erT"og: TxtRaleway Bolde()"title>MySQL to Amazon Redshift replicath1ng/divcrdiv }    }pancrspan clasr="Bold1()"t•  20 minailed }pancrspan>   }pancrspan clasr="Bold1()"t• 19 Jan 2016 }pancr/divcr/divcrdiv }

In a previous post, we yp!0;kd hnt="Homent.c a custom ogle-anal solu(funip!0;QL to Amazon Red. Onerisothe biggess edvae"agesrisou(flizinwmazon Redss){ ogle-anal tsBteadrisousinw a >hird-0];tyrisf-the-shelf ogle-anal tool (such e)>){i['G oogleAnal, Mixpanel, LocgleAnal, etc.) isothe abflityr"HojoinamultiAle zely.sources. Forworld ex:ojoininw aogleAna evperi of inw from cate mobfleommoaches 1.0, zely.sto;kd inacate your Mzelybase. This allows answs[enw deeogr 0';svaria like “Which isomy custom0;n ];oousinw my productothe most bhorsoga(inw the least?”, orw“Whaorse0';ncerisousgr acvaria leadl to the h ess likelihoodrisothaorusgr beof inw a premiumrusgr?”.Weachll beginaches a h -levplip!0;'pag and then lean toward the a.men rel side, sincer>his isoa >opna isosom0whaora.men rel t: Alexity.As e glance,r>his ant="ar yp!0;s:Whyft: A niesrw to replitheie your MzelybasesMySQL to Amazon Red rli>The diffe;otEommon approas){ your Mhift replicatli> rli>Dith detailed real-world ex id ex,doca(funipf your MySQL to Amazon RedMhift replicatli> rli>Cf 3 copitfallsMySQavoid when buildinw cate hift replic solu(funatli> r/ulo rpcref=;ript srl('/img/blog/mysql-to-amazon-redshift-replicaogle-analqpipelinevicon.altntoogleAnal pipelineMySQL to Amazon Red"ng/po rh2 id="whyshift-repe-blog/mysql-to-amazon-reds">Whyfw to repliyour MySQL to Amazon Red?ath2o rpcIt’s !0;y of 3 cothese zeysMySQhaveamultiAle w to resrisocate zely.inasevprel diffe;otEocon"srisozely.sto;ks. Diffe;otEo0];tsrisocate thod-replicsQhaveadiffe;otEorhttprgetEle from cate zely.sto;k. Byfw to repinw cate zely.ySQmultiAle zely.sto;ks, each i; optdss){ oadiffe;otEousg-rese,rcat ];oo-sca.ySQi; opt the ogrs){mancerisocate sydaem.Perhapsothe most of 3 comnd stra hs){ward orld ex isailed-w to resrs){ cate transacvariel delybase. Bhormany thod-replicsQalso.sto;kitheie transacvariel dely.inaElasAnaSearch,rs){ orld ex,.ySQenjoyasearchrsogtdsand the rich fnt.ur"srisoElasAnaSearch,rsto;kithe raw dely.inaS3rs){ up, orwMemcapprdss){ cappinw etc.B lySQite usg-rese,rzely.yeamsotend torw to replitheie your Mzely torazon Redss){ twSQmainailesics:Joininw multiAle zely.sources} } rong> - The mainamotiveplic ySQmp!0 torazon Red, isoto beo-sca.ySQjoinaand ie" rsectomultiAle zely.sources. Forworld ex,ojoininw bfllenw dely.and custom0;aserth=d dely.ches 1.0, behavioe zely. This k })risoogle-sis allows cat ySQask 0';svaria such e): “Which fnt.ur"srleadMySQh ee hi" colic repls.and mo;kiype!0;n.vesoto paid plans?”, “Whaor1.0, behavioel tsmentse churn?”sand to ogrs){m predicvaria such e) “Which 1.0,n ];oolikelyoto beof e oayenw custom0;n?”atli> rli>oogleAnael 0';riesrogrs){mance} } rong> - Whilliyour Mis i; optdss){ iledenwwidtBy einw aod updepinw a r/olo rh2 id="diffe;otE-mmon appro-s){-blog/mhift replicatDiffe;otEommon approas){ your Mhift replicath2o rpcThe;oo-;oosevprel mainammon approas){ delybase hift-replica In >his sectlic we’ll ="og:dbkithe tcone most of 3 common approaand c: A ckithe edvae"agesrand draw s isoeach isothem.ref=;ript srl('/img/blog/mysql-to-amazon-redshift-replicafull-dump-=n;nvicon.altntFull =umprand =n;n"ng/po rh3 id="full-dump-and-=n;n"nFull =umprand =n;nath3o rpcIn >his mmon app, ogriod-relly,ithe your My-scas ];oofully =umped,ithe ofrr"spoa(inw L to Amazon RedMy-scas ];oodropptdsand reoent.cd,sand the full =umpsrisothe your My-scas ];oo=n;n.l torazon Red.The edvae"agerisothis mmon app isothaoridsis !0;y sid exomnd stra hs){ward. Theadisedvae"agerisothaor=umpsr];oo!0;y r"source ie" nrlyA,rsoothaoridscan slow downothe your Mdelybase durinw the y-scar=umps. TSQhaveaaiypesis" co =umprisocate y-scarcat m h evpe ne.l torimck cate zelybase durinw the =ump. In addivari,rid ex,docinw aTherampl0,othis mmon app isomostlyoreofm,don.l isocatQhavea!0;y small y-scas.IsocatQdo choosa.ySQuse >his mmon app, idswoul-wbkibess ySQuse a hift-re tsBteadrisocate masAee zelybase, sinceridsm h bimck cate zelybase and ie" rfe;o.ches cate oroductlic thod-replic.ref=;ript srl('/img/blog/mysql-to-amazon-redshift-replicatsmen,docal-dump-=n;nvicon.altntIsmen,docal =umprand =n;n"ng/po rh3 id="tsmen,docal-dump-and-=n;n"nIsmen,docal =umprand =n;nath3o rpcIn >his mmon app, the your My-sca isoogriod-relly 0';riedss){ updepas sincer>hoo=asA 0';ry. Theaupdepas ckitheno=n;n.l ie"SQL to Amazon RedMaod oiypesolideplic 0';ryrreofsBtructsothe origiiel t-sca.SELECT * FROM my_t-sca WHEREo=asA_updepa > #{=asA_0px !i} r/codeng/pre> rp>The mainamdvae"agerisothis mmon app p!0;QaPerhapsothe most signif-rentadisedvae"agerisothis mmon app isothaoridsrennodsrep.ur" row ="levaris, sincer="levetaiows chll nevpr be hibq)rkd inaa 0';ry. S ol"Ily,it-sca altereplicsQare also.nodsrep.ur"d uncass tate.aly 0';riedsinoeach .wePavari. Anod ee min){ disedvae"agerisothaoriEorhttprgsothe w to repldoy-scas "Hompe"ainsan “updepa-wat”soflumnothaorthe ogriod-rel 0';ryrcan use. Thernecessa;y ofesolideplic sAep also.addsosom0 t: Alexity to the id ex,doca(fun.S ol"Ily to the full =ump and =n;n mmon app, id’s bess ySQuse a hift-re and nodsthe masAee zelybasess){ the ismen,docal =umprand =n;nMySQavoid /imckinw the masAee zelybase.ref=;ript srl('/img/blog/mysql-to-amazon-redshift-replicabinimgshift-replication.altntBinimgshift replicati/po rh3 id="binimgshift-replic">Binimgshift replicath3o rpcThis mmon app (som0 esrw fe;red to e) metngamzely.rep.ur" - CDC)ou(flizesryour ’s binimg.ryour ’s binimg keepsr]n frdrPed =ng isoe!0;y perPavariothaorwasrogrs){mtdsbyothe =elybase. AfAee anidth, in =umprisothe ish, in data.risothe your Mzelybase, the binimg isompe"inuously stentmtdsand =n;n.l ie"SQL to Amazon Red.Weaaorent="Ass)und thisoto beothe bess emon app, and the onlyoamon app thaorollows s){ nearailed e hift replic aorsmum-. Itsomainamdvae"ages ckithaoriEodoesn’trimck or affectothe ogrs){mancerisothe zelybase, iEosupx !is boes wilevaris and t-sca altereplicsQand therampl0gen-scasworlctly onemysqone hift replic,riEodoesn’trhaveaanyorhttprgetEle p!0;Qthe Btructur" isothe y-scas ]nd idsis !0;y cohe;otEoches the Btrntmion cessinw 0];adigm thaorollows transs){maplicsQand nearailed e ogrs){mance. NoEosurprisinw.y,r>his isothe most of Alexoamon app to id ex,doc.g/po rh2 id="id ex,docinw-binimgshift-replic">Id ex,docinw binimgshift replicath2o rpcIn >his sectlic weion vide a with detailed real-world ex isohnt="Hoid ex,doc your MySQL to Amazon RedMhift replicousinw your ’s binimg.Weaassumkithaorcat ]lentdyoment.cd cate L to Amazon RedMclusAee andithaorcat knnt=hnt="Ho=n;nMzely torL to Amazon Red. Isonod, meeck ouor">e to Amazon Red’s getcinw datrted guide.Weachll use anworld ex t-sca.ySQdemfsBtreplitheadiffe;otEosAepsrisothe suggess.l id ex,doca(fun. Led’s oundineMyhaorweQhaveaaioroductsr/coden your My-sca yhaorweQwoul-wlike torw to repliinaL to Amazon RedMaod hasothe followinw daructur":< ryro ryt>inatyt> ryt>nId]atyt> ryt>pric]atyt> r/yro r/yte">< rytyle< ryro ryd>1r/ydo ryd>Beard oilr/ydo ryd>1.00r/ydo r/yro ryro ryd>2r/ydo ryd>in-houseBalmr/ydo ryd>2.00r/ydo r/yro ryro ryd>...r/ydo ryd>...r/ydo ryd>...r/ydo r/yro r/ytyle< r/y-scao rp>Each isothe oroducts tsQite orld ex oroductsr/coden y-sca hasoanwinatcode>,aainId]atcoden aod oioric]atcode>. WeQwoul-wlike torw ofsBtruct thisot-sca isQite azon RedMic aompe"inuous basis.Genprelip!0;'pag isothe orocessath3o rulo rli>SAep 1 - Cent.inw the azon RedMy-scas} } rong>atli> rli>SAep 2 - Ith, in =umprand =n;nat} rong> - Cep.ur"sothe ish, in data.risothe y-scaatli> rli>SAep 3 - Cpe"inuous binimgsBtrntminwat} rong> - Cep.ur"sothe updepas to the t-sca mpe"inuouslyatli> rli>SAep 4 - Cpesolideplicat} rong> - Updepas the w to repldoy-scaousinw the binimg and the previous !0;n.verisothe w to repldoy-scaatli> r/ulo rh3 id="sAep-1-cent.inw-the-azon-redsy-scas">SAep 1 - Cent.inw the azon RedMy-scas} h3o rpcxampl0 pullenw dely.from your Mand =n;nenw itMySQL to Amazon Red,rcat chll need to ment.c the t-rgetoy-scas tsmazon Red,rsincersom0 puperPrope such e) oflumnoton"srand t-sca keysrcan onlyober=""unde once.TwSQy-scas chll need to berment.cd: Therfirst chll holdr>hoo=a" strw ofsBtructkd sata.risothe origiiel youql t-sca; Thers ofsd chll holdrall yhe updepas to the origiiel youql t-sca sincer>hoo=asA ofesolideplic. Boes y-scas chll haveathe stionBtructur" soothaortheyrcan berunlicedss){ the ofesolideplic sAep. It also.meansothaorthe w ofsBtructkd t-sca m h holdra fag oflumnsothaor=on’trexisorinothe origiiel t-sca, bhorthese shoul-wbkidisregardkd inaagle-sis.Thera ckitwSQmainacon"srisozismenpancope bktweenothe your Mand azon RedMy-scas thaorcat chll haveatoiypesidrP: oflumnoton"ozismenpancope and keyozismenpancope. S nceroflumnoton"srand keysrcannodsbermetngadrafAee t-sca ment.iunidtQL to Amazon Red,rcat need to =""und oflumnoton"srand t-sca keysrinamdvaece upriot-sca ment.iun.Cplumnoton"oype!0;n.ve} h3o rpcyour Mand azon RedMhaveasl hly =iffe;otEooflumnoton"s. azon RedMhasoanwhttp-um-ntss){ the most of 3 cooflumnoton"s,.and most od ee oflumnsocan berype!0;ted to emazon RedMcflumnoton".Forworld ex:oyour ’s INTatcoden aod FLOATatcoden a;oodprgct http-um-ntsrisoINTEGERatcoden aod REALatcoden dtQL to Amazon Red.oyour ’s TIMEatcoden onothe od ee hand does nodshaveaaidprgct http-um-ntMaod hasoto ber=n;n.l torazon Red e) VARCHAR(40)atcode>,aUNSIGNED INTatcoden does nodshaveaanwhttp-um-ntsiAmazon RedMaod BLOBatcoden aod VARCHARr/coden yhaororx > 65535r/coden musdsbertrunrepld.Yat can fiod oifull lisorisosuggess.l cplumnoton"oype!0;n.ves hera: ">ent=httdocs.aws.a to Aloomadelypipeline/l"" st/DevplperPGuide/dp-ted eepe-azon-red.tml>Primary key, zistribu(fun keyomnd sort keys} h4o rh4 id="orimary-key">Primary key} h4o rp>The mainazismenpancy bktweenoyour Mand L to Amazon RedMhigardinw the primary key, isothaorinoazon RedMyhe primary key ofsBtraindsis nodsens){ced. Thus,.twSQiows can haveaanwidenAnael primary key. Primary keys ckionlyoused e) a h ndsbyothe L to Amazon RedM0';ryrplannee tSQi; opt cate 0';ries. Primary keys shoul-wbkiens){cedsbyocate ETL orocess.Notx:oHavinw multiAle iows ches anwidenAnael primary key can cause cate 0';ries torw bq)r ismfrr"cdMhisults,.as L to Amazon RedM">assumkssthaorcatr primary keys areauni0';Mand -umid.U.uelly, the t-sca’s primary key isoa /wwd candidepa s){ azon Red’s zistribu(fun key. Ificate your My-sca hasoa of A)und primary key, L to Am">suggesssstSQuse >herfirst primary key as cate zistribu(fun key.Sort keys} h4o rp>S ncerin >his solu(funicat ];oogoinw to use your ’s binimg s){ ilft replic,rasoflumnothaoris used ttpa.ristpe s){ frdrPenw in cate 0';ries isothe primary key, which is heavilyoused when y-sca wows getoupdepa-. Byfd""uninw itMasothe t-sca’s sort key,rcat can o; opt cate 0';ries’ ogrs){mance.First,rcat need to make suresthaorcatr zelybasesisompefigur"d s){ iow-based binimg (we’ll talk abohorthe =iffe;otEobinimg s){mats.and ex eeinachy we yhosa.iow-based eeperrin >his post). It’s oux !impo to =""und the binimg s){mat befo;kithe ish, in =umprs ncerin frdrPMySQavoid dely.loss or ismfesis" ccope cat coul-wwmpo to knnt=orlctly aorwhaormom co cat ySokothe t-sca’s “snapshot”sand haveaall isothe updepas thaorfollowld.Yat can fiod with detaisBtruct.ves s){ cpefigurinw cate your Ms){ iow-based binimg dtQLnt="A’s MySQazon RedMhift replicata>nar a=doca(fun.B uprthe w levmpo t-scas ]nd getoyhe binimg posiplic. This isorhttprgd, beoause >herbinimgshift replic ga(s evperi from arsogcif-r pointsiAm e. This sAep rhttprgsoar1.0, ches the followinw ogrmisn.ves: SELECT, LOCK TABLESr/codeng/po rolo rli>Lmck y-scas. Iux !impo -Qdo nodsrlose >hersesn.ve when imckinw the y-scas,rin frdrPMySQbeo-sca.ySQw lease >herimckatli> rli> rli>In a diffe;otEosesn.ve, =umprcate y-scarto =isk, e.g. usenw blog/=umpata>, ]nd getoyhe cur;otEobinimg posiplicsbyoexecu(fnwatli> rli>

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r/olo rp>Weoreofm,donstSQuse >herForworld ex the binimgry-sca s){ oa“oroducts”st-sca mpul-wlSokolike >his:< ryro ryt> estampatyt> ryt>ton"atyt> ryt>img_fil"atyt> ryt>img_posiplicatyt> ryt>inatyt> ryt>nId]atyt> ryt>pric]atyt> ryt>="levetatyt> r/yro r/yte">< rytyle< ryro ryd>1449397348r/ydo ryd>inBy er/ydo ryd>OFF.()3935r/ydo ryd>212230965r/ydo ryd>1r/ydo ryd>Beard oilr/ydo ryd>1.00r/ydo rydofalsor/ydo r/yro ryro ryd>1449397348r/ydo ryd>inBy er/ydo ryd>OFF.()3935r/ydo ryd>212230966r/ydo ryd>2r/ydo ryd>Balmr/ydo ryd>2.00r/ydo rydofalsor/ydo r/yro ryro ryd>1452173072r/ydo ryd>updepar/ydo ryd>OFF.()3935r/ydo ryd>212230967r/ydo ryd>1r/ydo ryd>Beard oilr/ydo ryd>0.99r/ydo rydofalsor/ydo r/yro r/ytyle< r/y-scao rh3 id="sAep-4-ofesolideplic">SAep 4 - Cpesolideplicath3o rpcAs we m coliced ebove,ithe ofesolideplic t-sca sto;ksr>hoo=a" strw ofsBtructkd sata.risocate your My-sca, whiex the binimgry-sca sto;ksrall yhe updepas evpr sincev Evpryrsew munu(as (){ hours,rzeoga(inw on cate sogcif-r needsQand the siz.risothe y-sca)rcat can run oiypesolideplic 0';ryruniazon RedMyhaorupdepas the w ofsBtructkd t-sca usinw the binimg y-sca, and clears the binimg y-sca.The ypesolideplic orocessrfirst unlicsithe ofesolidepkd t-sca togeth0, ches the binimg y-sca, and then extr tsr>hoo=a" strsata.risooach row. Therilsult isoa w ofsBtructkd onemysqone !0;n.verisothe origiiel youql t-sca,rsincero!0;y row inathe loort-sca represtEle the most w oentlyoupdepa-wrow isothe origiiel y-sca iAmyouql.Nearailed e cpesolideplicath4o rp>Yat can also.=""und the ypesolideplic 0';ryr{soa ">azon RedM'pag. Such 0';ryrchll take mo;ki e to wunothanaa 0';ry wunninw on the ofesolidepkd t-sca, bhorcate tgle-sle and zely.ahod-replicsQyhaor0';ryrthaor'pag chll tlweysMsee yhe updepad !0;n.verisothe w to repldoy-sca.Cf 3 copitfallsMySQavoidath3o rpcThera ckimany pitfallsMySQavoid when buildinw a your MySQL to Amazon RedMhift replicopipelineMand we’veaalentdyotoupprdssom0 isothem ebove. Below is a mo;kiexhauste.a lisorwe curepa-. Weachll expand on=hnt=weQhandle mo;kiisothem iAmfutur" posts.Cpe!0;n.ve bktweenoyour Mand azon RedMTon"at} rong> - As m coliced ebove,iyour Mand L to Amazon RedMhaveasl hly =iffe;otEooflumnoton"s. Cflumnoton"srshoul-wbkiyhosanachselyoto avoid dely.loss.atli> rli>Choosinw the r h primary key, zistribu(fun keyomnd sort keys} } rong> - your Mand L to Amazon RedMhavea=iffe;otEokeyoz""univaris. D""uninw the azon RedMkeysrcfrr"cdly can gent.ly affect ogrs){mance, boes wurinw ypesolideplic aod ogle-sis. rli>Updeparisoy.primary key oflumnoisoy.row} } rong> - Isoog updepa 0';ryrmo=ifiesothe primary key oflumnoisoy.oer"ainsrow,ithe ofesolideplic orocessr="og:dbkd ebove chll nodswork,.as it chll nodsidenAnfyothaorthe updepa linaeas to the stionrow (sincerwAo0];tiplicsbyothe primary key). Weam h zismussrhnt=weQhandle >his case as e eeperrpost. rli>T-sca structur" mo=ifireplics} } rong> - When oflumnsoare addgd, ="levetaorrmo=ifiedrinothe origiiel youql t-sca,rthe azon RedM0';ries need to ada rli>Logsoarrivinw ohor(typrdrP} } rong> - Keepinw the prdrPMisothe logsois nodstlweysMlesy aorl"Igeosmum-, bhoris critnael in frdrPMySQcfrr"cdly w to replitheMy-sca. 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