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From: Pavel Stehule <pavel.stehule@gmail.com>
Date: Thu, 4 Dec 2025 19:53:34 +0100
Message-ID: 
 <CAFj8pRBtvZOZFNN9HF8nDS4ahvqOLXYyZL4mz4+h6dwG=PbAuA@mail.gmail.com>
Subject: Re: Why is my query 3 times faster on my workstation than on my
 server?
To: Vincent Veyron <vv.lists@wanadoo.fr>
Cc: pgsql-performance@lists.postgresql.org
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Hi

=C4=8Dt 4. 12. 2025 v 19:46 odes=C3=ADlatel Vincent Veyron <vv.lists@wanado=
o.fr>
napsal:

> Hi,
>
> Using the same query, with the same database on both machine, plans and
> estimates are quasi identical, but actual cost is multiplied by three on =
my
> server compared to my workstation, for all nodes in the plan. Can you tel=
l
> me what explains the difference?
>
> I work with PostgreSQL 15.14 on Debian Old Stable (bookworm).
>
> My workstation is a Lenovo X250 with 8GB RAM and an Intel(R) Core(TM)
> i5-5300U CPU @ 2.30GHz (4 cores)
> cpu MHz         : 500.000
> cache size      : 3072 KB
>
> My server is a Start-3-S-SSD server from online.net with 4 GB RAM and an
> Intel(R) Atom(TM) CPU  C2338  @ 1.74GHz (2 cores)
> cpu MHz         : 1198.820
> cache size      : 1024 KB
>

Intel Atom is slow CPU

https://en.wikipedia.org/wiki/Intel_Atom

Regards

Pavel


>
> The query selects ~ 18 000 rows out of ~ 100 000 in table 'tbljournal',
> calcultates several window functions on the results, then joins to anothe=
r
> small table (10 000 rows).
>
> Below the two plans, followed by non-standard settings in postgresql.conf
> (they are identical on both machines), and the table's schema at the bott=
om.
>
> ##############################
> Explain analyze on the workstation
> ##############################
>
> 2025-12-04 17:09:28.133 CET [14576] www-data@compta LOG:  duration:
> 210.004 ms  plan:
>         Query Text:
>         WITH t1 AS NOT MATERIALIZED (
>         SELECT id_client, fiscal_year, numero_compte, id_entry, id_line,
> date_ecriture, substring(libelle_journal FOR 24) as libelle_journal,
> substring(coalesce(id_facture, '&nbsp;') FOR 14) as id_facture,
> substring(coalesce(id_paiement, '&nbsp;') FOR 14) as id_paiement,
> substring(coalesce(libelle, '&nbsp;') FOR 34) as libelle,
> debit/100::numeric as debit, credit/100::numeric as credit, lettrage,
> pointage, 0 as lettrage_check, to_char(sum(debit/100::numeric) over
> (PARTITION BY numero_compte), '999G999G999G990D00') as total_debit,
> to_char(sum(credit/100::numeric) over (PARTITION BY numero_compte),
> '999G999G999G990D00') as total_credit,
> to_char(sum((credit-debit)/100::numeric) over (PARTITION BY numero_compte
> ORDER BY date_ecriture, id_line), '999G999G999G990D00') as solde,
> to_char(sum(debit/100::numeric) over (), '999G999G999G990D00') as
> grand_total_debit, to_char(sum(credit/100::numeric) over (),
> '999G999G999G990D00') as grand_total_credit, count(*) over () as lines,
> coalesce(libelle_section, '') as libelle_section, row_number() over (ORDE=
R
> BY numero_compte, date_ecriture, id_line) as row_number
>         FROM tbljournal
>         WHERE id_client =3D $1 and fiscal_year =3D $2
>         ORDER BY numero_compte, date_ecriture, id_line
>         )
>         SELECT t1.numero_compte, regexp_replace(t2.libelle_compte, '\s',
> '&nbsp;', 'g') as libelle_compte, id_entry, id_line, date_ecriture,
> libelle_journal, coalesce(id_facture, '&nbsp;') as id_facture,
> coalesce(id_paiement, '&nbsp;') as id_paiement, coalesce(libelle, '&nbsp;=
')
> as libelle, to_char(debit, '999G999G999G990D00') as debit, to_char(credit=
,
> '999G999G999G990D00') as credit, lettrage_check, pointage, total_debit,
> total_credit, solde, grand_total_debit, grand_total_credit,
> libelle_section, lettrage, lines
>         FROM t1 INNER JOIN tblcompte t2 using (id_client, fiscal_year,
> numero_compte)
>         WHERE row_number > 2000 AND row_number < 3001
>
>         ORDER BY row_number
>
>
>         Sort  (cost=3D3925.35..3926.60 rows=3D501 width=3D458) (actual
> time=3D208.061..208.142 rows=3D1000 loops=3D1)
>           Sort Key: t1.row_number
>           Sort Method: quicksort  Memory: 384kB
>           Buffers: shared hit=3D3565, temp read=3D341 written=3D298
>           ->  Hash Join  (cost=3D352.95..3902.88 rows=3D501 width=3D458) =
(actual
> time=3D137.771..206.979 rows=3D1000 loops=3D1)
>                 Hash Cond: ((t1.id_client =3D t2.id_client) AND
> (t1.fiscal_year =3D t2.fiscal_year) AND (t1.numero_compte =3D t2.numero_c=
ompte))
>                 Buffers: shared hit=3D3565, temp read=3D341 written=3D298
>                 ->  Subquery Scan on t1  (cost=3D1.75..3520.49 rows=3D348=
4
> width=3D434) (actual time=3D132.109..195.096 rows=3D1000 loops=3D1)
>                       Filter: (t1.row_number > 2000)
>                       Rows Removed by Filter: 2000
>                       Buffers: shared hit=3D3480, temp read=3D341 written=
=3D298
>                       ->  WindowAgg  (cost=3D1.75..3389.84 rows=3D10452
> width=3D434) (actual time=3D123.125..194.702 rows=3D3000 loops=3D1)
>                             Filter: ((row_number() OVER (?)) < 3001)
>                             Rows Removed by Filter: 15188
>                             Buffers: shared hit=3D3480, temp read=3D341
> written=3D298
>                             ->  WindowAgg  (cost=3D1.75..2762.72 rows=3D1=
0452
> width=3D223) (actual time=3D0.122..96.685 rows=3D18188 loops=3D1)
>                                   Buffers: shared hit=3D3480
>                                   ->  WindowAgg  (cost=3D1.75..2475.29
> rows=3D10452 width=3D159) (actual time=3D0.113..70.644 rows=3D18188 loops=
=3D1)
>                                         Run Condition: (row_number() OVER
> (?) < 3001)
>                                         Buffers: shared hit=3D3480
>                                         ->  WindowAgg  (cost=3D1.75..2266=
.25
> rows=3D10452 width=3D151) (actual time=3D0.103..55.901 rows=3D18188 loops=
=3D1)
>                                               Buffers: shared hit=3D3480
>                                               ->  Incremental Sort
> (cost=3D1.75..1978.82 rows=3D10452 width=3D119) (actual time=3D0.089..27.=
708
> rows=3D18188 loops=3D1)
>                                                     Sort Key:
> tbljournal.numero_compte, tbljournal.date_ecriture, tbljournal.id_line
>                                                     Presorted Key:
> tbljournal.numero_compte
>                                                     Full-sort Groups: 44
> Sort Method: quicksort  Average Memory: 28kB  Peak Memory: 28kB
>                                                     Pre-sorted Groups: 51
> Sort Method: quicksort  Average Memory: 535kB  Peak Memory: 844kB
>                                                     Buffers: shared
> hit=3D3480
>                                                     ->  Index Scan using
> tbljournal_client_year_compte_idx on tbljournal  (cost=3D0.29..1523.37
> rows=3D10452 width=3D119) (actual time=3D0.023..11.331 rows=3D18188 loops=
=3D1)
>                                                           Index Cond:
> ((id_client =3D 2739) AND (fiscal_year =3D 2024))
>                                                           Buffers: shared
> hit=3D3480
>                 ->  Hash  (cost=3D181.80..181.80 rows=3D9680 width=3D36) =
(actual
> time=3D5.616..5.617 rows=3D9680 loops=3D1)
>                       Buckets: 16384  Batches: 1  Memory Usage: 794kB
>                       Buffers: shared hit=3D85
>                       ->  Seq Scan on tblcompte t2  (cost=3D0.00..181.80
> rows=3D9680 width=3D36) (actual time=3D0.018..1.888 rows=3D9680 loops=3D1=
)
>                             Buffers: shared hit=3D85
>
> ##############################
> Explain analyze on the server
> ##############################
>
> 2025-12-04 17:33:00.870 CET [536393] www-data@compta LOG:  duration:
> 879.686 ms  plan:
>         Query Text:
>         WITH t1 AS NOT MATERIALIZED (
>         SELECT id_client, fiscal_year, numero_compte, id_entry, id_line,
> date_ecriture, substring(libelle_journal FOR 24) as libelle_journal,
> substring(coalesce(id_facture, '&nbsp;') FOR 14) as id_facture,
> substring(coalesce(id_paiement, '&nbsp;') FOR 14) as id_paiement,
> substring(coalesce(libelle, '&nbsp;') FOR 34) as libelle,
> debit/100::numeric as debit, credit/100::numeric as credit, lettrage,
> pointage, 0 as lettrage_check, to_char(sum(debit/100::numeric) over
> (PARTITION BY numero_compte), '999G999G999G990D00') as total_debit,
> to_char(sum(credit/100::numeric) over (PARTITION BY numero_compte),
> '999G999G999G990D00') as total_credit,
> to_char(sum((credit-debit)/100::numeric) over (PARTITION BY numero_compte
> ORDER BY date_ecriture, id_line), '999G999G999G990D00') as solde,
> to_char(sum(debit/100::numeric) over (), '999G999G999G990D00') as
> grand_total_debit, to_char(sum(credit/100::numeric) over (),
> '999G999G999G990D00') as grand_total_credit, count(*) over () as lines,
> coalesce(libelle_section, '') as libelle_section, row_number() over (ORDE=
R
> BY numero_compte, date_ecriture, id_line) as row_number
>         FROM tbljournal
>         WHERE id_client =3D $1 and fiscal_year =3D $2
>         ORDER BY numero_compte, date_ecriture, id_line
>         )
>         SELECT t1.numero_compte, regexp_replace(t2.libelle_compte, '\s',
> '&nbsp;', 'g') as libelle_compte, id_entry, id_line, date_ecriture,
> libelle_journal, coalesce(id_facture, '&nbsp;') as id_facture,
> coalesce(id_paiement, '&nbsp;') as id_paiement, coalesce(libelle, '&nbsp;=
')
> as libelle, to_char(debit, '999G999G999G990D00') as debit, to_char(credit=
,
> '999G999G999G990D00') as credit, lettrage_check, pointage, total_debit,
> total_credit, solde, grand_total_debit, grand_total_credit,
> libelle_section, lettrage, lines
>         FROM t1 INNER JOIN tblcompte t2 using (id_client, fiscal_year,
> numero_compte)
>         WHERE row_number > 2000 AND row_number < 3001
>
>         ORDER BY row_number
>
>
>         Sort  (cost=3D3705.52..3706.69 rows=3D469 width=3D458) (actual
> time=3D872.263..872.511 rows=3D1000 loops=3D1)
>           Sort Key: t1.row_number
>           Sort Method: quicksort  Memory: 384kB
>           Buffers: shared hit=3D3577
>           ->  Hash Join  (cost=3D363.42..3684.71 rows=3D469 width=3D458) =
(actual
> time=3D582.015..867.062 rows=3D1000 loops=3D1)
>                 Hash Cond: ((t1.id_client =3D t2.id_client) AND
> (t1.fiscal_year =3D t2.fiscal_year) AND (t1.numero_compte =3D t2.numero_c=
ompte))
>                 Buffers: shared hit=3D3574
>                 ->  Subquery Scan on t1  (cost=3D1.66..3293.96 rows=3D323=
4
> width=3D434) (actual time=3D564.122..819.731 rows=3D1000 loops=3D1)
>                       Filter: (t1.row_number > 2000)
>                       Rows Removed by Filter: 2000
>                       Buffers: shared hit=3D3486
>                       ->  WindowAgg  (cost=3D1.66..3172.67 rows=3D9703
> width=3D434) (actual time=3D529.975..817.859 rows=3D3000 loops=3D1)
>                             Filter: ((row_number() OVER (?)) < 3001)
>                             Rows Removed by Filter: 15188
>                             Buffers: shared hit=3D3486
>                             ->  WindowAgg  (cost=3D1.66..2590.49 rows=3D9=
703
> width=3D223) (actual time=3D0.696..436.937 rows=3D18188 loops=3D1)
>                                   Buffers: shared hit=3D3486
>                                   ->  WindowAgg  (cost=3D1.66..2323.66
> rows=3D9703 width=3D159) (actual time=3D0.652..315.506 rows=3D18188 loops=
=3D1)
>                                         Run Condition: (row_number() OVER
> (?) < 3001)
>                                         Buffers: shared hit=3D3486
>                                         ->  WindowAgg  (cost=3D1.66..2129=
.60
> rows=3D9703 width=3D151) (actual time=3D0.547..242.007 rows=3D18188 loops=
=3D1)
>                                               Buffers: shared hit=3D3486
>                                               ->  Incremental Sort
> (cost=3D1.66..1862.77 rows=3D9703 width=3D119) (actual time=3D0.519..94.8=
24
> rows=3D18188 loops=3D1)
>                                                     Sort Key:
> tbljournal.numero_compte, tbljournal.date_ecriture, tbljournal.id_line
>                                                     Presorted Key:
> tbljournal.numero_compte
>                                                     Full-sort Groups: 44
> Sort Method: quicksort  Average Memory: 28kB  Peak Memory: 28kB
>                                                     Pre-sorted Groups: 51
> Sort Method: quicksort  Average Memory: 535kB  Peak Memory: 844
> kB
>                                                     Buffers: shared
> hit=3D3486
>                                                     ->  Index Scan using
> tbljournal_client_year_compte_idx on tbljournal  (cost=3D0.29..1446.57
> rows=3D9703 width=3D119) (actual time=3D0.098..36.042 rows=3D18188 loops=
=3D1)
>                                                           Index Cond:
> ((id_client =3D 2739) AND (fiscal_year =3D 2024))
>                                                           Buffers: shared
> hit=3D3477
>                 ->  Hash  (cost=3D187.55..187.55 rows=3D9955 width=3D36) =
(actual
> time=3D17.560..17.563 rows=3D9955 loops=3D1)
>                       Buckets: 16384  Batches: 1  Memory Usage: 813kB
>                       Buffers: shared hit=3D88
>                       ->  Seq Scan on tblcompte t2  (cost=3D0.00..187.55
> rows=3D9955 width=3D36) (actual time=3D0.048..6.363 rows=3D9955 loops=3D1=
)
>                             Buffers: shared hit=3D88
>
>
> #PostreSQL Settings
>              name              |  current_setting   |       source
> -------------------------------+--------------------+--------------------
>  application_name              | psql               | client
>  auto_explain.log_analyze      | on                 | configuration file
>  auto_explain.log_buffers      | on                 | configuration file
>  auto_explain.log_min_duration | 20ms               | configuration file
>  client_encoding               | UTF8               | client
>  cluster_name                  | 15/main            | configuration file
>  DateStyle                     | ISO, DMY           | configuration file
>  default_text_search_config    | pg_catalog.english | configuration file
>  dynamic_shared_memory_type    | posix              | configuration file
>  lc_messages                   | C.UTF-8            | configuration file
>  lc_monetary                   | C.UTF-8            | configuration file
>  lc_numeric                    | fr_FR.UTF-8        | database
>  lc_time                       | fr_FR.UTF-8        | database
>  log_line_prefix               | %m [%p] %q%u@%d    | configuration file
>  log_timezone                  | Europe/Paris       | configuration file
>  max_connections               | 150                | configuration file
>  max_wal_size                  | 1GB                | configuration file
>  min_wal_size                  | 80MB               | configuration file
>  port                          | 5432               | configuration file
>  random_page_cost              | 1.1                | configuration file
>  shared_buffers                | 128MB              | configuration file
>  ssl                           | off                | configuration file
>  TimeZone                      | Europe/Paris       | configuration file
> (23 rows)
>
> ########################
> Table's schema
> ########################
>                                    Table "public.tbljournal"
>      Column      |  Type   | Collation | Nullable |
>  Default
>
> -----------------+---------+-----------+----------+----------------------=
-----------------------
>  date_ecriture   | date    |           | not null |
>  id_facture      | text    |           |          |
>  libelle         | text    |           |          |
>  debit           | integer |           | not null | 0
>  credit          | integer |           | not null | 0
>  lettrage        | text    |           |          |
>  id_line         | integer |           | not null |
> nextval('tbljournal_id_line_seq'::regclass)
>  id_entry        | integer |           | not null |
>  id_paiement     | text    |           |          |
>  numero_compte   | text    |           | not null |
>  fiscal_year     | integer |           | not null |
>  id_client       | integer |           | not null |
>  libelle_journal | text    |           | not null |
>  id_export       | integer |           |          |
>  pointage        | boolean |           | not null | false
>  date_validation | date    |           | not null | 'now'::text::date
>  libelle_section | text    |           |          |
> Indexes:
>     "tbljournal_id_line" PRIMARY KEY, btree (id_line)
>     "tblexport_id_client_idx" btree (id_client)
>     "tblexport_id_export_idx" btree (id_export)
>     "tbljournal_client_year_compte_idx" btree (id_client, fiscal_year,
> numero_compte)
>     "tbljournal_client_year_libelle_journal_idx" btree (id_client,
> fiscal_year, libelle_journal)
>     "tbljournal_id_entry_idx" btree (id_entry)
> Check constraints:
>     "tbljournal_id_entry_not_o" CHECK (id_entry > 0)
> Foreign-key constraints:
>     "tbljournal_client_year_libelle_journal_fk" FOREIGN KEY (id_client,
> fiscal_year, libelle_journal) REFERENCES tbljournal_liste(id_client,
> fiscal_year, libelle_journal) ON UPDATE CASCADE
>     "tbljournal_client_year_libelle_section_fk" FOREIGN KEY (id_client,
> fiscal_year, libelle_section) REFERENCES tblanalytics(id_client,
> fiscal_year, libelle_section) ON UPDATE CASCADE
>     "tbljournal_client_year_numero_compte_fk" FOREIGN KEY (id_client,
> fiscal_year, numero_compte) REFERENCES tblcompte(id_client, fiscal_year,
> numero_compte) ON UPDATE CASCADE
>     "tbljournal_id_client_fkey" FOREIGN KEY (id_client) REFERENCES
> compta_client(id_client)
>     "tbljournal_id_export_fk" FOREIGN KEY (id_export) REFERENCES
> tblexport(id_export) ON UPDATE CASCADE
> Triggers:
>     check_month_is_archived BEFORE INSERT OR DELETE ON tbljournal FOR EAC=
H
> ROW EXECUTE FUNCTION tbljournal_check_month_is_archived()
>
>
>
>
>
> --
>                                         Bien =C3=A0 vous, Vincent Veyron
>
> https://compta.libremen.com
> Logiciel libre de comptabilit=C3=A9 g=C3=A9n=C3=A9rale et analytique en p=
artie double
>
>
>

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