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wouterds/samples.sql

Last active July 17, 2019 08:12
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I want to select data between day x and day y returned as z amount of rows (scaled down data set).
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samples.sql
CREATE TABLE IF NOT EXISTS `samples` (
`id` char(36) CHARACTER SET utf8mb4 COLLATE utf8mb4_bin NOT NULL,
`value` float(8,2) NOT NULL,
`createdAt` datetime NOT NULL,
PRIMARY KEY (`id`),
KEY `samples_created_at` (`createdAt`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4;
INSERT INTO `samples` (`id`, `value`, `createdAt`)
VALUES
(X'30303036366138392D633134352D343531302D396237652D353131663834373037326461',21.65,'2019-07-15 11:35:37'),
(X'30303162333539322D353731372D343734662D623539352D386434323230336466316464',22.99,'2019-07-14 17:19:35'),
(X'30303236376332342D633030642D343461392D393938362D366230623632653234316464',22.94,'2019-07-14 17:34:34'),
(X'30303237343535312D633736392D343366382D613039642D633833346439393765393466',21.71,'2019-07-13 20:40:34'),
(X'30303239646561352D336233382D343135302D626633382D303464386534383066353763',21.86,'2019-07-14 05:14:36'),
(X'30303330636439312D303033372D346233362D386639352D366239343762616563386362',23.07,'2019-07-13 14:58:39'),
(X'30303365623232322D356631392D343865362D383538662D306239326139646534393232',21.69,'2019-07-15 11:36:34'),
(X'30303466353633342D313635372D343239302D383438642D366531306466383134306130',22.00,'2019-07-15 15:19:34'),
(X'30303735623639652D323736612D343466342D393833662D363231306233653539386337',22.86,'2019-07-14 12:52:34'),
(X'30303763666433312D323732362D343431302D393231642D656232663938343335663831',20.88,'2019-07-16 01:52:36'),
(X'30303831623364392D626438622D343265322D623039662D376337373638646134343364',23.02,'2019-07-13 22:03:36'),
(X'30303937393464642D313739362D343239612D616663632D323937636431336435363365',21.27,'2019-07-15 19:43:39'),
(X'30306363336133642D643061612D346238342D623033392D393930333932396539383234',21.06,'2019-07-16 06:26:37'),
(X'30306530313763652D613434332D343632662D613065662D303966623335326431656535',22.11,'2019-07-14 02:06:36'),
(X'30313130643064392D646161302D343939392D623631632D633965646632323334306334',21.99,'2019-07-14 02:45:34'),
(X'30313132333837612D356162632D346639622D383934312D373837626232653839323062',22.58,'2019-07-13 17:25:36'),
(X'30313237636134652D396537322D346265622D623966632D343130663566323632303039',22.19,'2019-07-15 13:30:34'),
(X'30313261316332392D636461662D346137622D626330342D656539346436366637623263',21.91,'2019-07-14 04:46:34'),
(X'30313264616464632D306432332D346134612D393238612D623334653632333030633437',21.27,'2019-07-15 21:44:35'),
(X'30313339653463362D646636642D343965372D626139322D626333336130376537613732',21.62,'2019-07-15 17:02:34'),
(X'30313566396633362D643766622D343539312D396137372D323464656265383332393961',20.87,'2019-07-16 04:53:34'),
(X'30313733323336632D613837392D343066332D616663322D333039656666313563356166',21.70,'2019-07-13 16:29:35'),
(X'30313764623763392D366665302D346536352D396265622D663266636236613337383161',21.23,'2019-07-15 08:10:34'),
(X'30313831646361392D356431382D343434652D623231342D653962383230313432383337',21.78,'2019-07-15 15:50:34'),
(X'30313835666132372D613061342D346531352D613465332D623339373636646235663934',22.29,'2019-07-13 18:31:34'),
(X'30316162643136332D653762322D346434652D626634342D646530663139316365393663',21.23,'2019-07-15 19:59:40'),
(X'30316337313031362D373230372D343364392D393536632D633435643135306535306336',20.88,'2019-07-16 03:34:34'),
(X'30316439303564312D343233382D343662612D396633662D363939353239623366396630',21.24,'2019-07-15 00:18:37'),
(X'30316532316232382D663565642D343330662D623339362D623434323432613936343863',21.87,'2019-07-15 17:26:39'),
(X'30316533366431382D343262362D343435652D623766642D626434626338343738656534',21.45,'2019-07-14 22:34:34'),
(X'30323137343231302D363134622D343262312D386431372D363632343138343938613430',21.18,'2019-07-15 02:39:37'),
(X'30323138616130662D336161302D343930332D616233392D306232323362356438643832',21.11,'2019-07-15 23:58:34'),
(X'30323237383135622D386232362D343065392D396232642D366162306536356265343963',21.23,'2019-07-15 21:54:35'),
(X'30323237616662382D306138392D343534312D393134662D646230333430616334343231',22.05,'2019-07-14 01:45:37'),
(X'30323837643630312D626462392D346433372D613630642D326465326330363034393238',21.93,'2019-07-14 03:56:34'),
(X'30326136616430642D636661652D346236312D613063622D663263356230313439663561',21.18,'2019-07-15 20:38:37'),
(X'30326137353237312D636237322D343539392D383632652D633132343261643064336266',22.23,'2019-07-14 00:20:35'),
(X'30326138313866632D666337612D346235362D623037342D306134666633333139666662',20.99,'2019-07-16 06:38:35'),
(X'30326139343139372D656138632D343136332D616631352D323963343934646430613438',21.09,'2019-07-16 00:36:34'),
(X'30326339353234362D623561352D346133302D383865322D333066656536346538316566',21.19,'2019-07-15 04:52:36'),
(X'30326465643533642D363634612D346434312D626634612D353064366231393163666535',22.86,'2019-07-14 16:29:34'),
(X'30326566303635312D663064612D343134362D616536352D383539616131666639633035',21.23,'2019-07-15 06:23:36'),
(X'30326635636463652D383436372D346366332D393830662D623539313635636336653530',22.17,'2019-07-14 19:28:34'),
(X'30326638653331342D653134642D346432352D616235372D343634616233623239313235',21.31,'2019-07-14 23:30:34'),
(X'30333036306237382D333264312D343638362D383437362D646134666333353333643637',22.30,'2019-07-13 23:27:35'),
(X'30333064343365342D356630612D346639382D383363302D656466366130343031613566',21.14,'2019-07-15 07:17:34'),
(X'30333065623131302D643066642D343164312D626562302D653330633137393665626462',22.30,'2019-07-15 13:00:35'),
(X'30333066653330342D663732312D346431392D623366622D373065343065333163373362',22.05,'2019-07-15 16:33:38'),
(X'30333231396630352D383762612D343139382D616636622D353738366433653030343661',21.20,'2019-07-15 22:03:35'),
(X'30333235643031612D363962372D343033632D393135382D313236346264666333363666',22.33,'2019-07-14 11:43:36'),
(X'30333337653234392D396333632D343966332D393866302D323632386165636162646530',21.62,'2019-07-13 16:28:35'),
(X'30333464336630662D343635652D346262632D613538342D626564646638373862663532',21.60,'2019-07-14 20:44:34'),
(X'30333465313639372D643964372D343331332D383834382D616238373261643632346334',22.34,'2019-07-15 14:03:34'),
(X'30333862636635342D313263662D343263652D396539362D353363646234393636346464',20.93,'2019-07-16 02:04:34'),
(X'30333938326264382D326161632D343166662D383530632D663039633138343165623532',22.34,'2019-07-13 23:36:34'),
(X'30336235386138362D383130662D343830312D383531382D656133656464326334383562',22.36,'2019-07-15 14:41:34'),
(X'30336336366332342D323163322D343963312D383465322D663634363830643136373833',22.64,'2019-07-13 14:08:35'),
(X'30336431363632332D653239342D343065332D626339352D646266333366316330656264',21.96,'2019-07-15 17:45:34'),
(X'30336531363364662D626434642D343533322D613237352D306364366231356663303863',22.04,'2019-07-15 15:17:34'),
(X'30336631663162302D626536612D343031362D383332632D633132666461363233323033',22.15,'2019-07-14 02:04:34'),
(X'30336632373836322D393231632D343233612D386238372D616535636236656431663766',21.75,'2019-07-13 20:50:34'),
(X'30343038383935392D616538392D343832662D393761352D653634303134333437643938',21.98,'2019-07-14 03:27:34'),
(X'30343232323462312D373338352D343461622D386263332D356538326136623338363136',21.64,'2019-07-15 18:06:34'),
(X'30343562346538612D646663352D346332662D626537332D616664346662616461326234',22.33,'2019-07-15 14:42:34'),
(X'30343636616337302D613734312D343137392D393637612D656562646438333032613066',22.96,'2019-07-13 15:47:35'),
(X'30343933363461372D653734662D346563372D393632392D613932373163636232663262',21.20,'2019-07-15 10:02:34'),
(X'30343933366538382D353333352D343463362D386330362D353536346665383137303338',22.09,'2019-07-14 08:30:34'),
(X'30346161366438352D323133652D346532352D383135612D303662323964613734333330',21.23,'2019-07-15 21:05:35'),
(X'30346237663163382D663630612D343063362D393630392D313731313836313465393066',22.73,'2019-07-14 10:28:37'),
(X'30346330353439312D363061642D346539322D393164622D386264626661383239336536',20.80,'2019-07-16 05:16:35'),
(X'30346331633263642D313939322D346133382D393362642D373964313234643133656563',22.54,'2019-07-14 14:23:36'),
(X'30346639376465372D333263652D346263662D616664352D373266613865303633373565',22.43,'2019-07-14 14:15:37'),
(X'30353033373631362D626262382D343239392D613533642D313662633363373866356137',21.28,'2019-07-15 06:10:37'),
(X'30353036313733612D663938302D343063392D613135652D326462373265393133386464',21.26,'2019-07-15 00:34:35'),
(X'30353137396466382D663530372D346237392D393631642D383938356433346664613963',22.01,'2019-07-14 04:38:34'),
(X'30353166363332612D323264352D346334302D623964332D633138306566613231333863',21.18,'2019-07-15 06:27:34'),
(X'30353439323963642D646465632D346463362D613363392D326535363661366536383532',21.22,'2019-07-15 04:56:38'),
(X'30353566313865372D393533302D343635322D386431362D333661393261353535343632',22.12,'2019-07-14 09:20:35'),
(X'30353738323237642D616435342D343038612D613033642D333361633534393764366439',21.94,'2019-07-14 03:00:34'),
(X'30353862353762342D346632662D343264632D623439312D363165383661366234663330',21.15,'2019-07-15 05:43:34'),
(X'30353936646432632D323832332D343034332D613861362D623163353730633938623062',21.15,'2019-07-16 00:09:38'),
(X'30356133353564312D323966332D343633362D623935382D316266613634343633396664',20.97,'2019-07-16 05:57:37'),
(X'30356333633432382D303331302D346331642D393364342D663335663737373139623332',23.01,'2019-07-14 15:42:34'),
(X'30356336326265312D633266312D343738342D613132302D356534373730343034663862',21.54,'2019-07-15 18:58:34'),
(X'30356635313161652D373338352D343832332D623433612D633239333339396536653064',22.36,'2019-07-13 20:57:37'),
(X'30356639353338662D643833632D346430322D396339332D393063626230626436323932',21.21,'2019-07-15 04:18:35'),
(X'30363137326631382D623831382D346230342D393337362D303737313439386233376633',21.72,'2019-07-13 16:31:35'),
(X'30363230333235352D313330332D343439302D383739652D303038373335386362643165',21.88,'2019-07-13 19:39:34'),
(X'30363339363633632D613030632D346265372D386539332D626432633761303934666366',21.90,'2019-07-14 03:28:34'),
(X'30363831633661362D653732342D343336622D393237622D356136646565333531383362',21.95,'2019-07-14 19:52:34'),
(X'30363835343139392D393235322D346530632D626239372D653165393536396365623333',21.20,'2019-07-15 08:32:34'),
(X'30366136383531372D656366392D346564352D383634322D346631616563323331613263',22.14,'2019-07-15 15:22:38'),
(X'30366161363831652D353665652D343539322D616464392D393763623039643965323133',21.02,'2019-07-16 00:53:37'),
(X'30366164323837662D643863662D346431652D613365302D333864613437333861303661',21.22,'2019-07-15 19:40:37'),
(X'30366261636261612D613438652D346665302D393933392D383835623965643862333332',21.92,'2019-07-14 04:37:34'),
(X'30373134383234332D373062632D343339382D613833302D623037316233633336333235',21.05,'2019-07-16 00:54:37'),
(X'30373136616166362D656437312D346333342D623537362D656161316136313962393031',22.51,'2019-07-14 15:11:34'),
(X'30373139366533302D343035662D343766392D386530382D666565626639383930303366',22.66,'2019-07-13 15:56:35'),
(X'30373234323730352D656663312D346264362D386539312D363337363230343164636131',22.13,'2019-07-13 18:28:36'),
(X'30373364363332362D396266662D343834622D383536612D633663323337653665643935',21.52,'2019-07-15 11:19:35'),
(X'30373461623137312D336533642D343132322D393131622D373239656639366633383339',21.24,'2019-07-15 09:27:34'),
(X'30373934333231652D613831612D343661642D613335362D353463303934616438623932',21.18,'2019-07-15 23:54:34'),
(X'30373964303434632D383634622D343637312D623063302D653036306133316132303063',22.49,'2019-07-13 22:57:34'),
(X'30376165333537652D656264372D343131612D626563642D356230313835353933623938',23.00,'2019-07-13 15:42:39'),
(X'30376262623932322D643639632D346662302D383035612D656230386438393435306438',22.61,'2019-07-13 21:41:34'),
(X'30376463626663382D316337622D346233322D386465652D356230383737636331333939',22.55,'2019-07-15 13:52:34'),
(X'30376536393232392D386563362D343731342D623035302D393461343163303966306465',21.04,'2019-07-16 01:37:34'),
(X'30376538346665612D653062612D346337652D613863352D316332316236366539623262',21.26,'2019-07-15 21:24:35'),
(X'30376662343036652D633035382D346166652D383838322D373066356130386463613032',22.06,'2019-07-14 19:22:36'),
(X'30383036623833652D316432392D343163342D386461302D633839396237383235353461',21.88,'2019-07-14 06:20:38'),
(X'30383231373633362D613561372D343632322D383665312D643936383366356232313365',21.77,'2019-07-13 20:12:36'),
(X'30383436633538382D386438372D343739632D626136302D353234383938343634656633',21.12,'2019-07-15 05:07:34'),
(X'30383837313932642D353834332D343836652D623033392D313764313435396534613663',22.19,'2019-07-14 09:30:35'),
(X'30386235386236302D653738372D346533302D393765652D326238616339333732396231',20.97,'2019-07-16 06:24:36'),
(X'30386261666134362D396265612D346631622D613562652D653563323964313538646463',21.20,'2019-07-15 09:34:34'),
(X'30386263646231322D353533382D343134632D393461312D363534343135386338313137',20.95,'2019-07-16 05:48:35'),
(X'30386562633830322D613665372D343138392D393630612D383362303863303932396235',21.87,'2019-07-14 07:37:34'),
(X'30386635643965392D356330372D343234652D623535392D313861313132646637393532',21.27,'2019-07-15 23:10:36'),
(X'30393136656133652D613139622D343334392D383266392D396230653739383134346163',21.70,'2019-07-14 20:17:34'),
(X'30393139386630362D653236642D343535372D613036352D646433303138353137316362',20.96,'2019-07-16 02:19:34'),
(X'30393165656237362D613662372D343131632D386364382D396432323533326638366630',21.96,'2019-07-15 15:44:34'),
(X'30393235393964632D623438612D346562332D623264312D663837393463383361613064',22.51,'2019-07-14 14:18:37'),
(X'30393365613165662D393564612D343234342D383165352D616364303366373061326331',22.70,'2019-07-13 13:57:34'),
(X'30393563373430652D386565322D346636302D393462642D373230373231333030303032',21.19,'2019-07-15 07:47:34'),
(X'30393738323030662D316566612D346533362D386265342D326139636634666132656233',21.21,'2019-07-15 08:18:34'),
(X'30393764666464392D336537362D343638632D393630622D386364373133383137346234',21.58,'2019-07-15 18:28:36'),
(X'30393833393864642D633565632D343131312D386637662D313934623239613666633739',21.24,'2019-07-15 23:12:34'),
(X'30393863313463622D393335352D346336632D383763312D373166636438663739346365',22.24,'2019-07-14 09:48:35'),
(X'30393936323162342D663534662D346330612D616237392D626163393937613639313037',20.98,'2019-07-16 02:29:35'),
(X'30393939323136642D346434662D343866392D383731332D363265313531323861613463',22.13,'2019-07-15 14:45:34'),
(X'30396235623739622D336338342D343563332D393532622D386166336466386536633230',21.88,'2019-07-14 03:37:34'),
(X'30396334333462362D373037332D346635362D396432372D316630363139356437346161',20.94,'2019-07-16 03:10:34'),
(X'30396430373862342D393637372D346133342D383531302D353138333064656635646263',22.57,'2019-07-13 17:17:34'),
(X'30396565333466372D333632612D343533392D396137312D303230313361336261326534',21.05,'2019-07-16 01:43:34'),
(X'30396631333731332D303662652D346139352D613435382D353130393162356635366266',22.99,'2019-07-13 15:25:35'),
(X'30396662313638652D666539352D343461622D393962392D316439663831636363343965',21.84,'2019-07-14 04:27:34'),
(X'30613166333238312D633332322D346666652D383533332D666431353166336238636339',21.96,'2019-07-13 19:18:34'),
(X'30613536366261332D393836642D343831382D616236652D303039346636323762303737',22.74,'2019-07-14 16:43:35'),
(X'30613639363664612D383633662D343964362D386465342D356231363362396136663633',21.20,'2019-07-15 02:56:35'),
(X'30613738363038662D353962622D346239372D386565612D326434666663636331303438',22.01,'2019-07-14 08:14:34'),
(X'30613834346364642D646163652D346634642D393065342D663035653437386462373835',21.04,'2019-07-16 02:16:34'),
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(X'66386261646164322D653833362D343730362D386332372D633038366134376466386262',21.53,'2019-07-14 21:28:36'),
(X'66386265393361392D366333352D343962362D396164392D353363383131633966663530',21.92,'2019-07-14 03:19:34'),
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(X'66623033356632352D383034382D343935632D623835392D343532313562623235656132',22.13,'2019-07-14 01:37:35'),
(X'66623039656464382D623364332D343065652D396138622D353437633732396634313732',22.56,'2019-07-14 10:37:35'),
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(X'66623963616562642D333934382D343862392D383037312D613730356438623533643330',21.90,'2019-07-14 08:53:35'),
(X'66626138653964652D333032332D343130372D623432372D323939383663383535383731',22.34,'2019-07-15 13:42:36'),
(X'66626238326266612D346134332D343166632D383730322D666266633338343335336434',21.19,'2019-07-15 03:59:35'),
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(X'66626662643431652D623834332D346234362D386530372D343539396536353737343437',22.77,'2019-07-14 10:23:37'),
(X'66633064393431622D346365362D346263302D393865622D306138613432353562336262',22.62,'2019-07-13 16:54:35'),
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(X'66633437313537362D386132312D346536652D393230632D373638316135326339653438',21.26,'2019-07-15 09:19:34'),
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(X'66633931333530362D306538632D343138372D396137302D366663373664613734363233',22.24,'2019-07-14 09:51:35'),
(X'66636165653838322D373937622D343465662D383337382D333830353361623137343934',21.61,'2019-07-14 21:47:36'),
(X'66636233363635392D626266342D346431612D613835332D623666393930643761326335',22.71,'2019-07-13 13:41:37'),
(X'66636239613465312D653361632D343030312D383062372D386537303062363638386631',22.85,'2019-07-14 16:33:37'),
(X'66636632613532322D643231632D343239302D383664642D373336633362306532623066',21.90,'2019-07-14 05:41:34'),
(X'66636634353066632D663036302D343063342D623161382D333436636266323630343632',21.78,'2019-07-15 17:23:34'),
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@wouterds
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wouterds commented Jul 16, 2019 •
edited

Here's 3 days of samples, with 1 minute in between (so 1 record per minute). I want to build a query that scales down this data set to a fixed amount of rows. No clue how to start on this though, at least not really how to do this purely with sql. Best I got so far is grouped per x amount of minutes. But that's not really what I want...

E.g.: query below will select data between 2019-07-14 & 2019-07-15 and return average values for per 10 minutes.

SELECT
AVG(`value`) AS `value`,
CONVERT((MIN(`createdAt`) DIV 1000) * 1000, DATETIME) AS `dtime`
FROM `samples`
WHERE `createdAt` BETWEEN '2019-07-14' AND '2019-07-15'
GROUP BY `createdAt` DIV 1000

@wouterds
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wouterds commented Jul 16, 2019 •
edited

Attempt #2: trying to select 250 records between 2019-07-14 and 2019-07-15, but it returns only 48 rows:

SELECT
	AVG(`value`) AS `avg`,
	`createdAt` AS `dtime`,
	`createdAt` * 1 AS `dtime_int`,
	ROUND(
		`createdAt` / (
			(CONVERT('2019-07-15', DATETIME) - CONVERT('2019-07-14', DATETIME)
		) / 250)
	) AS `groupBy`
FROM `samples`
WHERE `createdAt` BETWEEN '2019-07-14' AND '2019-07-15'
GROUP BY `groupBy`
ORDER BY `dtime` DESC;

Screen Shot 2019-07-17 at 10 00 27

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