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[84.123.225.106]) by smtp.gmail.com with ESMTPSA id 5b1f17b1804b1-47f42907141sm165925075e9.9.2026.01.17.12.47.41 (version=TLS1_3 cipher=TLS_AES_128_GCM_SHA256 bits=128/128); Sat, 17 Jan 2026 12:47:41 -0800 (PST) Content-Type: multipart/mixed; boundary="------------55lSqVFQqThdnuaj5CpyM4cD" Message-ID: <3295bbb0-99e1-4f9d-a8e9-036dbdfc36ce@gmail.com> Date: Sat, 17 Jan 2026 21:47:40 +0100 MIME-Version: 1.0 User-Agent: Mozilla Thunderbird Subject: Re: Add rows removed by hash join clause to instrumentation From: Andrei Lepikhov To: pgsql-hackers@postgresql.org Cc: Nikolay Samokhvalov , Ilia Evdokimov , Lukas Fittl References: <9f6c6846-036f-4298-a315-5ef674d25eb7@gmail.com> Content-Language: en-US In-Reply-To: <9f6c6846-036f-4298-a315-5ef674d25eb7@gmail.com> List-Id: List-Help: List-Subscribe: List-Post: List-Owner: List-Archive: Archived-At: Precedence: bulk This is a multi-part message in MIME format. --------------55lSqVFQqThdnuaj5CpyM4cD Content-Type: text/plain; charset=UTF-8; format=flowed Content-Transfer-Encoding: 8bit On 17/1/26 00:51, Andrei Lepikhov wrote: > Thoughts? > In this letter, I want to demonstrate how to use the proposed feature. Install PostgreSQL 18 and Join-Order-Benchmark [1]. We need just one pass, executing each query one-by-one. To identify issues, I use the pg_track_optimizer extension [2] to examine the ‘bad join’ criterion. For each JOIN node, the following is calculated: jf_max = (nfiltered1 + nfiltered2 + nfiltered3) / nloops Extension stores MAX(jf_max) for each query to detect potentially optimisable ones. So, let’s benchmark both with and without the proposed change. TOP-5 bad queries expose quite a different picture: SELECT queryid,LEFT(query,12) AS query,floor(jf_max) AS jf_max FROM pg_track_optimizer WHERE jf_max > 0 ORDER BY jf_max DESC LIMIT 5; Without the patch: queryid | query | jf_max ----------------------±-------------±------- 4335842597099666660 | /* 27c.sql * | 490348 patched Postgres and the extension: queryid | query | jf_max ----------------------±-------------±------- -3135863217603061370 | /* 32a.sql * | 871591 6389747766960672879 | /* 27c.sql * | 491129 -6029921280260605067 | /* 6a.sql / | 218912 5025464644910963332 | / 25b.sql * | 25753 1798119524484989875 | /* 10c.sql * | 22939 In the patched variant, we see more potential cases. Let’s take a look at the first three of them. Query 27c.sql (see analysis-27c.sql in attachment) is detected as filtering too much in both cases because, on occasion, intensive filtering occurs in a NestLoop node. Index identification is a separate topic, but here I used a quite simple approach: I just asked Claude to collect join clauses that filter out many rows and propose potential indexes. It is not for production, but worked with such a simple and limited set of queries. So, without the patch, we have extra indexes: CREATE INDEX ON movie_info(movie_id); CREATE INDEX ON movie_companies(movie_id); Patched version finds one more problematic join, and the recommendation changes a little: CREATE INDEX ind_3 ON movie_companies(movie_id,company_id,company_type_id); After applying these indexes query speeds up 3340 ms → 32 ms (x100) Now, undetected without patch 32a.sql, exposes that we can employ the following indexes: CREATE INDEX ON movie_keyword (keyword_id,movie_id); CREATE INDEX ON movie_link(movie_id); It speeds up query: 250ms → 16ms (x15) And the last one, 6a.sql, needs two iterations: The first one demonstrates we need the index: CREATE INDEX ON cast_info(movie_id,person_id); An additional pass shows we can reduce the number of fetched tuples with the following index: CREATE INDEX ON movie_keyword(keyword_id,movie_id); Finally, that speeds up query: 150ms->220ms → 26ms (x7) As you can see, the main idea is to draw attention to specific queries and having specific methodology propose indexes that may reduce the size of initially fetched data. [1] https://github.com/danolivo/jo-bench [2] https://github.com/danolivo/pg_track_optimizer/tree/nfiltered3 -- regards, Andrei Lepikhov, pgEdge --------------55lSqVFQqThdnuaj5CpyM4cD Content-Type: application/sql; name="analysis-06a.sql" Content-Disposition: attachment; filename="analysis-06a.sql" Content-Transfer-Encoding: base64 LyogNmEgKi8gRVhQTEFJTiAoQU5BTFlaRSwgQ09TVFMgT0ZGLCBCVUZGRVJTIE9GRiwgVElN SU5HIE9GRikKU0VMRUNUIE1JTihrLmtleXdvcmQpIEFTIG1vdmllX2tleXdvcmQsCiAgICAg ICBNSU4obi5uYW1lKSBBUyBhY3Rvcl9uYW1lLAogICAgICAgTUlOKHQudGl0bGUpIEFTIG1h cnZlbF9tb3ZpZQpGUk9NIGNhc3RfaW5mbyBBUyBjaSwKICAgICBrZXl3b3JkIEFTIGssCiAg ICAgbW92aWVfa2V5d29yZCBBUyBtaywKICAgICBuYW1lIEFTIG4sCiAgICAgdGl0bGUgQVMg dApXSEVSRSBrLmtleXdvcmQgPSAnbWFydmVsLWNpbmVtYXRpYy11bml2ZXJzZScKICBBTkQg bi5uYW1lIExJS0UgJyVEb3duZXklUm9iZXJ0JScKICBBTkQgdC5wcm9kdWN0aW9uX3llYXIg PiAyMDEwCiAgQU5EIGsuaWQgPSBtay5rZXl3b3JkX2lkCiAgQU5EIHQuaWQgPSBtay5tb3Zp ZV9pZAogIEFORCB0LmlkID0gY2kubW92aWVfaWQKICBBTkQgY2kubW92aWVfaWQgPSBtay5t 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