Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
1日100個以上のHadoopクラスターを使い捨てる方法 / How to throw awa...
Search
Sponsored
·
SiteGround - Reliable hosting with speed, security, and support you can count on.
→
Hiroyuki Nakazato / 中里 浩之
March 14, 2019
Technology
4.6k
0
Share
1日100個以上のHadoopクラスターを使い捨てる方法 / How to throw away 100 Hadoop clusters a day
Hiroyuki Nakazato / 中里 浩之
March 14, 2019
More Decks by Hiroyuki Nakazato / 中里 浩之
See All by Hiroyuki Nakazato / 中里 浩之
Data Engineering Study 21 - Microsoft Fabric
nakazax
0
930
Azure Databricks Learning Series #3 - Network Design
nakazax
1
1.6k
Azure Databricks Learning Series #2 - Databricks SQL
nakazax
0
720
Microsoft Build 2022 Recap Party!! Azure のデータ & 分析サービス 注目アップデート / microsoft-build-2022-recap-azure-data-and-analytics
nakazax
0
730
Microsoft Build 2022 - Azure のデータ & 分析サービス 最新アップデート / Microsoft Build 2022 Updates on Azure Data and Analytics Services
nakazax
1
980
Architecture patterns of Azure Cosmos DB & Azure Synapse Analytics
nakazax
1
610
CY2021 Updates for ADF & Synapse & Cosmos
nakazax
0
140
Ignite 2020 Update Azure Synapse Analytics
nakazax
0
1.2k
Ignite 2020 Update - Azure DB for MySQL and Postgres - Azure Arc - and more
nakazax
2
480
Other Decks in Technology
See All in Technology
20260528_生成AIを専属DSに_Howの次にすべきことを考える
doradora09
PRO
0
260
ITエンジニアを取り巻く環境とキャリアパス / A career path for Japanese IT engineers
takatama
4
1.8k
オンコールの負荷軽減のためのBits Assistant 活用方法 / How to Use Bits Assistant to Reduce the Workload on On-Call Staff
sms_tech
1
350
Dynamic Workersについて
yusukebe
2
480
イベントストーミングとKiroの仕様駆動開発で実現する要件の認識合わせプロセス
syobochim
7
970
Oracle AI Database@Azure:サービス概要のご紹介
oracle4engineer
PRO
6
1.8k
類似画像検索モデルの開発ノウハウ
lycorptech_jp
PRO
4
1k
海外カンファレンス「JavaOne」参加レポート ユーザー系IT企業における目的・成果/JavaOne Report Purpose and Results in the User IT Company
muit
0
110
大学生が本気でDatabricksを活用してDiscordサークルをデータ駆動させてみた
phantomjuju
1
290
美味しいスイスチーズを作ろう🧀🐭
taigamikami
1
190
Javaで学ぶSOLID原則
negima
1
240
Claude Codeですべての日常業務を爆速化しよう!
minorun365
PRO
16
16k
Featured
See All Featured
The Impact of AI in SEO - AI Overviews June 2024 Edition
aleyda
5
1.1k
HU Berlin: Industrial-Strength Natural Language Processing with spaCy and Prodigy
inesmontani
PRO
0
390
<Decoding/> the Language of Devs - We Love SEO 2024
nikkihalliwell
1
230
Conquering PDFs: document understanding beyond plain text
inesmontani
PRO
4
2.8k
Design and Strategy: How to Deal with People Who Don’t "Get" Design
morganepeng
133
19k
Avoiding the “Bad Training, Faster” Trap in the Age of AI
tmiket
0
160
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
soudai
PRO
199
74k
Efficient Content Optimization with Google Search Console & Apps Script
katarinadahlin
PRO
1
580
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
eileencodes
38
2.9k
Pawsitive SEO: Lessons from My Dog (and Many Mistakes) on Thriving as a Consultant in the Age of AI
davidcarrasco
0
150
Navigating the Design Leadership Dip - Product Design Week Design Leaders+ Conference 2024
apolaine
1
330
SEO in 2025: How to Prepare for the Future of Search
ipullrank
3
3.5k
Transcript
݄ ιϑτόϯΫגࣜձࣾதཬߒ೭ ݸҎ্ͷ )BEPPQΫϥελʔΛ ͍ࣺͯΔํ๏ )BEPPQ4QBSL$POGFSFODF+BQBO
ࣗݾհ தཬߒ೭ φΧβτώϩϢΩ ॴଐ ιϑτόϯΫגࣜձࣾ גࣜձࣾ"HPPQ ϙδγϣϯ όοΫΤϯυνʔϜϦʔμʔ
"845FDIOJDBM.FJTUFS
͜ΜͳهࣄΛॻ͍͍ͯ·͢ IUUQTRJJUBDPNOBLB[BYJUFNTFEEGBB
Ґஔใऩू ղੳ ਓͷྲྀΕ
.VTUͷϩάΛؒόον։࢝·Ͱʹ%8)ʹೖ 8BOU%8)ͷೖૣ͚Εૣ͍΄Ͳϕλʔ ػೳ໘ ඇػೳ໘ ϩάͷϘϦϡʔϜԯ݅5#Φʔμʔ ࠓޙϩάྔ͕૿͑ଓ͚ΔͨΊεέʔϥϏϦςΟ͕ඞཁ ίετޮٴͼ҆ఆੑ͕ߴ͍͜ͱ &5-ॲཧͷཁ݅
ϩάऩू γεςϜ 4 3FETIJGU ,JOFTJT +FOLJOTPO&$ %FWFMPQFST %BUB"OBMZTUT
&-# &$ ऩूɾੵ &5- ղੳ &$ &$ ':ΞʔΩςΫνϟʔ
ϩάऩू γεςϜ 4 3FETIJGU ,JOFTJT +FOLJOTPO&$ %FWFMPQFST %BUB"OBMZTUT
&-# &$ ऩूɾੵ &5- ղੳ &$ &$ ':ΞʔΩςΫνϟʔ εέʔϥϏϦςΟ ͳͲʹ՝
࣌ؒͷϩάΛೖྗɺ1ZUIPONVMUJQSPDFTTJOHͰ $16Λͬͯ%8)ʹϩʔυՄೳͳܗࣜʹม ͋Δͷରͷϩά͕एׯҟͳΔͨΊ ૿͑ଓ͚Δϩάʹରͯ͠ &$ͷεέʔϧΞοϓͰରԠ ࣌ͷ&5-ॲཧͷ࣮
DYMBSHF ϦϦʔε W$16(J#.FN ֹ݄ສԁ DYMBSHF Լ०ϦϦʔε W$16(J#.FN ֹ݄ສԁ
εέʔϧΞοϓ ಄ଧͪϦεΫ ίϯϐϡʔςΟϯά࠷దԽΠϯελϯελΠϓ
࣌&5-ॲཧ ࣌&5-ॲཧ ͋Δ࣌ؒͷॲཧ͕Ҿ͘ͱޙଓ͕٧·Δ
&$ 4 ࣌&5-ॲཧ &5-ॲཧΠϝʔδ
ϩάऩू γεςϜ 4 3FETIJGU ,JOFTJT +FOLJOTPO&$ %FWFMPQFST %BUB"OBMZTUT
&-# &$ ऩूɾੵ &5- ղੳ &$ &$ ':ΞʔΩςΫνϟʔ ՝ͷղܾʹணख
৽ΞʔΩςΫνϟʔߏ εέʔϧΞτϞσϧ 4QBSLPO&.3Λ࠾༻ ॲཧͷಠཱੑ ࣌ؒͷ&5-ॲཧΛ Ϋϥελʔ͕୲ ͍ࣺͯՄೳͳ &.3όονॲཧج൫
ϩάऩू γεςϜ 4 3FETIJGU +FOLJOTPO&$ %FWFMPQFST %BUB"OBMZTUT &5-
ղੳ ऩूɾੵ ʜ ʜ 4QBSLPO&.3 )JWFPO&.3 ʜ 4 -BNCEB ,JOFTJT &-# &$ ৽ΞʔΩςΫνϟʔ (MVF
৽ΞʔΩςΫνϟʔͷϙΠϯτ &.3ͷεςοϓػೳͷ׆༻ -BNCEBʹΑΔ&.3Ϋϥελʔͷ੍ޚ ϑϧϚωʔδυ)JWFϝλετΞͷ׆༻
ΞυϗοΫੳ༻&.3Ϋϥελʔͷఏڙ
&.3ͷεςοϓػೳͷ׆༻ 1 2 3 4 εςοϓҙͷॲཧΛॱ൪ʹ࣮ߦ͢ΔΈ શεςοϓྃޙʹΫϥελʔΛऴྃ͢Δͷ੍ޚ͕ ؆୯ʹߦ͑Δ
݅ذ܁Γฦ͕͠ͳ͍γϯϓϧͳόονॲཧϑϩʔ Ͱ͋ΕεςοϓػೳͰेΧόʔՄೳ
&5-ॲཧͷεςοϓ &.3 ຊ൪ࢿࡐ +BS 4IFMM ςετࢿࡐ 4IFMM +BS
ੜϩά 1BSRVFU &5-ॲཧ༻ͷࢿࡐΛ4͔Βμϯϩʔυ TEJTUDQͰॲཧରͷϩάΛू TQBSLTVCNJUͰσʔλՃͱ1BSRVFUมΛ࣮ࢪ 1 2 3
-BNCEBʹΑΔΫϥελʔ੍ޚ 1 2 3 4 &.3Ϋϥελʔىಈ༻ͷ-BNCEBؔΛ࣮ 1ZUIPOͰ3VO+PC'MPXΛίʔϧ 3VO+PC'MPXύϥϝʔλʔ͕ඇৗʹଟ͍
ઃఆϑΝΠϧϥΠϒϥϦ)0$0/Ͱཧ͠࠶ར༻ੑΛ্ 1MBZ'SBNFXPSLͳͲͰ༗໊ͳ-JHIUCFOE͕ࣾ։ൃ ϩάऩूγεςϜͳͲͰ1MBZ'SBNFXPSLΛ׆༻ͯ͠ ͓Γ)0$0/ʹ׳Ε͍ͯͨͷ͕࠾༻ཧ༝
&5-༻Ϋϥελʔىಈϑϩʔ 1 2 3 4 Name = hourly-etl
ReleaseLabel = emr-5.20.0 Steps = [ { spark-submit hourly-etl.jar ${YYYYMMDD}/${HH} } ... IPVSMZDPOG IPVSMZDPOG )0$0/ύʔε 3VO+PC'MPX࣮ߦ
&5-ॲཧͷϦΧόϦʔ ޭ ޭ ࣦഊ ͕ҟৗऴྃ 1 2 3
4 ϦΧόϦ༻ ىಈ༻ Ϋϥελʔͷঢ়ଶΛ ఆظతʹνΣοΫ ىಈ༻-BNCEBΛ ݺͼग़͠ ࣦഊͨ࣌ؒ͠ͷ ΫϥελʔΛىಈ
ϑϧϚωʔδυ)JWFϝλετΞ 1 2 3 4 "84(MVF%BUB$BUBMPH <&.3 ରԠ>
Ҏલ.Z42-PO3%4Λ)JWFϝλετΞͱͯ͠ར༻ 3%4͕410'ʹͳΒͳ͍Α͏ʹؾΛݣ͏ඞཁ͕͋ͬͨ ΫϥελʔΛେྔʹىಈ͢ΔͱଓͰ͖ͳ͍FUD (MVF%BUB$BUBMPHϑϧϚωʔδυ͔ͭಉ࣌ଓ੍ݶͳ͠
ΞυϗοΫੳ༻Ϋϥελʔ ΤϯδχΞΞφϦετ͕ ؆୯ʹ&.3ΫϥελʔΛىಈՄೳʹ 1 2 3 4
Ϋϥελʔͷམͱ͠Εࢭ 1 2 3 4 I I I
ࢹ༻ Ϋϥελʔͷ Քಇ࣌ؒΛνΣοΫ 4MBDL௨ BEIPDDMVTUFS
ίετͷ ຖ࣌ͷ&5-ॲཧҎલΑΓ҆Ձʹ εϙοτΠϯελϯεΛੵۃతʹ׆༻͍ͯ͠ΔͨΊ 4શମͷίετ૿Ճ ΞυϗοΫੳ͕ؾܰʹͰ͖ΔͨΊੳ݁Ռͷσʔλ͕ 4ʹੵ͍͍ͯͬͯ͠Δ ෆཁͳσʔλΛఆظతʹআ͢ΔΑ͏ͳΈ͕ඞཁ
ϩάऩू γεςϜ 4 3FETIJGU +FOLJOTPO&$ %FWFMPQFST %BUB"OBMZTUT &5-
ղੳ ऩूɾੵ ʜ ʜ 4QBSLPO&.3 )JWFPO&.3 ʜ 4 -BNCEB ,JOFTJT &-# &$ ࠶ܝ৽ΞʔΩςΫνϟʔ (MVF
THANK YOU! ANY QUESTIONS?