Received: from malur.postgresql.org ([217.196.149.56]) by arkaria.postgresql.org with esmtps (TLS1.3:ECDHE_RSA_AES_256_GCM_SHA384:256) (Exim 4.92) (envelope-from ) id 1pwjQR-0004Is-6J for pgsql-hackers@arkaria.postgresql.org; Wed, 10 May 2023 13:00:11 +0000 Received: from localhost ([127.0.0.1] helo=malur.postgresql.org) by malur.postgresql.org with esmtp (Exim 4.92) (envelope-from ) id 1pwjQQ-0005si-6r for pgsql-hackers@arkaria.postgresql.org; Wed, 10 May 2023 13:00:10 +0000 Received: from magus.postgresql.org ([2a02:c0:301:0:ffff::29]) by malur.postgresql.org with esmtps (TLS1.3:ECDHE_RSA_AES_256_GCM_SHA384:256) (Exim 4.92) (envelope-from ) id 1pwjQP-0005sZ-NQ for pgsql-hackers@lists.postgresql.org; Wed, 10 May 2023 13:00:09 +0000 Received: from mail-lf1-x129.google.com ([2a00:1450:4864:20::129]) by magus.postgresql.org with esmtps (TLS1.3) tls TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256 (Exim 4.94.2) (envelope-from ) id 1pwjQL-001lw1-Js for pgsql-hackers@lists.postgresql.org; Wed, 10 May 2023 13:00:09 +0000 Received: by mail-lf1-x129.google.com with SMTP id 2adb3069b0e04-4eff50911bfso7938484e87.2 for ; Wed, 10 May 2023 06:00:05 -0700 (PDT) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=gmail.com; s=20221208; t=1683723604; x=1686315604; h=in-reply-to:references:to:from:content-language:subject:user-agent :mime-version:date:message-id:from:to:cc:subject:date:message-id :reply-to; bh=NDU7A/P2QcXxuZfddvPmJD2BSClvxowcsvhpuyyBsa4=; b=Y/d2PB64Yc48zpUyavigf/Ey9OeLPQLEGyMn4c3tLtIT2lugCXlr6ZDXBNvZfAjPiK jSxfbwmD4gl/niE8HnwLmG/yj12ufuRkJmh7Wish8pEsXoyLwGlNbSG5betAQNgBVL2o yuL94b/nfAF64zhNB2Zx3acbRpIevSs96ieUaE/izYx1ZUtuqZ7494sO0HBILnO3YJrH jW65J8WNJLQLgX0j53/l8LyDGsSXgqL1LSwruUz+boSYMVbhL1FN61X23DcUsYX2Hmoh np/NJoydVRrybtrQABLoy+/gDh5S8w4uVmKBlQRI1W5wF+Ud/Zi3RkXvZqH+/JUtuRfr HGHw== X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20221208; t=1683723604; x=1686315604; h=in-reply-to:references:to:from:content-language:subject:user-agent :mime-version:date:message-id:x-gm-message-state:from:to:cc:subject :date:message-id:reply-to; bh=NDU7A/P2QcXxuZfddvPmJD2BSClvxowcsvhpuyyBsa4=; b=TYFylzT4qO0zWdISqJiGczL88hQBx76n6jHVO3SIuvX1q3H9ur7R2ZXV4nHNgOzHjr Sa/I8GXfTh4BJLixarF87SgvAVa52YAvXAQDZ4Clqui2TTJTzR680rsdRefcLmxSv0N/ zCc9/DAT9r0SvvK6dRtdiaaOkAEy0KEQZyJzCaFWfzL/2PH2Q/gjC8Ol1/JBCUQwPCCK Z03S+gLKmt8iGXZ1h9JGeJ05yEKyCnksB40b3MgRnHmzzD9ozWSD7jvtLr7UJntgSZEt u/Jorj/vHJay2WG1ZB3mJlyiwvaV6yXw1xt5D+CIi0zr06ZmOyrIFPgMp4o5bRe9gbZ6 IswA== X-Gm-Message-State: AC+VfDxIeRzlCV2DKoz+jzBvssg6YILbk7titxpvn3PIH3jZFlxEgXU1 eIUT9+U/pGJ5mMFk/1LA5Rg= X-Google-Smtp-Source: ACHHUZ6hzEX8JxRRPnGTmOswrlHoRn3z6MsJ7/oQvkSKYNqmunm9akgqcPEcxA6JiQtHtXPG0lokJA== X-Received: by 2002:a19:7403:0:b0:4f0:4b:538f with SMTP id v3-20020a197403000000b004f0004b538fmr1684825lfe.29.1683723603556; Wed, 10 May 2023 06:00:03 -0700 (PDT) Received: from [1.0.0.7] ([81.23.166.126]) by smtp.gmail.com with ESMTPSA id o6-20020a2e90c6000000b002adaacdb900sm585050ljg.42.2023.05.10.06.00.01 (version=TLS1_3 cipher=TLS_AES_128_GCM_SHA256 bits=128/128); Wed, 10 May 2023 06:00:02 -0700 (PDT) Content-Type: multipart/mixed; boundary="------------wn6C3Xzc3Hb8nL7neG0nfRiC" Message-ID: <3d89174a-9b11-1df1-6a7d-ea64190ad26d@gmail.com> Date: Wed, 10 May 2023 16:00:01 +0300 MIME-Version: 1.0 User-Agent: Mozilla/5.0 (X11; Linux x86_64; rv:102.0) Gecko/20100101 Thunderbird/102.4.2 Subject: Re: benchmark results comparing versions 15.2 and 16 Content-Language: en-US From: Alexander Lakhin To: MARK CALLAGHAN , pgsql-hackers@lists.postgresql.org, Andres Freund References: In-Reply-To: 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. --------------wn6C3Xzc3Hb8nL7neG0nfRiC Content-Type: text/plain; charset=UTF-8; format=flowed Content-Transfer-Encoding: 8bit 08.05.2023 16:00, Alexander Lakhin wrote: > ... Having compared 15.3 (56e869a09) with master > (58f5edf84) I haven't seen significant regressions except a few minor ones. > First regression observed with a simple pgbench test: Another noticeable, but not critical performance degradation is revealed by query 87 from TPC-DS (I use s64da-benchmark): https://github.com/swarm64/s64da-benchmark-toolkit/blob/master/benchmarks/tpcds/queries/queries_10/87.sql With `prepare_benchmark --scale-factor=2`, `run_benchmark --scale-factor=10` I get on master: 2023-05-10 09:27:52,888 INFO    : finished 80/103: query 87 of stream  0: 2.26s OK but on REL_15_STABLE: 2023-05-10 08:13:40,648 INFO    : finished 80/103: query 87 of stream  0: 1.94s OK This time `git bisect` pointed at 3c6fc5820. Having compared execution plans (both attached), I see the following differences (3c6fc5820~1 vs 3c6fc5820): ->  Subquery Scan on "*SELECT* 1"  (cost=149622.00..149958.68 rows=16834 width=21) (actual time=1018.606..1074.468 rows=93891 loops=1)  ->  Unique  (cost=149622.00..149790.34 rows=16834 width=17) (actual time=1018.604..1064.790 rows=93891 loops=1)   ->  Sort  (cost=149622.00..149664.09 rows=16834 width=17) (actual time=1018.603..1052.591 rows=94199 loops=1)    ->  Gather  (cost=146588.59..148440.33 rows=16834 width=17) (actual time=880.899..913.978 rows=94199 loops=1) vs ->  Subquery Scan on "*SELECT* 1"  (cost=147576.79..149829.53 rows=16091 width=21) (actual time=1126.489..1366.751 rows=93891 loops=1)  ->  Unique  (cost=147576.79..149668.62 rows=16091 width=17) (actual time=1126.487..1356.938 rows=93891 loops=1)   ->  Gather Merge  (cost=147576.79..149547.94 rows=16091 width=17) (actual time=1126.487..1345.253 rows=94204 loops=1)    ->  Unique  (cost=146576.78..146737.69 rows=16091 width=17) (actual time=1124.426..1306.532 rows=47102 loops=2)     ->  Sort  (cost=146576.78..146617.01 rows=16091 width=17) (actual time=1124.424..1245.110 rows=533434 loops=2) ->  Subquery Scan on "*SELECT* 2"  (cost=52259.82..52428.16 rows=8417 width=21) (actual time=653.640..676.879 rows=62744 loops=1)  ->  Unique  (cost=52259.82..52343.99 rows=8417 width=17) (actual time=653.639..670.405 rows=62744 loops=1)   ->  Sort  (cost=52259.82..52280.86 rows=8417 width=17) (actual time=653.637..662.428 rows=62744 loops=1)    ->  Gather  (cost=50785.20..51711.07 rows=8417 width=17) (actual time=562.158..571.737 rows=62744 loops=1)     ->  HashAggregate  (cost=49785.20..49869.37 rows=8417 width=17) (actual time=538.263..544.336 rows=31372 loops=2)      ->  Nested Loop  (cost=0.85..49722.07 rows=8417 width=17) (actual time=2.049..469.747 rows=284349 loops=2) vs ->  Subquery Scan on "*SELECT* 2"  (cost=48503.68..49630.12 rows=8046 width=21) (actual time=700.050..828.388 rows=62744 loops=1)  ->  Unique  (cost=48503.68..49549.66 rows=8046 width=17) (actual time=700.047..821.836 rows=62744 loops=1)   ->  Gather Merge  (cost=48503.68..49489.31 rows=8046 width=17) (actual time=700.047..814.136 rows=62744 loops=1)    ->  Unique  (cost=47503.67..47584.13 rows=8046 width=17) (actual time=666.348..763.403 rows=31372 loops=2)     ->  Sort  (cost=47503.67..47523.78 rows=8046 width=17) (actual time=666.347..730.336 rows=284349 loops=2)      ->  Nested Loop  (cost=0.85..46981.72 rows=8046 width=17) (actual time=1.852..454.111 rows=284349 loops=2) ->  Subquery Scan on "*SELECT* 3"  (cost=50608.83..51568.70 rows=7165 width=21) (actual time=302.571..405.305 rows=23737 loops=1)  ->  Unique  (cost=50608.83..51497.05 rows=7165 width=17) (actual time=302.568..402.818 rows=23737 loops=1)   ->  Gather Merge  (cost=50608.83..51443.31 rows=7165 width=17) (actual time=302.567..372.246 rows=287761 loops=1)    ->  Sort  (cost=49608.81..49616.27 rows=2985 width=17) (actual time=298.204..310.075 rows=95920 loops=3)     ->  Nested Loop  (cost=2570.65..49436.52 rows=2985 width=17) (actual time=3.205..229.192 rows=95920 loops=3) vs ->  Subquery Scan on "*SELECT* 3"  (cost=50541.84..51329.11 rows=5708 width=21) (actual time=302.042..336.820 rows=23737 loops=1)  ->  Unique  (cost=50541.84..51272.03 rows=5708 width=17) (actual time=302.039..334.329 rows=23737 loops=1)   ->  Gather Merge  (cost=50541.84..51229.22 rows=5708 width=17) (actual time=302.039..331.296 rows=24128 loops=1)    ->  Unique  (cost=49541.81..49570.35 rows=2854 width=17) (actual time=298.771..320.560 rows=8043 loops=3)     ->  Sort  (cost=49541.81..49548.95 rows=2854 width=17) (actual time=298.770..309.603 rows=95920 loops=3)      ->  Nested Loop  (cost=2570.52..49378.01 rows=2854 width=17) (actual time=3.209..230.291 rows=95920 loops=3) From the commit message and the discussion [1], it's not clear to me, whether this plan change is expected. Perhaps it's too minor issue to bring attention to, but maybe this information could be useful for v16 performance analysis. [1] https://postgr.es/m/CAApHDvo8Lz2H=42urBbfP65LTcEUOh288MT7DsG2_EWtW1AXHQ@mail.gmail.com Best regards, Alexander --------------wn6C3Xzc3Hb8nL7neG0nfRiC Content-Type: text/plain; charset=UTF-8; name="tpcds-q87-3c6fc5820-plan.txt" Content-Disposition: attachment; filename="tpcds-q87-3c6fc5820-plan.txt" Content-Transfer-Encoding: base64 ICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAg ICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAg ICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAg ICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAg ICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAg ICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAg ICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAg ICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAg ICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAg 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