Re: Make COPY format extendable: Extract COPY TO format implementations - Mailing list pgsql-hackers

Hi,

In <c36d218a-bb38-42b9-9076-cb75b8984a39@vondra.me>
  "Re: Make COPY format extendable: Extract COPY TO format implementations" on Mon, 17 Nov 2025 18:04:46 +0100,
  Tomas Vondra <tomas@vondra.me> wrote:

> I got pinged about this patch off-list. I won't have capacity to do a
> proper review, anytime soon, but I got a bit of time to do a simple
> benchmark (which seems useful as that was one of the concerns in this
> thread, it seems).

Thanks!!!

I also do the same condition benchmark on my Mac mini:

Machine:

* Apple M1 (8 core)
* Memory: 16GB
* macOS Sequoia (15.6)

Parameters:

* N integer columns: 1 10 100
* N rows: 10 100 1000 10000 10000 100000 1000000
* Formats: text csv binary
* Operations: FROM TO
* Patches: 0001 0002 0003 0004 0005 0006

I ran 5 times for each parameter set and choose the median
elapsed time.

I used
https://gitlab.com/ktou/pg-bench/-/blob/main/copy-format-extendable/run.sh
. I attach it.

I measured 6 times. See the attached mac-mini-result-${N}.{csv,pdf}.

A PDF has 3 columns. They are text, csv and binary formats
from left to right.

1st row uses COPY FROM and 0001 patch.
2nd row uses COPY TO and 0001 patch.

3rd row uses COPY FROM and 0002 patch.
4th row uses COPY TO and 0002 patch.

...

Each heatmap visualizes (${elapsed_time_patch} /
${elapsed_time_master}) * 100. 100 > (red) means slower and
100 < (blue) means faster.

It seems that they don't show any reproducible trends.

For example, the binary cases in mac-mini-result-2.pdf show
that patched cases are always slower but the binary cases in
mac-mini-result-{1,6}.pdf show that most patched cases are
faster. The binary cases in mac-mini-result-{1,5,6}.pdf show
that 0006 patch is slower than 0005 patch but the binary
cases in mac-mini-result-{3,4}.pdf don't show it.

Another example, the text cases in mac-mini-result-1.pdf
show that patched cases are always slower but the text cases
in mac-mini-result-1.pdf show that most patched cases are
faster.

I hope that these numbers help to proceed this proposal.


Thanks,
-- 
kou
#!/bin/bash
# -*- sh-indentation: 2; sh-basic-offset: 2-*-

# This is based on codes from Michael Paquier and Tomas Vondra:
# * https://www.postgresql.org/message-id/flat/Zbr6piWuVHDtFFOl%40paquier.xyz#dbbec4d5c54ef2317be01a54abaf495c
# * https://www.postgresql.org/message-id/flat/26541788-8853-4d93-86cd-5f701b13ae51%40enterprisedb.com

DIR=${1:-$(pwd)}

psql postgres > /dev/null 2>&1 <<EOF
DROP DATABASE IF EXISTS test;
CREATE DATABASE test;
EOF
psql test > /dev/null 2>&1 <<EOF
CREATE EXTENSION blackhole_am;
CREATE OR REPLACE FUNCTION create_table_cols(tabname text, num_cols int)
RETURNS VOID AS
\$func\$
DECLARE
  query text;
BEGIN
  query := 'CREATE UNLOGGED TABLE ' || tabname || ' (';
  FOR i IN 1..num_cols LOOP
    query := query || 'a_' || i::text || ' int2 default 1';
    IF i != num_cols THEN
      query := query || ', ';
    END IF;
  END LOOP;
  query := query || ')';
  EXECUTE format(query);
END
\$func\$ LANGUAGE plpgsql;
EOF

for format in text csv binary; do
  for n_columns in 1 10 100; do
    for n_rows in 10 100 1000 10000 10000 100000 1000000; do
      psql test > /dev/null 2>&1 <<EOF
DROP TABLE IF EXISTS to_table;
DROP TABLE IF EXISTS from_table;

SELECT create_table_cols ('to_table', ${n_columns});
SELECT create_table_cols ('from_table', ${n_columns});

INSERT INTO to_table SELECT 1 FROM generate_series(1, ${n_rows});

COPY to_table TO '$DIR/test.data' WITH (FORMAT ${format});

ALTER TABLE from_table SET ACCESS METHOD blackhole_am;
EOF

      # run COPY TO 5x
      for r in $(seq 1 5); do
        s=$(psql test -t -A -c "SELECT EXTRACT(EPOCH FROM now())")
        psql test -c "COPY to_table TO '/dev/null' WITH (FORMAT ${format})" > /dev/null 2>&1
        d=$(psql test -t -A -c "SELECT 1000 * (EXTRACT(EPOCH FROM now()) - $s)")
        echo "TO,${format},${n_columns},${n_rows},${r},${d}"
      done

      # run COPY FROM 5x
      for r in $(seq 1 5); do
        s=$(psql test -t -A -c "SELECT EXTRACT(EPOCH FROM now())")
        psql test -c "COPY from_table FROM '$DIR/test.data' WITH (FORMAT ${format})" > /dev/null 2>&1
        d=$(psql test -t -A -c "SELECT 1000 * (EXTRACT(EPOCH FROM now()) - $s)")
        echo "FROM,${format},${n_columns},${n_rows},${r},${d}"
      done
    done
  done
done
version,type,format,n_columns,n_rows,runtime,base_runtime,diff_runtime,diff_percentage
0,FROM,binary,1,10,13.383000373840332,13.383000373840332,0.0,100.0
1,FROM,binary,1,10,13.312999725341797,13.383000373840332,-0.07000064849853516,99.47694396972656
2,FROM,binary,1,10,13.267000198364258,13.383000373840332,-0.11600017547607422,99.13323211669922
3,FROM,binary,1,10,13.321999549865723,13.383000373840332,-0.061000823974609375,99.544189453125
4,FROM,binary,1,10,13.362000465393066,13.383000373840332,-0.020999908447265625,99.84308624267578
5,FROM,binary,1,10,13.406999588012695,13.383000373840332,0.02399921417236328,100.17932891845703
6,FROM,binary,1,10,13.329999923706055,13.383000373840332,-0.053000450134277344,99.60397338867188
0,TO,binary,1,10,13.076000213623047,13.076000213623047,0.0,100.0
1,TO,binary,1,10,13.147000312805176,13.076000213623047,0.0710000991821289,100.54297637939453
2,TO,binary,1,10,13.01099967956543,13.076000213623047,-0.06500053405761719,99.5029067993164
3,TO,binary,1,10,13.026000022888184,13.076000213623047,-0.05000019073486328,99.61761474609375
4,TO,binary,1,10,13.083999633789062,13.076000213623047,0.007999420166015625,100.0611801147461
5,TO,binary,1,10,13.111000061035156,13.076000213623047,0.034999847412109375,100.26766204833984
6,TO,binary,1,10,13.092000007629395,13.076000213623047,0.015999794006347656,100.12236022949219
0,FROM,binary,1,100,13.413999557495117,13.413999557495117,0.0,100.0
1,FROM,binary,1,100,13.491999626159668,13.413999557495117,0.07800006866455078,100.58148193359375
2,FROM,binary,1,100,13.395999908447266,13.413999557495117,-0.017999649047851562,99.86581420898438
3,FROM,binary,1,100,13.4350004196167,13.413999557495117,0.02100086212158203,100.15655517578125
4,FROM,binary,1,100,13.531999588012695,13.413999557495117,0.11800003051757812,100.87968444824219
5,FROM,binary,1,100,13.420999526977539,13.413999557495117,0.006999969482421875,100.05219268798828
6,FROM,binary,1,100,13.503000259399414,13.413999557495117,0.08900070190429688,100.66349792480469
0,TO,binary,1,100,13.112000465393066,13.112000465393066,0.0,100.0
1,TO,binary,1,100,13.105999946594238,13.112000465393066,-0.006000518798828125,99.95423889160156
2,TO,binary,1,100,13.21500015258789,13.112000465393066,0.10299968719482422,100.78553771972656
3,TO,binary,1,100,13.142000198364258,13.112000465393066,0.029999732971191406,100.22879791259766
4,TO,binary,1,100,13.071999549865723,13.112000465393066,-0.04000091552734375,99.69493103027344
5,TO,binary,1,100,13.013999938964844,13.112000465393066,-0.09800052642822266,99.2525863647461
6,TO,binary,1,100,13.083999633789062,13.112000465393066,-0.028000831604003906,99.78644561767578
0,FROM,binary,1,1000,15.484999656677246,15.484999656677246,0.0,100.0
1,FROM,binary,1,1000,15.571000099182129,15.484999656677246,0.08600044250488281,100.55538177490234
2,FROM,binary,1,1000,15.420000076293945,15.484999656677246,-0.06499958038330078,99.58023834228516
3,FROM,binary,1,1000,15.333999633789062,15.484999656677246,-0.1510000228881836,99.02486419677734
4,FROM,binary,1,1000,15.522000312805176,15.484999656677246,0.03700065612792969,100.23894500732422
5,FROM,binary,1,1000,15.440999984741211,15.484999656677246,-0.043999671936035156,99.71585845947266
6,FROM,binary,1,1000,15.571000099182129,15.484999656677246,0.08600044250488281,100.55538177490234
0,TO,binary,1,1000,13.156999588012695,13.156999588012695,0.0,100.0
1,TO,binary,1,1000,13.185999870300293,13.156999588012695,0.029000282287597656,100.22042083740234
2,TO,binary,1,1000,13.093000411987305,13.156999588012695,-0.06399917602539062,99.5135726928711
3,TO,binary,1,1000,13.15999984741211,13.156999588012695,0.0030002593994140625,100.0228042602539
4,TO,binary,1,1000,13.152999877929688,13.156999588012695,-0.0039997100830078125,99.9696044921875
5,TO,binary,1,1000,13.048999786376953,13.156999588012695,-0.10799980163574219,99.17914581298828
6,TO,binary,1,1000,13.14900016784668,13.156999588012695,-0.007999420166015625,99.93919372558594
0,FROM,binary,1,10000,16.064498901367188,16.064498901367188,0.0,100.0
1,FROM,binary,1,10000,15.933500289916992,16.064498901367188,-0.1309986114501953,99.1845474243164
2,FROM,binary,1,10000,15.858999252319336,16.064498901367188,-0.20549964904785156,98.72077941894531
3,FROM,binary,1,10000,15.935500144958496,16.064498901367188,-0.1289987564086914,99.19699096679688
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6,FROM,binary,1,10000,16.045000076293945,16.064498901367188,-0.019498825073242188,99.87862396240234
0,TO,binary,1,10000,14.01300048828125,14.01300048828125,0.0,100.0
1,TO,binary,1,10000,14.031999588012695,14.01300048828125,0.018999099731445312,100.13557434082031
2,TO,binary,1,10000,13.94849967956543,14.01300048828125,-0.06450080871582031,99.53971099853516
3,TO,binary,1,10000,13.990499496459961,14.01300048828125,-0.022500991821289062,99.83942413330078
4,TO,binary,1,10000,13.998499870300293,14.01300048828125,-0.014500617980957031,99.89652252197266
5,TO,binary,1,10000,13.931499481201172,14.01300048828125,-0.08150100708007812,99.41838836669922
6,TO,binary,1,10000,14.052499771118164,14.01300048828125,0.03949928283691406,100.28186798095703
0,FROM,binary,1,100000,20.371000289916992,20.371000289916992,0.0,100.0
1,FROM,binary,1,100000,20.628000259399414,20.371000289916992,0.2569999694824219,101.26158905029297
2,FROM,binary,1,100000,20.312000274658203,20.371000289916992,-0.05900001525878906,99.71037292480469
3,FROM,binary,1,100000,20.461000442504883,20.371000289916992,0.09000015258789062,100.44180297851562
4,FROM,binary,1,100000,20.364999771118164,20.371000289916992,-0.006000518798828125,99.97054290771484
5,FROM,binary,1,100000,20.173999786376953,20.371000289916992,-0.19700050354003906,99.0329360961914
6,FROM,binary,1,100000,20.312999725341797,20.371000289916992,-0.05800056457519531,99.71527862548828
0,TO,binary,1,100000,22.19499969482422,22.19499969482422,0.0,100.0
1,TO,binary,1,100000,22.172000885009766,22.19499969482422,-0.022998809814453125,99.89637756347656
2,TO,binary,1,100000,22.048999786376953,22.19499969482422,-0.14599990844726562,99.34219360351562
3,TO,binary,1,100000,22.06599998474121,22.19499969482422,-0.1289997100830078,99.41879272460938
4,TO,binary,1,100000,22.309999465942383,22.19499969482422,0.11499977111816406,100.51812744140625
5,TO,binary,1,100000,22.010000228881836,22.19499969482422,-0.1849994659423828,99.1664810180664
6,TO,binary,1,100000,22.12299919128418,22.19499969482422,-0.07200050354003906,99.67559814453125
0,FROM,binary,1,1000000,64.94200134277344,64.94200134277344,0.0,100.0
1,FROM,binary,1,1000000,66.81800079345703,64.94200134277344,1.8759994506835938,102.88872528076172
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0,TO,binary,1,1000000,100.69999694824219,100.69999694824219,0.0,100.0
1,TO,binary,1,1000000,100.81300354003906,100.69999694824219,0.113006591796875,100.11222076416016
2,TO,binary,1,1000000,100.9489974975586,100.69999694824219,0.24900054931640625,100.24726104736328
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6,TO,binary,1,1000000,101.94999694824219,100.69999694824219,1.25,101.24131774902344
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