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Riak 2.0ʹ͓͚Δશจݕࡧ ͱ߹ੑͷ WebDB Forum 2014 Basho Japan ্ 2014/11/19
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ࣗݾհ • ࢄγεςϜྺ6 • Bashoδϟύϯͷํ͔Βདྷ·ͨ͠ • Riak CSͷ։ൃ • ͦͷଞຊͷ͜ͱ
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BashoͱRiak •ࢄσʔλϕʔεʁ •RiakΛ͍ͬͯΔʁ •BashoΛ͍ͬͯΔʁ
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We are hiring •࣮ੈքͷࢄγεςϜͷ ʹڵຯ͋Δਓʂ •@BashoJapan •
[email protected]
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•APࢦͷσʔλϕʔεʢ݁Ռ߹ੑʣ •҆ఆੑɺ༧ଌՄೳੑ •ʮσʔλΛઈରʹͳ͘͞ͳ͍ʯ •৽͍͠ݕࡧΤϯδϯͱͯ͠SolrΛόϯυϧ
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͜Μͳͱ͜ΖͰ ಈ͍͍ͯ·͢Riak •Rovio (Angry Birds) •Yahoo!JAPAN ͷΫϥυετϨʔδ •NHS (ΠΪϦε ࠃຽอݥαʔϏε) •League of Legends (MMORPG) •ۜߦɺήʔϜɺখചɺηϯαʔɺetc…
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CAPఆཧͱཧͷDB •ͲΜͳނোʹରͯ͠ (partition tolerance) •σʔλৗʹ߹͓ͯ͠Γ (consistency) •γεςϜ͕ࢭ·Δ͜ͱͳ͍ (availability) ͜ͷ3ͭΛಉ࣌ʹຬͨ͢γεςϜଘࡏ͠ͳ͍
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CAP Theorem • C: ෳͷAtomic Objectʹର͢Δ࿈ ଓͨ͠ૢ࡞ (w1, w3, w4, ….) ͕શ ͯಉҰͰ͋Δ͜ͱ (linearizable) • A: Atomic Objectʹૢ࡞ w1, w2, …Λ࣮ߦͰ͖Δ͜ͱ • P: ωοτϫʔΫ͕ΕΔͱAtomic Objectͷϝοηʔδ͕౸ୡ͠ͳ͍
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Is the network reliable?
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How Riak Works (mostly about search)
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run Riak with Search $ which java $ sudo apt-get install riak $ echo “search = on” >> /etc/riak/riak.conf $ riak start $ riak-admin bucket-type create tt $ riak-admin bucket-type activate tt $ curl -XPUT http://localhost:8098/search/index/t $ curl -XPUT -H ‘content-type: application/json’ \ http://localhost:8098/types/tt/props \ -d ‘{“props”:{“search_index”:”t”}}’
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Consistent Hashing • 160-bit Ωʔۭؒ • ۭؒΛ͢Δ • ύʔςΟγϣϯϊʔ υ͕ݸผཧ • ϨϓϦΧNݸͷύʔ ςΟγϣϯʹίϐʔ͞ ΕΔ OPEF OPEF OPEF OPEF hash(“meetups/spamham”) N=3
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σʔλϕʔεͷݕࡧ • DBࠐܕ • groongaͳͲ • “LIKE” • Pros • ߹ੑΛҡ͍࣋͢͠ • Cons • ີ݁߹ʹͳΔ • ֎෦࿈ܞܕ • Solr • Elasticsearch • Pros • ૄ݁߹ʹͰ͖Δ • Cons • ߹ੑΛҡ࣋͠ʹ͍͘
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DBͱΠϯσοΫεͷ߹ੑ • DBͷσʔλຊମͱɺΠϯσοΫεΛ࣌ʹ҆શʹߋ ৽͢ΔͨΊʹτϥϯβΫγϣϯ͕ඞཁ • ີ݁߹ͷγεςϜͰ͋ΕϩοΫͳͲΛͬͯ߹ੑ Λอো͍͢͠
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ૄ݁߹ʹ͢ΔϝϦοτ • ಉ͡ݕࡧΤϯδϯͰ͍ΖΜͳDBʹରԠͰ͖Δ • ӡ༻ϊϋπʔϧɺ։ൃΛूதͰ͖Δ • όʔδϣϯ߹ͷ੍͕؇͞ΕΔ • ยํ͕ނো͍ͯͯ͠͏ยํಈ࡞Ͱ͖Δ • ֦ு͘͢͠ͳΔ
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྆ํͱ ͍͍ͱ͜ͲΓ͍ͨ͠
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Yokozuna
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as Riak Search 2.0 = + σʔλͷӬଓԽ Ϋϥελͷཧ γϯϓϧͳૢ࡞ RVFSZ JOEFYJOH
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Riak Search 2.0 • RiakʹSolrΛόϯυϧ • RiakͷKVΛߋ৽͢Δͱσʔλ͕ࣗಈతʹΠϯσο ΫεԽ͞ΕΔ • SolrͷϓϥάΠϯεΩʔϚɺΫΤϦΛͦͷ·· ͏͜ͱ͕Ͱ͖Δ • ԽɺϊʔυՃআRiakͷ୲
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ૄ݁߹ʁີ݁߹ʁ • ύοέʔδಉࠝ • ϓϩηεͱͯ͠ૄ݁߹ • ΠϯσοΫεͱσʔλؒ݁Ռ߹ੑΛอো • ΠϯσοΫεͷԽ݁Ռ߹ੑΛอো
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Solrͱૄ݁߹ • Riak ϓϩηε͕ Solr ͷϓϩηεΛ fork ͢Δ • ཧɺࢹશͯRiak͕ߦ͏ • ผϓϩηεɺϝϞϦۭؒผ
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ΠϯσοΫεԽͷྲྀΕ • Riakͷߋ৽ͱҰ৺ಉମʢdocument-based indexingʣ • ΠϯσοΫεԽʹࣦഊ͢ΔͱPUT͕ࣦഊ
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ݕࡧΫΤϦͷॲཧ • Riakͷ2iMapReduceͱಉछͷΫΤϦ͕Δ • 3͓͖ͭͷ vnode ʹΞΫηε͢ΔͷͰɺॏෳͳ͍ ू
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߹ੑͷ ͱҟৗܥ ߹ੑҡ࣋ͷͨΊʹߋ৽ϩάΛอ࣋ͯ͠ ϦΧόϦ͢Δͱ͍͏ํ๏ͰɺՄ༻ੑͱ அੑΛ୲อͰ͖ͳ͍ɻRiakͰଞͷ ํ๏Ͱσʔλͷ߹ੑΛҡ࣋͢Δɻ
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Α͋͘Δҟৗܥ #1 •ϊʔυނোͰෳΛ3ͭ࡞Εͳ͍ •෮چͯ͠ɺ2ͭͷ··ʹͳͬͯ͠·͏
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Α͋͘Δҟৗܥ #1 • ෮چͨ͋͠ͱʹRead Repair͢Δ • GETͨ͠ͱ͖ʹɺσʔλʹ͕ܽؕ͋ͬͨΒ RiakଆͰPUT͢͠ v2 v2 not found v2
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Read Repair͕ ݺΕͳ͍ͱ σʔλ͕Βͳ͍ʁ YES
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ΫϥΠΞϯτ͔Β GET͕ݺΕͳ͍ͱ σʔλ͕Βͳ͍ʁ NO
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AAE (Active Anti Entropy) https://www.flickr.com/photos/51pct/7507525118/
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Active Anti Entropy • APࢦͷDBͷσʔλྼԽΛ͙ ͨΊͷόοΫάϥϯυॲཧ • Merkle-TreeΛͬͯύʔςΟγϣ ϯຖͷʮνΣοΫαϜʯΛܭࢉ • ࠩΛݟ͚ͭͨΒͦ͜ΛRead Repair͢Δ hash(vnode=0, pid=0) hash(vnode=1, pid=0) hash(vnode=2, pid=0)
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Α͋͘Δҟৗܥ #2 • Solr͕ΠϯσοΫεԽ͢Δલʹམͪͨ • Key, Valueอଘ͞Ε͕ͨΠϯσοΫεͳ͍
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Read Repair͕ ݺΕΕΠϯσο Ϋε͕म෮͞ΕΔʁ NO
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AAE (Active Anti Entropy) https://www.flickr.com/photos/51pct/7507525118/
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YZ Active Anti Entropy • ݕࡧΠϯσοΫεʹ͍ͭͯ Merkle TreeΛ࡞ • ύʔςΟγϣϯຖʹKey-Valueͷ Treeͱൺֱ͠ɺ͕ࠩ͋ΕΠϯ σοΫεΛमਖ਼ hash(vnode=0, pid=0, kv) hash(vnode=0, pid=0, yz)
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Α͋͘Δҟৗܥ #2 •Searchઐ༻AAE͕ಈ࡞͍ͯ͠Δ •ΠϯσοΫεͱσʔλͷෆ߹Λݟ͚ͭͯ म෮͢Δ AAE
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Α͋͘Δҟৗܥ #3 • ωοτϫʔΫ͕Ε͍ͯͨͱ͖ʹ྆ଆͰߋ৽͕ى ͖ͨʢSplit Brainʣ • Hinted HandoffʹΑΓͲͪΒॻ͖ࠐΈޭ
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Α͋͘Δҟৗܥ #3 • ෮چ࣌ʹHandoffͰฦ͞Εɺ྆ํͷΛอ࣋ • GET·ͨAAEʹΑͬͯRead Repair͞ΕΔ
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ҟৗܥ #1, #2, #3 •Ͳͷҟৗɺಛʹۓٸͷରॲඞཁͳ͍ •߹ੑݕࠪͱम෮͕ࣗಈͰߦΘΕΔ •ϧʔνϯϫʔΫͷӡ༻࡞ۀ͕΄ͱΜͲͳ͍
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·ͱΊ • σʔλϕʔεͱશจݕࡧͷ • ߹ੑΛͱΔ͔ɺૄ݁߹ΛͱΔ͔ͷ • ৽͍͠Riak Search 2.0 • ਫฏࢄͯ͠εέʔϧΞτͰ͖Δݕࡧ • ݁Ռ߹ੑΛબͿ͜ͱʹΑΓૄ݁߹ԽͱࢄԽ ʹޭʢ͔͠APܕʹʂʣ • ݁Ռ߹ੑΛબͨ͠ઃܭʹΑΓӡ༻͕؆୯ʹ
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Questions?
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FAQ •ΦϯϥΠϯͷεΩʔϚมߋʁ •μΠφϛοΫεΩʔϚʁ
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outline • σʔλϕʔεʹೖ͍ͬͯΔσʔλΛશจݕࡧ͍ͨ͠→ࢁͷΠϯσοΫε͕Ͱ͖ΔɺFKeyͰ ΠϯσοΫε…ͱ͍͏͚ͩͰ • શจݕࡧΤϯδϯͷछྨ • ֎෦ܕʢ߹ੑΛҡ࣋͠ʹ͍͕͘Ԡ༻͕ޮ͘ɺރΕͨιϑτΣΞϓϥάΠϯ͕ଟ͍ʣ • ΈࠐΈܕʢ߹ੑΛҡ͍͕࣋͢͠ɺϝϯςφϯε͕͍͠ʣ • Riakͦͷதؒɹόϯυϧͯ͠ΔͷͰָɺ͚ͩͲ࣮ମSolrɺ߹ੑΛࣗಈతʹҡ࣋͢Δ • όϯυϧͷํ๏ɺ߹ੑɺࢄͷํ๏ • ݕࡧΠϯσοΫε͚ͩΛࢄͤ͞Δͷ͍͠ • DBͱΠϯσοΫεͷ߹ɺϨϓϦΧͱϨϓϦΧͷ߹ɺJepsenͷͳ͠