From: Boris Mironov <boris_mironov@outlook.com>
To: Ashutosh Bapat <ashutosh.bapat.oss@gmail.com>
CC: "pgsql-hackers@postgresql.org" <pgsql-hackers@postgresql.org>
Subject: Re: Idea to enhance pgbench by more modes to generate data
 (multi-TXNs, UNNEST, COPY BINARY)
Thread-Topic: Idea to enhance pgbench by more modes to generate data
 (multi-TXNs, UNNEST, COPY BINARY)
Thread-Index: 
 AQHcUwuRPlzLCtdZw06GAdoL15fmHbTwZ0aAgAGpzjGAACRkgIAAEcrGgAQQLgCAAG6d+YAGXmPM
Date: Fri, 21 Nov 2025 13:26:05 +0000
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Hi Ashutosh,

Just wanted to let you know that I've submitted this patch
to CommitFest (see https://commitfest.postgresql.org/patch/6245/)

Interestingly enough there is one more patch from Mircea Cadariu in the sam=
e
CommitFest about pgbench (https://commitfest.postgresql.org/patch/6242/)
That patch has been submitted few days ago and is proposing to run
data generation phase in parallel threads. It shows significant
improvements over performance of original single-thread code.

Hopefully sooner or later pgbench will get significant performance
gains in data generation from these two patches.

Original version of my patch failed in GitHub tests. Therefore I have
to start posting updated versions here.

Attached is updated version that sets default value for filler columns.
This trick allows significantly shrink network traffic for COPY FROM BINARY=
.
Absence of filler column in dataflow has failed my original patch in GitHub
pipeline.

I also switched from one huge transaction for COPY FROM BINARY to
"one per scale". This will simplify merge with multi-threaded data load
proposed by Mircea. Unfortunately, it killed possibility to freeze data rig=
ht
away, which was possible when table truncation and data load was done
in the same transaction.

I think it would be fair to leave all original modes of data generation
until official review in CommitFest. Hence "INSERT SELECT FROM UNNEST"
is staying so far as there might be interest in community for benchmarking
of columnar tables (eg, for OLAP loads or Timescale DB).

Best regards,
Boris

--_000_PH0PR08MB702059D610C7D84594CD3BB388D5APH0PR08MB7020namp_
Content-Type: text/html; charset="iso-8859-1"
Content-Transfer-Encoding: quoted-printable

<html>
<head>
<meta http-equiv=3D"Content-Type" content=3D"text/html; charset=3Diso-8859-=
1">
<style type=3D"text/css" style=3D"display:none;"> P {margin-top:0;margin-bo=
ttom:0;} </style>
</head>
<body dir=3D"ltr">
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);">
Hi Ashutosh,</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
<br>
</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
Just wanted to let you know that I've submitted this patch</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
to CommitFest (see <a href=3D"https://commitfest.postgresql.org/patch/6245/=
">https://commitfest.postgresql.org/patch/6245/</a>)</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
<br>
</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
Interestingly enough there is one more patch from Mircea Cadariu&nbsp;in th=
e same</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
CommitFest about pgbench (<a href=3D"https://commitfest.postgresql.org/patc=
h/6242/">https://commitfest.postgresql.org/patch/6242/</a>)</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
That patch has been submitted few days ago and is proposing to run</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
data generation phase in parallel threads. It shows significant</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
improvements over performance of original single-thread code.</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
<br>
</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
Hopefully sooner or later pgbench will get significant performance</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
gains in data generation from these two patches.</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
<br>
</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
Original version of my patch failed in GitHub tests. Therefore I have</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
to start posting updated versions here.</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
<br>
</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
Attached is updated version that sets default value for filler columns.</di=
v>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
This trick allows significantly shrink network traffic for COPY FROM BINARY=
.</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
Absence of filler column in dataflow has failed my original patch in GitHub=
</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
pipeline.</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
<br>
</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
I also switched from one huge transaction for COPY FROM BINARY to</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
&quot;one per scale&quot;. This will simplify merge with multi-threaded dat=
a load</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
proposed by Mircea. Unfortunately, it killed possibility to freeze data rig=
ht</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
away, which was possible when table truncation and data load was done</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
in the same transaction.</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
<br>
</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
I think it would be fair to leave all original modes of data generation</di=
v>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
until official review in CommitFest. Hence &quot;INSERT SELECT FROM UNNEST&=
quot;</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
is staying so far as there might be interest in community for benchmarking<=
/div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
of columnar tables (eg, for OLAP loads or Timescale DB).</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
font-size: 12pt; color: rgb(0, 0, 0);" class=3D"elementToProof">
<br>
</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
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Best regards,</div>
<div style=3D"direction: ltr; font-family: Calibri, Helvetica, sans-serif; =
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Boris</div>
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