Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
NDC 2015 Cookie Run Log System
Search
Jung-gun Lim
May 20, 2015
Programming
14k
44
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
NDC 2015 Cookie Run Log System
NDC 2015에서 발표한 쿠키런 로그 시스템 슬라이드를 공유합니다.
Jung-gun Lim
May 20, 2015
Other Decks in Programming
See All in Programming
【高い買い物LT会】初任給で話題の国産フィジカルAIを買った話
akagami
PRO
0
160
モバイル交通系ICへのチャージ実例から考える、クロスプラットフォーム開発におけるiOS実機テスト設計とCI運用
yusuga
1
530
Snowflakeで業務アプリを作ろう。 Snowflakeのアプリ機能解説&実践ガイド
ayumu_yamaguchi
2
290
モジュールの視点からSwiftを読み解く #iosdc
s_shimotori
0
190
変化を抱擁するドキュメントの作り方 - ビジネスルール駆動開発がもたらす、コードとの新しい関係
ioki
2
220
AHC070解法紹介
eijirou
0
130
選挙速報を多くのユーザーへ 届ける Live Activities 設計
hamayokokuririn
0
150
What We Talk About When We Talk About XP
m_seki
2
670
一人だけ、Kiroが静止する日
hideg
0
120
AI Agent時代のリアーキテクチャ戦略と実践
hokaccha
9
4.9k
手動確認はもう限界 〜XCUITestでCustom URL Schemeの遷移を起動種別ごとに自動テストする〜 / Testing Custom URL Schemes with XCUITest
otouto
0
320
AWS DevOps Agentで インシデント対応をAIに任せたい
honmarkhunt
7
3.1k
Featured
See All Featured
How Software Deployment tools have changed in the past 20 years
geshan
1
34k
GraphQLとの向き合い方2022年版
quramy
50
15k
The Organizational Zoo: Understanding Human Behavior Agility Through Metaphoric Constructive Conversations (based on the works of Arthur Shelley, Ph.D)
kimpetersen
PRO
0
460
Leveraging Curiosity to Care for An Aging Population
cassininazir
1
500
Ruling the World: When Life Gets Gamed
codingconduct
0
340
Groundhog Day: Seeking Process in Gaming for Health
codingconduct
0
360
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.8k
GraphQLの誤解/rethinking-graphql
sonatard
75
12k
Building AI with AI
inesmontani
PRO
1
1.2k
Navigating the moral maze — ethical principles for Al-driven product design
skipperchong
2
560
SEO Brein meetup: CTRL+C is not how to scale international SEO
lindahogenes
2
2.9k
Marketing Yourself as an Engineer | Alaka | Gurzu
gurzu
0
310
Transcript
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ః۠۽Ӓदझమ ߄ࢁҊоդೠѐߊܳਤ೧ ؘ࠳दझఠૉ Ӕ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ߊࣗѐ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ѐਃ ѱ۽Ӓदझమਃࢿ ߊࣗѐ ః۠۽Ӓदझమ୍
ః۠۽Ӓदझమҳઑ ഝਊࢎ۹
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ Ӕ ߊࣗѐ ߊࣗѐ ؘ࠳दझఠૉ
_അ /$40'5 _ )BEPPQӝ߈..031( ۽Ӓदझమҳ୷߂ ࠙झܻ߁42-௪ܻ ূѐߊ߂ ѱࢲߡ ѐߊ߂
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ః۠ࢲ࠺झѐਃ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ః۠ য়ۄੋਸాೠӖ۽ߥࢲ࠺झ %"6ୌ݅ӝ۾ ୌ݅־۽٘ӝ۾ ֙߮ܳܲࣻݽ߄ੌѱ
ః۠ࢲ࠺झѐਃ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ః۠ ↟ੜೞחѱ ↟গীೠഛपೠࠁ࢚ ↟ೞҊݺഛೠҊё ↟ਬ৬न܉ҳ୷
ః۠ࢲ࠺झѐਃ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ః۠۽Ӓदझమ ↟ః۠҃੬۱ ↟୨5#࢚۽Ӓઁহࠗࠁҙ ↟ೠਬۨӝ۾ਸୡউীৌۈ ↟)BEPPQ۞झఠ۽ࡅܲӏݽ࠙ࢳоמ ↟ୡӝై࠺ਊઁ۽
ਘࣻभ݅ਗਬ࠺ਊ ః۠ࢲ࠺झѐਃ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ җѢ۽Ӓܳ৵ೞભ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ߨޖ җѢ۽Ӓܳ৵ೞભ ইమহযޛযղۄ
ഛೠറടಁ݄ࣗܳח
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ Ҋёޙ ইమহযযਃ ࠁ࢚೧ࣁਃ ޚبٮبঋҊࠁ࢚೧ݶ Ҋё݃࠺ػ
җѢ۽Ӓܳ৵ೞભ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ా҅߂ %"6 ."6 8"6 16 j
࢜۽ѐߊೠܳҗѢী೧ࢲࡳח ѐߊऔҊࡈۄ җѢ۽Ӓܳ৵ೞભ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ః۠۽Ӓदझమ୍
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ః۠ѱࢲߡ +BWB 4QSJOH.7$ 5PNDBU $PVDICBTF .Z42-
3FEJT ই݃ઓਢࢲ࠺झ ޖѨޖױࢲ࠺झܳೱ ః۠۽Ӓदझమ୍
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ޖѨࢲߡಁ ః۠۽Ӓदझమ୍ ࢲߡ Ѩ
ࢲߡ ࢲߡ ੌ߈ੋ҃ ࢲߡ ః۠҃ ࢲߡ ࢲߡ ࢲߡ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ࢲߡஹನքઑѤ • ݽٚࢲߡ۽ࣁझחਗঋਸٸલח – ࢚ޅೠदীલӝبೞ݅ –
ӟәࠁউಁоӝبೠ • ઁաݫੋఠքझ৬ಁܳоמೞѱ – ৵ջೞݶj ః۠۽Ӓदझమ୍
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ r߄ࢁs • ஶబஎѐߊೞוۄ߄ࢁ • ߊࢤೠޙઁחӒٸӒٸ೧ѾೞҊ •
ӝݫੋఠքझ୭ࣗച • ѐߊஹೊఠীࢲऔѱӔоמೞѱ ః۠۽Ӓदझమ୍
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ rоդೞs • ѱࢲߡ࠺ਊࠁ۽Ӓࢲߡ࠺ਊ࠺ऱݶҌۆ • ޖܻೠୡӝైܳೡࣻহ –
ѱࢿಁחইޖبݽܲ • ࢤпࠁ഻ঁ۴ೠਬ࠺۽ҳ୷ೡࣻ ః۠۽Ӓदझమ୍
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ః۠۽Ӓदझమѐਃ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ః۠۽Ӓ • ݒੌ_(#+40/ఫझഋध – ֙୨5#࢚ •
࠺ഋझః݃ • ৵߄ցܻನݘউॳաਃ ª߄ࡅਃ – ۽Ӓܳ୶оೡٸ݃दझమਸসؘೞӝफযਃ ః۠۽Ӓदझమѐਃ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ః۠۽Ӓदझమҳࢿ Tomcat Kafka ࣻ ѐߊ ܻ
ࢲ࠺झ ઁ Amazon S3 (Daily Log) Real Time Log Server LevelDB Log Broker CS Server Amazon EMR (Hadoop) CS ѐߊ1$ ః۠۽Ӓदझమѐਃ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ۽Ӓࣻ"QBDIF,BGLB
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ۽Ӓࣻ • "QBDIF,BGLBࢎਊ • ࠙ݫࣁदझమ –
1VCMJTI4VCTDSJCF • ੌ߹ష աൗ Kafka ۽Ӓࣻ"QBDIF,BGLB Tomcat
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ,BGLB • ݫࣁܳࠂઁೞৈ – ֢٘গীъೣ –
ࢲߡসؘ߂࢚ࠗदоמ • ױࣽೠࣗҳઑ Ҋੜউդ • ੍֫ӝॳӝ ۽Ӓࣻ"QBDIF,BGLB
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ -PHTUBTIª,BGLB • ஹನքܳݥ୶ݶয٥оޙઁоੌযդ – ۽ࣁझоલਸٸ۽Ӓਬपߊࢤ •
3FEJTܳղ۷ৢܻݶੌաਃ – 3FEJTীӟәѨझாેѦܻݶਕࢪٸޅ֥ইਃ • -PHTUBTIח1VTIߑध ,BGLBח1VMMߑध – ۽Ӓ੍ܳח۽ࣁझܳղ۷ৢܾࣻ ۽Ӓࣻ"QBDIF,BGLB
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ,BGLBࢎਊ • ݫࣁࠂೖೡࣻহ – 5XP(FOFSBMTs1SPCMFN –
ӝ۾ࢿҕਸޅ߉ਵݶࠂߊࢤ • ࠂઁѢחഛೠా҅ܳਤ೧ࣻ ۽Ӓࣻ"QBDIF,BGLB
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ۽Ӓߔস"NB[PO4
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ۽Ӓߔস • ӝపੑߔস • /"4
• .Z42- ੌ߹ߔস • )BEPPQ۞झఠ • )#BTF$BTTBOESB۞झఠ ۽Ӓߔস"NB[PO4
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ۽Ӓߔস • ӝపੑߔস ª߄ࡅਃ • /"4
ªоդ೧ਃ • .Z42- ੌ߹ߔস ª߄ࡅਃ • )BEPPQ۞झఠ ªоդ೧ਃ • )#BTF$BTTBOESB۞झఠ ª߄ࢁҊоդ೧ਃ ۽Ӓߔস"NB[PO4
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ Kafka ই݃ઓ4 • ޖೠਊ • Ҋоਊࢿ
• ؘఠܳয֍ਸٸ ਊ࠺ਊহ • ۴ೠਬ࠺ – $16࠺ਊਸղঋ Amazon S3 (Daily Log) ۽Ӓߔস"NB[PO4
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ই݃ઓ4ഝਊ • ੌदझమۄࠗܰӝূਗغחӝמݻহ – ੌೠߣٜ݅যݶࣻউػ •
ੌ੍ࠗ࠙ӝܳਗೣ – ࠶۟୷߂ੋؙयоמ • ࡅܲઑഥ৬ߓ࠙ࢳоמೠನݘਵ۽ࠁҙ ۽Ӓߔস"NB[PO4
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ੌ߹ߔস • ,BGLB۽ࠗఠযઁ۽Ӓషਸؒ߉ח • যઁ۽Ӓܳ۳ೠ –
ః<"DUJPO .FNCFS*E 5JNFTUBNQ )BTI> – ਗೞחؘఠܳݽৈѱೠ – ࡅܰѱࠂઁѢೡࣻ – ୷ੜػ ۽Ӓߔস"NB[PO4
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ࠶۟୷ • 4OBQQZ'SBNFE'PSNBUࢎਊ • .#ਗࠄ࠶۟ױਤ۽୷ –
୷റ࠶۟ӝ.#݅۽যٚ – ౠੌղۨӝ۾ਸৌۈೞחؘী.#੍݅ਵݶػ • ୷࠶۟ਸযࠢݶೞաѢೠ୷ੌ – 4ীࢲ۽٘߉ইഝਊೞӝಞೞ ۽Ӓߔস"NB[PO4
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ੌ߹ߔসੌҳઑ T[ buy, id:10127, 10:12 am
buy, id:10127, 10:34 am … buy, id:91729, 10:12 am login, id:10013, 01:13 am … … play, id:10013, 10:14 am play, id:10013, 10:23 am … JOEFYKTPO CVZ JE BN CVZ JE BN j QMBZ JE BN ୡ ੌ߹ߔস ۽Ӓߔস"NB[PO4
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ࢠ݂ • ۽Ӓ۳दী.FNCFSJEܳࣽਵ۽ٍ • ª ª
• rs rsਵ۽աחNFNCFSJE۽Ӓоݽੋ • ࢠ݂ػ۽Ӓܳࡅܰѱ࠙ࢳ – ѐߊ1$ীࢲࡅؘܲఠযܻா࣌ѐߊ߂పझ ۽Ӓߔস"NB[PO4
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ Ѿҗ • ౠਬೞܖۨ۽Ӓઑഥୡ – যઁ۽Ӓٚ֙۽Ӓٚэࣘب۽ •
ౠਬੌ֙ۨ۽Ӓઑഥୡ – "NB[PO&$DYMBSHF যӝળ ۽Ӓߔস"NB[PO4
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ Ѿҗ • ࢠؘ݂ఠੌੌ – ۽ஸীࢲୡ݅ী࠙ࢳ •
ੌ֙ۨ۽Ӓ – ই݃ઓ&.3۞झఠীࢲ࠙উী࠙ࢳ • ઑഥ ࠙ࢳݽفझாੌইਓоמ – ࢲߡܳטܾࣻ۾ࢿמࡈۄ ۽Ӓߔস"NB[PO4
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ࠺ਊ • ୡӝై࠺ਊহ • ֙ਊ5#ղ৻ •
ਘਬ࠺݅ – ࢎޖपӝࣁࠁऱ • җѢ۽Ӓܳ(MBDJFSীӝחѪਵ۽࠺ਊхоמ ۽Ӓߔস"NB[PO4
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ पदр۽Ӓदझమ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ पदр۽Ӓઑഥ • $4ܳਤ೧ࢲחয়ט۽Ӓبઑഥ೧ঠೠ • যڃदझమਸॶѪੋо
– ୡ੍ӝॳӝے࣌ࣻоѪ – ߧਤ௪ܻܳਗೡѪ • ਤઑѤਸ݅ೞחदझమӒ݆ঋ पदр۽Ӓदझమ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ Kafka -FWFM%# • ,FZ7BMVFझషܻ • ҊॳחҳӖઁಿ
– ҳӖ܁ীࢎਊ • ߧਤ௪ܻਗ • ୡ݅Ѥॳӝоמ Real Time Log Server LevelDB पदр۽Ӓदझమ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ पदр۽Ӓࢲߡ • -FWFM%#ূ֎ਕ"1*оহ • 3&45"1*ࢲߡܳ(P۽ࢿ –
֫زदࢿ – ݣ౭যܳഝਊೠಞೠझாੌ • ੌ߹-FWFM%# – ੌ߹షী – ࠂઁѢ पदр۽Ӓदझమ Real Time Log Server Real Time Log Server LevelDB
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ۽Ӓ࠳۽ழ • (P۽ࢿ • җѢ۽Ӓח4 •
୭Ӕ۽Ӓחपदр۽Ӓࢲߡ • زੌೠੋఠಕझ۽֙۽Ӓ৬ ୡ۽ӒܳݽفӔоמ Real Time Log Server LevelDB पदр۽Ӓदझమ Log Broker Amazon S3 (Daily Log)
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ۽Ӓഝਊ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ࢎ۹ۨ܀ߔ • ౠఃীؘఠয়ܨߊѼ – ࠺࢚ਵ۽֫ࣻߊࢤ –
࠺࢚ۨ۽ੋधغযೞחਬߊࢤ • ః۠ӝ۾҃੬ѱ ҕೣਃೞ ۽Ӓഝਊ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ۨ܀ߔ • য়טۨѨ࢝ਵ۽ೱ߉ਬഛੋ • ࣻߔݺೱ߉ਬٜীೞৈ –
ݽٚۨӝ۾ਸоઉ৬ࢲ – ޙઁחۨܳఠ݂ೞҊ – ޙઁহחۨ୭Ҋࣻ۽јन • ਬୡݶоמªࣁदр݅ী೧Ѿ ۽Ӓഝਊ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ $4݃܄ਢࢲ࠺झ • ೠੋఠಕझ۽۽Ӓܳࠁৈળ – ܻझఎੑ –
ইమੑ – ۨӝ۾ • ഛೠറ࢚ടਸ౸߹ೞҊ$4оמ – ೲਤ$4ߑ ۽Ӓഝਊ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ؘੌܻۨನಃா • 4DBMEJOHӝ߈۽Ӓ࠙ࢳۨਕ – ೣࣻഋযޙߨਸࢎਊೠрѾೠ٘ –
ࢠ݂ਸഝਊೠࡅܲ۽ஸపझ • ݒੌইஜ݃যઁܳݫੌ۽࣠ ۽Ӓഝਊ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ 4DBMEJOHਸഝਊೠ࠙ࢳ class ActiveUserCount(args : Args) extends
Job(args) { CookierunLog("member/connect", args("sampling"), args("timeStart"), args("timeEnd"), Tuple1("memberSeq")) .groupBy(‘memberSeq){ _.take(1) } .groupAll{ _.size } .write(Csv(args("output"))) } ۽Ӓഝਊ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ؘੌܻۨನಃா • "NB[PO&.3ਤীࢲоز – ই݃ઓਃীٮۄزਵ۽ڸਕח)BEPPQ۞झఠ •
4QPU*OTUBODFࢎਊ – যࢲߡ DYMBSHF ೠदр࠽ܻח࠺ਊ݅ – ӔҮా࠺ࣻળ ۽Ӓഝਊ
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ ଵҊܐ • ഘࢿ ః۠֙ࢲߡѐߊ࠙ైӝ /%$ •
࢚Ҍ 1ZUIPOਵ۽ః۠ೞӝ 1ZDPO,PSFB • ӣ оߺҊਬোೞѱؘఠ࠙ࢳೞӝ ,($ • ହઁ "84ഝਊೞৈ%BJMZ3FQPSUٜ݅ӝ "84(MPCBM 4VNNJU4FPVM
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ 8FBSFIJSJOH ೣԋݧदझమਸٜ݅যࠊਃ DBSFFS!EFWTJTUFSTDPN
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ 2"
ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧ хࢎפ ః۠ ۽Ӓ दझమ ߄ࢁҊоդೠѐߊܳਤ೧