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Apache Zeppelin ਵ۽ ؘ੉ఠ ࠙ࢳೞӝ 2015-01-19 झࢎݽ (ೠҴ झ౵௼ ࢎਊ੗ ݽ੐) https://www.facebook.com/groups/sparkkoreauser/ ӣ࢚਋, VCNC(࠺౟ਦ), Zeppelin ழ޷ఠ kevin@between.us, kevinkim@apache.org powered by

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3ѐਘ ੹…

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Apache Zeppelin • ؘ੉ఠ ࠙ࢳо, ѐߊ੗ٜਸ ਤೠ ਢӝ߈ ֢౟࠘, दпച ో • Spark, SparkSQL੄ Ѿҗܳ ߄۽ ର౟۽ Ӓܾ ࣻ ੓਺ • 2014֙ 12ਘী Apache ࣗ೐౟ਝয ੤ױ੄ Incubating ೐۽ં౟о ؽ • Apache Tajo, Apache Flink ١ ׮নೠ ূ૓ਸ Ѿ೤ दب

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ӝઓ੄ Workflow ؘ੉ఠ ੷੢ ؘ੉ఠ ੿ઁ, ୊ܻ ਃড ؘ੉ఠ दпച Ҋә ࠙ࢳ • ׮নೠ ઁಿਸ ઑ೤ೞৈ ؘ੉ఠ ࠙ࢳਸ ೞחѪ੉ ੌ߈੸ • ݆਷ ূ૑פয݂੉ ೙ਃೣ • ׮ߑݶী ҃೷ ݆਷ ࠙ࢳоٜ ഑਷ ౱੄ ੹ਬޛ • ౵੉೐ۄੋ੉ ࠂ੟ೞӝী, Ҋ੢աӝ औҊ ਬ૑ࠁࣻ য۰਑

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࢜۽਍ Workflow ؘ੉ఠ ੷੢ ؘ੉ఠ ੿ઁ, ୊ܻ ਃড ؘ੉ఠ दпച Ҋә ࠙ࢳ ؘ੉ఠ ੿ઁ, ୊ܻ, ਃড ؘ੉ఠ दпച, Ҋә ࠙ࢳө૑ ੹ࠗ Sparkҗ Zeppelinਵ۽ ೧Ѿ

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Notebook • ࣗझ௏٘ ੘ࢿ, ࣻ੿, ੗ز੷੢, प೯ • Scala (Spark), Spark SQL, Markdown ١ ૑ਗ

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Notebook (2) • Paragraphٜ੄ प೯ ࢚కܳ ஶ౟܀ • Paragraphٜ੄ ݽন ߂ ਤ஖ ઑ੿, ઁݾ ಴द ١ ಞ૘ оמ

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Notebook (3) • ৈ۞ѐ੄ ֢౟࠘ਸ ࢤࢿ, ݾ۾ਵ۽ ҙܻ оמ • ࠙ࢳ ੘স ௏٘ ߂ Ѿҗޛਸ ബਯ੸ਵ۽ ҙܻ

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Visualization • Spark SQL ࣻ೯ Ѿҗܳ Table, Line Chart, Pie Chart ١ ׮নೠ ഋక۽ दпച • Spark੄ જ਷ ࢿמ ؋࠙ী ؀ࠗ࠙ ௏٘о ૊द प೯غ޲۽ interactive ೞѱ ؘ੉ ఠܳ ׮ܙ ࣻ ੓ѱ ؽ

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Visualization (2) • HTMLਸ ಴അ оמೞ޲۽, ప੉࠶ী ੉޷૑ܳ ಴दೞѢա, linkܳ ֍Ѣա ೞח ١੄ ز੘੉ оמ • SparkSQL੄ рಞೠ UDF(User Defined Function) ١۾ ӝמҗ Ѿ೤ೞݶ ಞܻೣ

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Dashboard • Default, Simple, Report ࠭ ݽ٘ܳ ઁҕೣ • ௏٘ܳ о۰઱ח Report ࠭ ݽ٘ܳ ഝਊೞݶ Dashboardܳ ࡅܰѱ ٜ݅ࣻ ੓਺ • ௏٘৬ ର౟ٜ੉ ೠҵؘ ੓ਵ޲۽ ࣚऔѱ ಕ੉૑ܳ ࢜۽ ٜ݅Ҋ, ਬ૑ ҙܻ оמ

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Dashboard (2) • ੗୓੸ਵ۽ Schedule ӝמ ղ੢ • ݒੌ ഑਷ ݒ दр সؘ੉౟ غח Dashboardա, Batch੘সਸ ҙܻೞӝ ਊ੉ೣ

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Live Demo

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Zeppelinਸ ୶ୌ೤פ׮ • рױೞѱ ؘ੉ఠ ࠙ࢳਸ द੘೧ࠁ۰ח ࢎۈ • Sparkਸ ୊਺ द੘ೞ۰ח ࢎۈ • Dashboardܳ ࡅܰѱ ٜ݅Ҋ र਷ ࢎۈ • ޹୏ೞѱ ੉۠੷۠ ؘ੉ఠܳ ࢓ಝࠁҊ ࠙ࢳೞח ੘স • য়೑ࣗझ ೐۽ં౟ী ଵৈ೧ࠁҊ र਷ ࢎۈ

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хࢎ೤פ׮