Received: from malur.postgresql.org ([217.196.149.56]) by arkaria.postgresql.org with esmtp (Exim 4.84_2) (envelope-from ) id 1eRXOd-0005Us-60 for pgsql-hackers@arkaria.postgresql.org; Wed, 20 Dec 2017 05:58:28 +0000 Received: from localhost ([127.0.0.1] helo=malur.postgresql.org) by malur.postgresql.org with esmtp (Exim 4.84_2) (envelope-from ) id 1eRXOc-0000s4-OY for pgsql-hackers@arkaria.postgresql.org; Wed, 20 Dec 2017 05:58:26 +0000 Received: from magus.postgresql.org ([2a02:c0:301:0:ffff::29]) by malur.postgresql.org with esmtps (TLS1.2:ECDHE_RSA_AES_256_CBC_SHA384:256) (Exim 4.84_2) (envelope-from ) id 1eRXOc-0000ru-8C for pgsql-hackers@lists.postgresql.org; Wed, 20 Dec 2017 05:58:26 +0000 Received: from mail.postgrespro.ru ([93.174.131.138]) by magus.postgresql.org with esmtp (Exim 4.89) (envelope-from ) id 1eRXOY-0000zM-A8 for pgsql-hackers@postgresql.org; Wed, 20 Dec 2017 05:58:25 +0000 Received: from localhost (localhost [127.0.0.1]) by mail.postgrespro.ru (Postfix) with ESMTP id CFC7B21C042B; Wed, 20 Dec 2017 08:58:20 +0300 (MSK) X-Virus-Scanned: Debian amavisd-new at postgrespro.ru X-Spam-Flag: NO X-Spam-Score: 0 X-Spam-Level: X-Spam-Status: No, score=x tagged_above=-99 required=4 WHITELISTED tests=[] autolearn=unavailable Received: from zilders-MacBook-Pro.local (unknown [94.29.3.222]) (using TLSv1.2 with cipher ECDHE-RSA-AES128-GCM-SHA256 (128/128 bits)) (Client did not present a certificate) by mail.postgrespro.ru (Postfix) with ESMTPSA id 4A89C21C00D0; Wed, 20 Dec 2017 08:58:20 +0300 (MSK) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/simple; d=postgrespro.ru; s=mail; t=1513749500; bh=0amZ1vHvfZU0kOc8+L3lwJ0Ts+H3gs7YpBNXVAbQQ8E=; h=From:Subject:To:Cc:Date; b=RHPgev4LFlLQq8JqFHynd+Z5/YKY66SZk9k2UtXx1EsqNSnnbtbLeD4MT75s/v+BT 64WiSRwBOtj5lq8iP8Brd3VsV7b6DNx5tQk7NBIYLlkO2EoMCFCRYUOywjXMdO2/HY 2gmSSQNU63RKrjcnitcNGWpwt+d7zvZiMyXpuSA8= From: Ildar Musin Subject: General purpose hashing func in pgbench To: pgsql-hackers Cc: Fabien COELHO Message-ID: <0e8bd39e-dfcd-2879-f88f-272799ad7ef2@postgrespro.ru> Date: Wed, 20 Dec 2017 08:58:18 +0300 User-Agent: Mozilla/5.0 (Macintosh; Intel Mac OS X 10.12; rv:52.0) Gecko/20100101 Thunderbird/52.5.0 MIME-Version: 1.0 Content-Type: multipart/mixed; boundary="------------FC4FA4B46782A873AC84E535" Content-Language: ru List-Id: List-Help: List-Subscribe: List-Post: List-Owner: List-Archive: Precedence: bulk This is a multi-part message in MIME format. --------------FC4FA4B46782A873AC84E535 Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: 8bit Hi hackers, Following up the recent discussion on zipfian distribution I was trying to reproduce some YCSB-like workloads. As this paper [1] describes, YCSB uses zipfian distribution to generate keys in order simulate intensive load on small number of records as it happens in real world applications (e.g. blogs). One problem is that most popular records keys are clustered together. To scatter them across the keyspace authors use hashing, the FNV-1a hash function in particular [2]. I've read Fabien Coelho's thread on additional operators and functions. Generally it could be possible to implement some basic hashing algorithms right in a pgbench script using just bitwise and arithmetic operators. But should we probably provide users with some general purpose hash function? The attached patch introduces hash() function which implements FNV-1a as an example of such hashing algorithm. There are also couple of images in the attachement that I have got from visualizing original zipfian distribution and the hashed one. Usage example: In psql: create table abc as select generate_series(0, 999) as a, 0 as b; pgbench script: \set rnd random_zipfian(0, 1000000, 0.99) \set key abs(hash(:rnd)) % 1000 begin; update abc set b = b + 1 where a = :key; end; Any thoughts or suggestions? [1] http://www.brianfrankcooper.net/home/publications/ycsb.pdf [2] https://en.wikipedia.org/wiki/Fowler–Noll–Vo_hash_function Thanks! -- Ildar Musin Postgres Professional: http://www.postgrespro.com Russian Postgres Company --------------FC4FA4B46782A873AC84E535 Content-Type: image/png; name="zipfian.png" Content-Transfer-Encoding: base64 Content-Disposition: attachment; filename="zipfian.png" iVBORw0KGgoAAAANSUhEUgAABHIAAANWCAYAAACS0atCAAAMGGlDQ1BJQ0MgUHJvZmlsZQAA SImVVwdYU8kWnltSCAktEAEpoTdBehUIvRfpYCMkAUIJkBBU7MiigmtBRRRFRVdFbGsBZK1Y sLAI2OsDFZWVdbFgQ+VNCuj62vfO982dP2fOOfOfuedOZgBQtmXn5+egKgDkCgqFMUG+zKTk FCapF1CANlAG7sCJzRHl+0RHhwMoo/3f5d1NgEj6a9aSWP86/l9FlcsTcQBAoiFO44o4uRAf AQDX5OQLCwEgtEO90czCfAkehFhdCAkCQMQlOEOGNSU4TYYnSG3iYvwgZgFAprLZwgwAlCS8 mUWcDBhHScLRVsDlCyDeBLEXJ5PNhfg+xBNyc/MgViZDbJ72XZyMv8VMG4vJZmeMYVkuUiH7 80X5OezZ/+dy/G/JzRGPzmEIGzVTGBwjyRmu2+7svDAJpkJ8XJAWGQWxGsQX+VypvQTfzRQH x8vtBzgiP7hmgAEACrhs/zCIdSBmiLPjfeTYni2U+kJ7NJJfGBInx2nCvBh5fLRIkBMZLo+z 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