely possible
though that the patch shown above is not enough.

Thanks,
Amit

#10Amit Langote
Langote_Amit_f8@lab.ntt.co.jp
In reply to: Amit Langote (#9)
Re: In PG12, query with float calculations is slower than PG11

Fwiw, also tried the patch that Kuroda-san had posted yesterday.

On Fri, Feb 7, 2020 at 5:17 PM Amit Langote <amitlangote09@gmail.com> wrote:

Latency and profiling results:

gcc 8 (gcc (GCC) 8.3.1 20190311 (Red Hat 8.3.1-3))
====

11.6

latency average = 463.968 ms

40.62% postgres postgres [.] ExecInterpExpr
9.74% postgres postgres [.] float8_accum
6.12% postgres libc-2.17.so [.] __isinf
5.96% postgres postgres [.] float8mul
5.33% postgres postgres [.] dsqrt
3.90% postgres postgres [.] ftod
3.53% postgres postgres [.] Float8GetDatum
2.34% postgres postgres [.] DatumGetFloat8
2.15% postgres postgres [.] AggCheckCallContext
2.03% postgres postgres [.] slot_deform_tuple
1.95% postgres libm-2.17.so [.] __sqrt
1.19% postgres postgres [.] check_float8_array

HEAD

latency average = 549.071 ms

31.74% postgres postgres [.] ExecInterpExpr
11.02% postgres libc-2.17.so [.] __isinf
10.58% postgres postgres [.] float8_accum
4.84% postgres postgres [.] check_float8_val
4.66% postgres postgres [.] dsqrt
3.91% postgres postgres [.] float8mul
3.56% postgres postgres [.] ftod
3.26% postgres postgres [.] Float8GetDatum
2.91% postgres postgres [.] float8_mul
2.30% postgres postgres [.] DatumGetFloat8
2.19% postgres postgres [.] slot_deform_heap_tuple
1.81% postgres postgres [.] AggCheckCallContext
1.31% postgres libm-2.17.so [.] __sqrt
1.25% postgres postgres [.] check_float8_array

HEAD + patch

latency average = 546.624 ms

33.51% postgres postgres [.] ExecInterpExpr
10.35% postgres postgres [.] float8_accum
10.06% postgres libc-2.17.so [.] __isinf
4.58% postgres postgres [.] dsqrt
4.14% postgres postgres [.] check_float8_val
4.03% postgres postgres [.] ftod
3.54% postgres postgres [.] float8mul
2.96% postgres postgres [.] Float8GetDatum
2.38% postgres postgres [.] slot_deform_heap_tuple
2.23% postgres postgres [.] DatumGetFloat8
2.09% postgres postgres [.] float8_mul
1.88% postgres postgres [.] AggCheckCallContext
1.65% postgres libm-2.17.so [.] __sqrt
1.22% postgres postgres [.] check_float8_array

HEAD + Kuroda-san's patch (compiled with gcc 8)

latency average = 484.604 ms

37.41% postgres postgres [.] ExecInterpExpr
10.83% postgres postgres [.] float8_accum
5.62% postgres postgres [.] dsqrt
4.23% postgres libc-2.17.so [.] __isinf
4.05% postgres postgres [.] float8mul
3.85% postgres postgres [.] ftod
3.18% postgres postgres [.] Float8GetDatum
2.81% postgres postgres [.] slot_deform_heap_tuple
2.63% postgres postgres [.] DatumGetFloat8
2.46% postgres postgres [.] float8_mul
1.91% postgres libm-2.17.so [.] __sqrt

clang-7 (clang version 7.0.1 (tags/RELEASE_701/final))
=====

11.6

latency average = 419.014 ms

47.57% postgres postgres [.] ExecInterpExpr
7.99% postgres postgres [.] float8_accum
5.96% postgres postgres [.] dsqrt
4.88% postgres postgres [.] float8mul
4.23% postgres postgres [.] ftod
3.30% postgres postgres [.] slot_deform_tuple
3.19% postgres postgres [.] DatumGetFloat8
1.92% postgres libm-2.17.so [.] __sqrt
1.72% postgres postgres [.] check_float8_array

HEAD

latency average = 452.958 ms

40.55% postgres postgres [.] ExecInterpExpr
10.61% postgres postgres [.] float8_accum
4.58% postgres postgres [.] dsqrt
3.59% postgres postgres [.] slot_deform_heap_tuple
3.54% postgres postgres [.] check_float8_val
3.48% postgres postgres [.] ftod
3.42% postgres postgres [.] float8mul
3.22% postgres postgres [.] DatumGetFloat8
2.69% postgres postgres [.] Float8GetDatum
2.46% postgres postgres [.] float8_mul
2.29% postgres libm-2.17.so [.] __sqrt
1.47% postgres postgres [.] check_float8_array

HEAD + patch

latency average = 452.533 ms

41.05% postgres postgres [.] ExecInterpExpr
10.15% postgres postgres [.] float8_accum
5.62% postgres postgres [.] dsqrt
3.86% postgres postgres [.] check_float8_val
3.27% postgres postgres [.] float8mul
3.09% postgres postgres [.] slot_deform_heap_tuple
2.91% postgres postgres [.] ftod
2.88% postgres postgres [.] DatumGetFloat8
2.62% postgres postgres [.] float8_mul
2.03% postgres libm-2.17.so [.] __sqrt
2.00% postgres postgres [.] check_float8_array

HEAD + Kuroda-san's patch (compiled with clang-7)

latency average = 435.454 ms

43.02% postgres postgres [.] ExecInterpExpr
10.86% postgres postgres [.] float8_accum
3.97% postgres postgres [.] dsqrt
3.97% postgres postgres [.] float8mul
3.51% postgres postgres [.] ftod
3.42% postgres postgres [.] slot_deform_heap_tuple
3.36% postgres postgres [.] DatumGetFloat8
1.97% postgres libm-2.17.so [.] __sqrt
1.97% postgres postgres [.] check_float8_array
1.88% postgres postgres [.] float8_mul

Needless to say, that one makes a visible difference, although still
slower compared to PG 11.

Thanks,
Amit

#11Emre Hasegeli
emre@hasegeli.com
In reply to: Amit Langote (#10)
Re: In PG12, query with float calculations is slower than PG11

Fwiw, also tried the patch that Kuroda-san had posted yesterday.

I run the same test case too:

clang version 7.0.0:

HEAD 2548.119 ms
with patch 2320.974 ms

clang version 8.0.0:

HEAD 2431.766 ms
with patch 2419.439 ms

clang version 9.0.0:

HEAD 2477.493 ms
with patch 2365.509 ms

gcc version 7.4.0:

HEAD 2451.261 ms
with patch 2343.393 ms

gcc version 8.3.0:

HEAD 2540.626 ms
with patch 2299.653 ms

#12Emre Hasegeli
emre@hasegeli.com
In reply to: Andres Freund (#6)
Re: In PG12, query with float calculations is slower than PG11

The patch looks unduly invasive to me, but I think that it might be
right that we should go back to a macro-based implementation, because
otherwise we don't have a good way to be certain that the function
parameter won't get evaluated first.

I'd first like to see some actual evidence of this being a problem,
rather than just the order of the checks.

There seem to be enough evidence of this being the problem. We are
better off going back to the macro-based implementation. I polished
Keisuke Kuroda's patch commenting about the performance issue, removed
the check_float*_val() functions completely, and added unlikely() as
Tom Lane suggested. It is attached. I confirmed with different
compilers that the macro, and unlikely() makes this noticeably faster.

Attachments:

0001-Bring-back-CHECKFLOATVAL-macro-v01.patchtext/x-patch; charset=US-ASCII; name=0001-Bring-back-CHECKFLOATVAL-macro-v01.patchDownload+66-78
#13Tels
nospam-pg-abuse@bloodgate.com
In reply to: Emre Hasegeli (#12)
Re: In PG12, query with float calculations is slower than PG11

Moin,

On 2020-02-07 15:42, Emre Hasegeli wrote:

The patch looks unduly invasive to me, but I think that it might be
right that we should go back to a macro-based implementation, because
otherwise we don't have a good way to be certain that the function
parameter won't get evaluated first.

I'd first like to see some actual evidence of this being a problem,
rather than just the order of the checks.

There seem to be enough evidence of this being the problem. We are
better off going back to the macro-based implementation. I polished
Keisuke Kuroda's patch commenting about the performance issue, removed
the check_float*_val() functions completely, and added unlikely() as
Tom Lane suggested. It is attached. I confirmed with different
compilers that the macro, and unlikely() makes this noticeably faster.

Hm, the diff has the macro tests as:

  +	if (unlikely(isinf(val) && !(inf_is_valid)))
  ...
  +      if (unlikely((val) == 0.0 && !(zero_is_valid)))

But the comment does not explain that this test has to be in that
order, or the compiler will for non-constant arguments evalute
the (now) right-side first. E.g. if I understand this correctly:

+ if (!(zero_is_valid) && unlikely((val) == 0.0)

would have the same problem of evaluating "zero_is_valid" (which
might be an isinf(arg1) || isinf(arg2)) first and so be the same thing
we try to avoid with the macro? Maybe adding this bit of info to the
comment makes it clearer?

Also, a few places use the macro as:

+ CHECKFLOATVAL(result, true, true);

which evaluates to a complete NOP in both cases. IMHO this could be
replaced with a comment like:

+ // No CHECKFLOATVAL() needed, as both inf and 0.0 are valid

(or something along the lines of "no error can occur"), as otherwise
CHECKFLOATVAL() implies to the casual reader that there are some checks
done, while in reality no real checks are done at all (and hopefully
the compiler optimizes everything away, which might not be true for
debug builds).

--
Best regards,

Tels

Attachments:

0001-Bring-back-CHECKFLOATVAL-macro-v01.patchtext/x-patch; charset=US-ASCII; name=0001-Bring-back-CHECKFLOATVAL-macro-v01.patchDownload+66-78
#14Andres Freund
andres@anarazel.de
In reply to: Amit Langote (#9)
Re: In PG12, query with float calculations is slower than PG11

Hi,

On 2020-02-07 17:17:21 +0900, Amit Langote wrote:

I did some tests using two relatively recent compilers: gcc 8 and
clang-7 and here are the results:

Hm, these very much look like they've been done in an unoptimized build?

40.62% postgres postgres [.] ExecInterpExpr
9.74% postgres postgres [.] float8_accum
6.12% postgres libc-2.17.so [.] __isinf
5.96% postgres postgres [.] float8mul
5.33% postgres postgres [.] dsqrt
3.90% postgres postgres [.] ftod
3.53% postgres postgres [.] Float8GetDatum
2.34% postgres postgres [.] DatumGetFloat8
2.15% postgres postgres [.] AggCheckCallContext
2.03% postgres postgres [.] slot_deform_tuple
1.95% postgres libm-2.17.so [.] __sqrt
1.19% postgres postgres [.] check_float8_array

HEAD

latency average = 549.071 ms

31.74% postgres postgres [.] ExecInterpExpr
11.02% postgres libc-2.17.so [.] __isinf
10.58% postgres postgres [.] float8_accum
4.84% postgres postgres [.] check_float8_val
4.66% postgres postgres [.] dsqrt
3.91% postgres postgres [.] float8mul
3.56% postgres postgres [.] ftod
3.26% postgres postgres [.] Float8GetDatum
2.91% postgres postgres [.] float8_mul
2.30% postgres postgres [.] DatumGetFloat8
2.19% postgres postgres [.] slot_deform_heap_tuple
1.81% postgres postgres [.] AggCheckCallContext
1.31% postgres libm-2.17.so [.] __sqrt
1.25% postgres postgres [.] check_float8_array

Because DatumGetFloat8, Float8GetDatum, etc aren't functions that
normally stay separate.

Greetings,

Andres Freund

#15Amit Langote
Langote_Amit_f8@lab.ntt.co.jp
In reply to: Andres Freund (#14)
Re: In PG12, query with float calculations is slower than PG11

On Sat, Feb 8, 2020 at 3:13 AM Andres Freund <andres@anarazel.de> wrote:

On 2020-02-07 17:17:21 +0900, Amit Langote wrote:

I did some tests using two relatively recent compilers: gcc 8 and
clang-7 and here are the results:

Hm, these very much look like they've been done in an unoptimized build?

40.62% postgres postgres [.] ExecInterpExpr
9.74% postgres postgres [.] float8_accum
6.12% postgres libc-2.17.so [.] __isinf
5.96% postgres postgres [.] float8mul
5.33% postgres postgres [.] dsqrt
3.90% postgres postgres [.] ftod
3.53% postgres postgres [.] Float8GetDatum
2.34% postgres postgres [.] DatumGetFloat8
2.15% postgres postgres [.] AggCheckCallContext
2.03% postgres postgres [.] slot_deform_tuple
1.95% postgres libm-2.17.so [.] __sqrt
1.19% postgres postgres [.] check_float8_array

HEAD

latency average = 549.071 ms

31.74% postgres postgres [.] ExecInterpExpr
11.02% postgres libc-2.17.so [.] __isinf
10.58% postgres postgres [.] float8_accum
4.84% postgres postgres [.] check_float8_val
4.66% postgres postgres [.] dsqrt
3.91% postgres postgres [.] float8mul
3.56% postgres postgres [.] ftod
3.26% postgres postgres [.] Float8GetDatum
2.91% postgres postgres [.] float8_mul
2.30% postgres postgres [.] DatumGetFloat8
2.19% postgres postgres [.] slot_deform_heap_tuple
1.81% postgres postgres [.] AggCheckCallContext
1.31% postgres libm-2.17.so [.] __sqrt
1.25% postgres postgres [.] check_float8_array

Because DatumGetFloat8, Float8GetDatum, etc aren't functions that
normally stay separate.

Okay, fair.

Here are numbers after compiling with -O3:

gcc 8
=====

HEAD

latency average = 350.187 ms

34.67% postgres postgres [.] ExecInterpExpr
20.94% postgres libc-2.17.so [.] __isinf
10.74% postgres postgres [.] float8_accum
8.22% postgres postgres [.] dsqrt
6.63% postgres postgres [.] float8mul
3.45% postgres postgres [.] ftod
2.32% postgres postgres [.] tts_buffer_heap_getsomeattrs

HEAD + reverse-if-condition patch

latency average = 346.710 ms

34.48% postgres postgres [.] ExecInterpExpr
21.00% postgres libc-2.17.so [.] __isinf
12.26% postgres postgres [.] float8_accum
8.31% postgres postgres [.] dsqrt
6.32% postgres postgres [.] float8mul
3.23% postgres postgres [.] ftod
2.25% postgres postgres [.] tts_buffer_heap_getsomeattrs

HEAD + revert-to-macro patch

latency average = 297.493 ms

39.25% postgres postgres [.] ExecInterpExpr
14.44% postgres postgres [.] float8_accum
11.02% postgres libc-2.17.so [.] __isinf
8.21% postgres postgres [.] dsqrt
5.55% postgres postgres [.] float8mul
4.15% postgres postgres [.] ftod
2.78% postgres postgres [.] tts_buffer_heap_getsomeattrs

11.6

latency average = 290.301 ms

42.78% postgres postgres [.] ExecInterpExpr
12.27% postgres postgres [.] float8_accum
12.12% postgres libc-2.17.so [.] __isinf
8.96% postgres postgres [.] dsqrt
5.77% postgres postgres [.] float8mul
3.94% postgres postgres [.] ftod
2.61% postgres postgres [.] AggCheckCallContext

clang-7
=======

HEAD

latency average = 246.278 ms

44.47% postgres postgres [.] ExecInterpExpr
14.56% postgres postgres [.] float8_accum
7.25% postgres postgres [.] float8mul
7.22% postgres postgres [.] dsqrt
5.40% postgres postgres [.] ftod
4.09% postgres postgres [.] tts_buffer_heap_getsomeattrs
2.20% postgres postgres [.] check_float8_val

HEAD + reverse-if-condition patch

latency average = 240.212 ms

45.49% postgres postgres [.] ExecInterpExpr
13.69% postgres postgres [.] float8_accum
8.32% postgres postgres [.] dsqrt
5.28% postgres postgres [.] ftod
5.19% postgres postgres [.] float8mul
3.68% postgres postgres [.] tts_buffer_heap_getsomeattrs
2.90% postgres postgres [.] float8_mul

HEAD + revert-to-macro patch

latency average = 240.620 ms

44.04% postgres postgres [.] ExecInterpExpr
13.72% postgres postgres [.] float8_accum
9.26% postgres postgres [.] dsqrt
5.30% postgres postgres [.] ftod
4.66% postgres postgres [.] float8mul
3.53% postgres postgres [.] tts_buffer_heap_getsomeattrs
3.39% postgres postgres [.] float8_mul

11.6

latency average = 237.045 ms

46.85% postgres postgres [.] ExecInterpExpr
11.39% postgres postgres [.] float8_accum
8.02% postgres postgres [.] dsqrt
7.29% postgres postgres [.] slot_deform_tuple
6.04% postgres postgres [.] float8mul
5.49% postgres postgres [.] ftod

PG 12 is worse than PG 11 when compiled with gcc.

Thanks,
Amit

#16Amit Langote
Langote_Amit_f8@lab.ntt.co.jp
In reply to: Emre Hasegeli (#12)
Re: In PG12, query with float calculations is slower than PG11

On Fri, Feb 7, 2020 at 11:43 PM Emre Hasegeli <emre@hasegeli.com> wrote:

The patch looks unduly invasive to me, but I think that it might be
right that we should go back to a macro-based implementation, because
otherwise we don't have a good way to be certain that the function
parameter won't get evaluated first.

I'd first like to see some actual evidence of this being a problem,
rather than just the order of the checks.

There seem to be enough evidence of this being the problem. We are
better off going back to the macro-based implementation. I polished
Keisuke Kuroda's patch commenting about the performance issue, removed
the check_float*_val() functions completely, and added unlikely() as
Tom Lane suggested. It is attached. I confirmed with different
compilers that the macro, and unlikely() makes this noticeably faster.

Thanks for updating the patch.

Should we update the same macro in contrib/btree_gist/btree_utils_num.h too?

Regards,
Amit

#17Emre Hasegeli
emre@hasegeli.com
In reply to: Tels (#13)
Re: In PG12, query with float calculations is slower than PG11

But the comment does not explain that this test has to be in that
order, or the compiler will for non-constant arguments evalute
the (now) right-side first. E.g. if I understand this correctly:

+ if (!(zero_is_valid) && unlikely((val) == 0.0)

would have the same problem of evaluating "zero_is_valid" (which
might be an isinf(arg1) || isinf(arg2)) first and so be the same thing
we try to avoid with the macro? Maybe adding this bit of info to the
comment makes it clearer?

Added.

Also, a few places use the macro as:

+ CHECKFLOATVAL(result, true, true);

which evaluates to a complete NOP in both cases. IMHO this could be
replaced with a comment like:

+ // No CHECKFLOATVAL() needed, as both inf and 0.0 are valid

(or something along the lines of "no error can occur"), as otherwise
CHECKFLOATVAL() implies to the casual reader that there are some checks
done, while in reality no real checks are done at all (and hopefully
the compiler optimizes everything away, which might not be true for
debug builds).

I don't know why those trigonometric functions don't check for
overflow/underflow like all the rest of float.c. I'll submit another
patch to make them error when overflow/underflow.

The new version is attached.

Attachments:

0001-Bring-back-CHECKFLOATVAL-macro-v02.patchtext/x-patch; charset=US-ASCII; name=0001-Bring-back-CHECKFLOATVAL-macro-v02.patchDownload+70-81
#18Emre Hasegeli
emre@hasegeli.com
In reply to: Amit Langote (#16)
Re: In PG12, query with float calculations is slower than PG11

Should we update the same macro in contrib/btree_gist/btree_utils_num.h too?

I posted another version incorporating this.

#19Andres Freund
andres@anarazel.de
In reply to: Emre Hasegeli (#17)
Re: In PG12, query with float calculations is slower than PG11

Hi,

On 2020-02-12 11:54:13 +0000, Emre Hasegeli wrote:

From fb5052b869255ef9465b1de92e84b2fb66dd6eb3 Mon Sep 17 00:00:00 2001
From: Emre Hasegeli <emre@hasegeli.com>
Date: Fri, 7 Feb 2020 10:27:25 +0000
Subject: [PATCH] Bring back CHECKFLOATVAL() macro

The inline functions added by 6bf0bc842b caused the conditions of
overflow/underflow checks to be evaluated when no overflow/underflow
happen. This slowed down floating point operations. This commit brings
back the macro that was in use before 6bf0bc842b to fix the performace
regression.

Wait, no. Didn't we get to the point that we figured out that the
primary issue is the reversal of the order of what is checked is the
primary problem, rather than the macro/inline piece?

Nor do I see how it's going to be ok to just rename the function in a
stable branch.

Greetings,

Andres Freund

#20Emre Hasegeli
emre@hasegeli.com
In reply to: Andres Freund (#19)
Re: In PG12, query with float calculations is slower than PG11

Wait, no. Didn't we get to the point that we figured out that the
primary issue is the reversal of the order of what is checked is the
primary problem, rather than the macro/inline piece?

Reversal of the order makes a small or no difference. The
macro/inline change causes the real slowdown at least on GCC.

Nor do I see how it's going to be ok to just rename the function in a
stable branch.

I'll post another version to keep them around.

#21Andres Freund
andres@anarazel.de
In reply to: Emre Hasegeli (#20)
#22Tom Lane
tgl@sss.pgh.pa.us
In reply to: Andres Freund (#21)
#23Andres Freund
andres@anarazel.de
In reply to: Tom Lane (#22)
#24Tom Lane
tgl@sss.pgh.pa.us
In reply to: Andres Freund (#23)
#25Andres Freund
andres@anarazel.de
In reply to: Tom Lane (#24)
#26Tom Lane
tgl@sss.pgh.pa.us
In reply to: Andres Freund (#25)
#27Emre Hasegeli
emre@hasegeli.com
In reply to: Andres Freund (#25)
#28Emre Hasegeli
emre@hasegeli.com
In reply to: Emre Hasegeli (#27)
#29Tom Lane
tgl@sss.pgh.pa.us
In reply to: Emre Hasegeli (#28)
#30Andres Freund
andres@anarazel.de
In reply to: Tom Lane (#29)
#31Andres Freund
andres@anarazel.de
In reply to: Emre Hasegeli (#28)
#32Tom Lane
tgl@sss.pgh.pa.us
In reply to: Andres Freund (#30)
#33Tom Lane
tgl@sss.pgh.pa.us
In reply to: Andres Freund (#31)
#34Tom Lane
tgl@sss.pgh.pa.us
In reply to: Tom Lane (#33)
#35Andres Freund
andres@anarazel.de
In reply to: Tom Lane (#34)
#36Amit Langote
Langote_Amit_f8@lab.ntt.co.jp
In reply to: Andres Freund (#35)
#37Keisuke Kuroda
keisuke.kuroda.3862@gmail.com
In reply to: Amit Langote (#36)