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
GCP サーバーレスサービス× 少数チームによる事業立ち上げ / gcp_serverless_startup_business
Search
mokuo
September 24, 2019
Programming
3
5k
GCP サーバーレスサービス× 少数チームによる事業立ち上げ / gcp_serverless_startup_business
GCP サーバーレス サービスについて / アーキテクチャ / メリット / ハマりどころ / 今後の課題
mokuo
September 24, 2019
Tweet
Share
More Decks by mokuo
See All by mokuo
文系大学生がプログラマーを志してから現在までをふりかえり、エンジニアの キャリアについて考える / review-and-engineer-career
mokuo
0
1k
新規事業開発を支える技術 / Technology for new business
mokuo
1
6.3k
Eight メンション機能の フロントエンド実装 / Eight Mention Frontend
mokuo
5
6.4k
e2e_prototype_capybara.pdf
mokuo
0
150
Other Decks in Programming
See All in Programming
CSC307 Lecture 05
javiergs
PRO
0
210
Introduction of Happy Eyeballs Version 2 (RFC8305) to the Socket library
coe401_
1
220
TiDB Serverless ~理想のServerless DBを考える~
soso_15315
1
160
AWS CDKにおける「再利用性」を考える / aws-cdk-reusability
gotok365
6
1.3k
初心者がおさえておきたいAWS CDKのベストプラクティス 2024
konokenj
15
7.3k
Findy - エンジニア向け会社紹介 / Findy Letter for Engineers
findyinc
2
81k
Webエディタライブラリ 「CodeMirror」から学ぶ Webアプリ開発のテクニック
ryosukeigarashi
0
250
Rust.Nagoya #1
codemountains
0
170
Polarsの成長: v0.14からv1.0までの変遷と今後の展望
zerebom
1
350
20240706_CDKConf
takuyay0ne
0
1.2k
DynamoDB コスト最適化っぽいことの基本 with Terraform
kuro_kurorrr
2
250
CSC307 Lecture 11
javiergs
PRO
0
240
Featured
See All Featured
Fontdeck: Realign not Redesign
paulrobertlloyd
79
5.1k
Making Projects Easy
brettharned
111
5.7k
KATA
mclloyd
20
13k
Six Lessons from altMBA
skipperchong
24
3.2k
Building Adaptive Systems
keathley
34
2k
Unsuck your backbone
ammeep
666
57k
How to Ace a Technical Interview
jacobian
274
23k
What's new in Ruby 2.0
geeforr
338
31k
ピンチをチャンスに:未来をつくるプロダクトロードマップ #pmconf2020
aki_iinuma
90
47k
Designing Dashboards & Data Visualisations in Web Apps
destraynor
226
52k
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
26
1.6k
Designing for humans not robots
tammielis
247
25k
Transcript
($1αʔόʔϨεαʔϏεʷগνʔϜ ʹΑΔࣄۀ্ཱͪ͛ 4FSWFSMFTTٕज़ษڧձʙϑϧϚωʔδυαʔϏε׆༻ࣄྫʙ %40$%FWFMPQNFOU(SPVQΤϯδχΞా༔Ұ 4BOTBOגࣜձࣾ
Agenda - ࣗݾհ - Sansan αʔϏεհ - ߴਫ਼ͳσʔλԽΛࢧ͑Δϊϋ - GCP
αʔόʔϨε αʔϏεͷ׆༻ࣄྫ ʙ৽ͨͳσʔλԽαʔϏεͷݕূʙ 2
ࣗݾհ - ా ༔Ұ - Sansanגࣜձࣾ DSOC Development Group ΤϯδχΞ
- αʔόʔαΠυΛத৺ʹϑϩϯτΤϯυɾ Πϯϑϥʹڵຯ͕͋Γ·͢ - Sansan Tech Podcast ͬͯ·͢ʂ 3
Agenda - ࣗݾհ - Sansan αʔϏεհ - ߴਫ਼ͳσʔλԽΛࢧ͑Δϊϋ - GCP
αʔόʔϨε αʔϏεͷ׆༻ࣄྫ ʙ৽ͨͳσʔλԽαʔϏεͷݕূʙ 4
๏ਓ͚Ϋϥυ໊ཧαʔϏε ݸਓ໊͚ΞϓϦ
6
Agenda - ࣗݾհ - Sansan αʔϏεհ - ߴਫ਼ͳσʔλԽΛࢧ͑Δϊϋ - GCP
αʔόʔϨε αʔϏεͷ׆༻ࣄྫ ʙ৽ͨͳσʔλԽαʔϏεͷݕূʙ 7
ߴਫ਼ͳσʔλԽΛࢧ͑Δϊϋ ػցͷྗͱਓͷྗΛΈ߹ΘͤΔ 8
ϛεςΠΫσΟςΫλʔ 9 ޡΓͷΛֶशͯ͠ϛεͷ ՄೳੑΛ༧ଌ ͜ΕʹΑΓɺΦϖϨʔλʔޮతʹ ࠷ऴνΣοΫΛߦ͏͜ͱ͕ՄೳʹͳΓ·͢ɻ
ݴޠॲཧఆ 10 ໊ը૾͔ΒݴޠΛఆ • ̐ݴޠʢӳதؖʣʹରԠ • σʔλԽϑϩʔͷޮԽ • ΦϖϨʔλͷৼΓ͚ͷࣗಈԽ •
ਫ਼ 98 %
߲ηάϝϯςʔγϣϯ 11 จࣈΛಡΈऔΒͣʹɺ໊ͷ σβΠϯ͔Β߲Λݟ͚Δ • ߲ผͷ݁ՌΛֶश • ୯ମϞσϧͰ߲ۣܗɺ໊߲ͷਪఆ • ਫ਼
98 %
ΦϖϨʔλʔʹΑΔೖྗ - Ұͭͷ߲ʹର͢ΔɺෳͷΦϖϨʔλʹΑΔଟॏೖྗ - ೖྗ༰ʹର͢ΔࢹνΣοΫ - ೖྗϧʔϧτϨʔχϯάͷ࡞ 12
৽ͨͳσʔλԽαʔϏεͷݕূ ຊɺߴਫ਼ͳσʔλԽϊϋΛ׆༻ͨ͠ ʮٻॻͷσʔλԽʯʹؔ͢ΔऔΓΈΛ͝հ ※ ਖ਼ࣜͳ৽αʔϏεͷൃදͰ͍͟͝·ͤΜ 13
Agenda - ࣗݾհ - Sansan αʔϏεհ - ߴਫ਼ͳσʔλԽΛࢧ͑Δϊϋ - GCP
αʔόʔϨε αʔϏεͷ׆༻ࣄྫ ʙ৽ͨͳσʔλԽαʔϏεͷݕূʙ 14
GCP αʔόʔϨε αʔϏε׆༻ࣄྫ ʙ৽ͨͳσʔλԽαʔϏεͷݕূʙ
GCP αʔόʔϨε αʔϏεͷ׆༻ࣄྫ ʙ৽ͨͳσʔλԽαʔϏεͷݕূʙ - GCP αʔόʔϨε αʔϏεʹ͍ͭͯ - ΞʔΩςΫνϟ
- ϝϦοτ - ϋϚΓͲ͜Ζ - ࠓޙͷ՝ - ·ͱΊ 16
GCP αʔόʔϨε αʔϏεͷ׆༻ࣄྫ ʙ৽ͨͳσʔλԽαʔϏεͷݕূʙ - GCP αʔόʔϨε αʔϏεʹ͍ͭͯ - ΞʔΩςΫνϟ
- ϝϦοτ - ϋϚΓͲ͜Ζ - ࠓޙͷ՝ - ·ͱΊ 17
GCP αʔόʔϨε αʔϏεʹ͍ͭͯ - Google App Engine - Cloud Firestore
- Cloud Tasks - Stackdriver - Cloud Storage - Cloud Functions 18
GCP αʔόʔϨε αʔϏεʹ͍ͭͯ - Google App Engine - Cloud Firestore
- Cloud Tasks - Stackdriver - Cloud Storage => AWS S3 - Cloud Functions => AWS Labmda 19
Google App Engine PaaSʢPlatform as a Serviceʣ - εέʔϧΞτɾσϓϩΠ͕ߴ -
Πϯελϯε͕θϩ·ͰεέʔϧΠϯ - αϙʔτϥϯλΠϜ - Java, Python, Go, PHP, Node.js, Rubyʢbetaʣ 20
Cloud Firestore αʔόʔϨεͳυΩϡϝϯτࢦ NoSQL σʔλϕʔε - ΞϓϦέʔγϣϯͷෛՙʹԠͯࣗ͡ಈతʹਫฏεέʔϦϯά - ڧ߹ੑ -
ߴ͍Մ༻ੑ - ϚϧνϦʔδϣϯͰ 99.999% Ҏ্ - ϦʔδϣϯͰ 99.99% Ҏ্ 21
Cloud Firestore ͷ֊σʔλ ྫʣͦΕͧΕͷνϟοτϧʔϜʹෳͷϝοηʔδ͕͋Δ - rooms - room-A - messages
- message-1 - message-2 - … - room-B - … 22 name: “։ൃϧʔϜ” from: “ଠ”, msg: “͜Μʹͪʂ” from: “࣍”, msg: “Hello!”
Cloud Firestore ͷ֊σʔλ ྫʣͦΕͧΕͷνϟοτϧʔϜʹෳͷϝοηʔδ͕͋Δ - rooms - room-A - messages
- message-1 - message-2 - … - room-B - … 23 name: “։ൃϧʔϜ” from: “ଠ”, msg: “͜Μʹͪʂ” from: “࣍”, msg: “Hello!” ← ʢϧʔτʣίϨΫγϣϯ ← υΩϡϝϯτ ← rooms ͷαϒίϨΫγϣϯ ← υΩϡϝϯτ
Cloud Firestore ͷσʔλܕ - Map - JavaScript ͷΦϒδΣΫτɺRuby ͷϋογϡɺPython ͷࣙॻܕͷΑ͏ͳΛೖΕΒ
ΕΔ - Array - Boolean - Date and time - String - … ࢀߟ: https://firebase.google.com/docs/firestore/manage-data/data-types 24
Cloud Tasks ϑϧϚωʔδυͳλεΫΩϡʔαʔϏε - ॲཧΛඇಉظͰ࣮ߦͰ͖Δ - HTTP Target λεΫʢbetaʣ -
App Engine λεΫ - ಉ࣌λεΫͷ࠷େϨʔτ࠷େΛઃఆͰ͖Δ 25
Stackdriver ΞϓϦέʔγϣϯɺΠϯϑϥετϥΫνϟͷϞχλϦϯάͱཧ - ϩΪϯά => Stackdriver Logging - Τϥʔ௨ =>
Stackdriver Error Reporting - ϞχλϦϯά => Stackdriver Monitoring 26
GCP αʔόʔϨε αʔϏεͷ׆༻ࣄྫ ʙ৽ͨͳσʔλԽαʔϏεͷݕূʙ - GCP αʔόʔϨε αʔϏεʹ͍ͭͯ - ΞʔΩςΫνϟ
- ϝϦοτ - ϋϚΓͲ͜Ζ - ࠓޙͷ՝ - ·ͱΊ 27
༻ݴޠ 28 Cloud Functions Node.js όοΫΤϯυ Node.js, TypeScript, Express ࣗಈԽΤϯδϯ
C# ϑϩϯτΤϯυ React, Redux, TypeScript
αʔϏεͷશମ૾ 29 ٻॻը૾ σʔλԽ݁Ռ ೖྗ / σʔλԽ γεςϜ ࣾΦϖϨʔλʔ ࣗಈԽΤϯδϯ
Ϣʔβʔଆ γεςϜ σʔλԽ ٻॻσʔλԽγεςϜ Ξοϓϩʔυ
αʔϏεͷશମ૾ 30 ٻॻը૾ σʔλԽ݁Ռ ೖྗ / σʔλԽ γεςϜ ࣾΦϖϨʔλʔ ࣗಈԽΤϯδϯ
Ϣʔβʔଆ γεςϜ Ξοϓϩʔυ σʔλԽ ٻॻσʔλԽγεςϜ
ΞʔΩςΫνϟ KPI ج൫ ϩΪϯά / Τϥʔ௨ Stackdriver Ϣʔβʔଆ γεςϜ BigQuery
Cloud Pub/Sub ࣗಈԽΤϯδϯ Cloud Dataflow App Engine Cloud Functions Cloud Storage Cloud Firestore Compute Engine Cloud Tasks ೖྗ / σʔλԽ γεςϜ
ΞʔΩςΫνϟ KPI ج൫ ϩΪϯά / Τϥʔ௨ Stackdriver Ϣʔβʔଆ γεςϜ BigQuery
Cloud Pub/Sub ࣗಈԽΤϯδϯ Cloud Dataflow App Engine Cloud Functions Cloud Storage Cloud Firestore Compute Engine Cloud Tasks ೖྗ / σʔλԽ γεςϜ
ΦϖϨʔλʔ͔ΒͷೖྗΛड͚͚Δ 3 App Engine ʢNode.jsʣ Cloud Tasks Cloud Firestore ࣾΦϖϨʔλʔ
App Engine ʢSPA ΞϓϦέʔγϣϯʣ ඇಉظॲཧ
ϑΝΠϧΞοϓϩʔυͰಛఆͷॲཧΛߦ͏ - Cloud Functions ͷ Cloud Storage τϦΨʔ - Cloud
Tasks ͷ App Engine λεΫ 34 Cloud Storage Cloud Functions App Engine Cloud Tasks
ࣗಈԽΤϯδϯ - Compute Engine 35 ٻॻը૾ͱΦϖϨʔλʔͷೖྗσʔλͷηοτΛֶश গͣͭࣗ͠ಈԽ͍ͯ͘͠ ※ Web API
ͱͯ͠࿈ܞ
KPI ج൫ - Google App Engine ͔Β Cloud Pub/Sub ܦ༝ͰϩάΛૹ৴
- Tableau ͰՄࢹԽ 36 App Engine BigQuery Cloud Pub/Sub Cloud Dataflow
GCP αʔόʔϨε αʔϏεͷ׆༻ࣄྫ ʙ৽ͨͳσʔλԽαʔϏεͷݕূʙ - GCP αʔόʔϨε αʔϏεʹ͍ͭͯ - ΞʔΩςΫνϟ
- ϝϦοτ - ϋϚΓͲ͜Ζ - ࠓޙͷ՝ - ·ͱΊ 37
ϝϦοτ - ᶃ ΞϓϦέʔγϣϯͷίʔυʹूதͰ͖Δ - ᶄ αʔόʔཧෆཁ - ᶅ ίετ࠷దԽ
38
ϝϦοτᶃɿΞϓϦέʔγϣϯͷίʔυʹूதͰ͖Δ - ඇಉظ࣮ߦ - ఆظ࣮ߦ - σϓϩΠ - IPΞυϨε੍ݶ -
τϥϑΟοΫׂ 39 App Engine
ϝϦοτᶃɿΞϓϦέʔγϣϯͷίʔυʹूதͰ͖Δ - ඇಉظ࣮ߦ - ఆظ࣮ߦ - σϓϩΠ - IPΞυϨε੍ݶ -
τϥϑΟοΫׂ 40 Cloud Tasks App Engine Cron gcloud ίϚϯυ App Engine ϑΝΠΞ Υʔϧ Traffic Splitting App Engine
ϝϦοτᶃɿΞϓϦέʔγϣϯͷίʔυʹूதͰ͖Δ - ඇಉظ࣮ߦ - ఆظ࣮ߦ - σϓϩΠ - IPΞυϨε੍ݶ -
τϥϑΟοΫׂ 41 Cloud Tasks App Engine Cron gcloud ίϚϯυ App Engine ϑΝΠΞ Υʔϧ Traffic Splitting App Engine
τϥϑΟοΫׂ - Traffic Splitting - ෳόʔδϣϯͷΠϯελϯεΛಉ࣌ʹಈ͔ͤΔ - IP ΞυϨε Cookie
ͰτϥϑΟοΫΛׂͰ͖Δ - ཧը໘͔ΒΠϯελϯεͷόʔδϣϯΛมߋͰ͖Δ 42 App Engine
τϥϑΟοΫׂ - Traffic Splitting - ෳόʔδϣϯͷΠϯελϯεΛಉ࣌ʹಈ͔ͤΔ => ಈ࡞֬ೝςετ - IP
ΞυϨε Cookie ͰτϥϑΟοΫΛׂͰ͖Δ => A/B ςετ - ཧը໘͔ΒΠϯελϯεͷόʔδϣϯΛมߋͰ͖Δ 43 App Engine
τϥϑΟοΫׂ - Traffic Splitting - ෳόʔδϣϯͷΠϯελϯεΛಉ࣌ʹಈ͔ͤΔ => ಈ࡞֬ೝςετ - IP
ΞυϨε Cookie ͰτϥϑΟοΫΛׂͰ͖Δ => A/B ςετ - ཧը໘͔ΒΠϯελϯεͷόʔδϣϯΛมߋͰ͖Δ 44 App Engine
τϥϑΟοΫׂ - Traffic Splitting - ෳόʔδϣϯͷΠϯελϯεΛಉ࣌ʹಈ͔ͤΔ => ಈ࡞֬ೝςετ - IP
ΞυϨε Cookie ͰτϥϑΟοΫΛׂͰ͖Δ => A/B ςετ - ཧը໘͔ΒΠϯελϯεͷόʔδϣϯΛมߋͰ͖Δ => ϩʔϧόοΫ 45 App Engine
ϝϦοτᶄɿαʔόʔཧෆཁ - ෛՙʹԠͯ͡Φʔτεέʔϧ - αʔόʔͷϓϩϏδϣχϯά͕ෆཁ 46 App Engine Cloud Firestore
ίετ࠷దԽ - جຊ͚ͬͨͩ՝ۚ - Πϯελϯε͕θϩ·ͰεέʔϧΠϯͳͲ - Google App Engine /
Standard Environment - Cloud Run 47
ϝϦοτʢ;Γ͔͑Γʣ - ᶃ ΞϓϦέʔγϣϯͷίʔυʹूதͰ͖Δ - ᶄ αʔόʔཧෆཁ - ᶅ ίετ࠷దԽ
48
ϝϦοτʢ;Γ͔͑Γʣ - ᶃ ΞϓϦέʔγϣϯͷίʔυʹूதͰ͖Δ - ᶄ αʔόʔཧෆཁ - ᶅ ίετ࠷దԽ
49 => ݶΒΕͨϦιʔεͰεϐʔυײΛ࣋ͬͯ։ൃͰ͖Δ
GCP αʔόʔϨε αʔϏεͷ׆༻ࣄྫ ʙ৽ͨͳσʔλԽαʔϏεͷݕূʙ - GCP αʔόʔϨε αʔϏεʹ͍ͭͯ - ΞʔΩςΫνϟ
- ϝϦοτ - ϋϚΓͲ͜Ζ - ࠓޙͷ՝ - ·ͱΊ 50
ϋϚΓͲ͜Ζ - ᶃ Google App Engine ڥ - ᶄ App
Engine ϑΝΠΞΥʔϧ - ᶅ Cloud Firestore ͷσʔλϕʔεઃܭ 51
ϋϚΓͲ͜ΖᶃɿGoogle App Engine ڥ - ελϯμʔυڥ or ϑϨΩγϒϧڥ => ՄೳͳݶΓελϯμʔυڥΛ͏
- σϓϩΠεέʔϦϯά͕ߴ - Πϯελϯε͕θϩ·ͰεέʔϧΠϯ - ެࣜυΩϡϝϯτࢀর - https://cloud.google.com/appengine/docs/flexible/java/flexible-for- standard-users?hl=ja 52 App Engine
GAE/FE Λ͏໘ - Google App Engine / Flexible Environment -
- GAEΠϯελϯεΛ VPC ωοτϫʔΫʹඥ͚͍ͨ࣌ - AWS ্ͷࣾαʔϏεͱ VPN Ͱଓ͔ͨͬͨ͠ͷͰɺҰ෦ GAE/FE Λ ༻ - ݱࡏ Serverless VPC Access Λ͑ɺελϯμʔυڥ͔Β VPC Ϧ ιʔεʹΞΫηεՄೳ - Γ͑Λݕ౼த 53 App Engine
GAE/FE Λ͏໘ - Google App Engine / Flexible Environment -
- ಛఆͷϥΠϒϥϦΛ͍͍ͨ࣌ - ผαʔϏεʹΓग़ͯ͠ Docker ΠϝʔδΛ༻ - ݱࡏ Cloud Run Λ༻͢Δ͜ͱͰɺGAE/SE ͷΑ͏ͳεέʔϥϏϦ ςΟΛอͪͭͭɺDocker ΠϝʔδΛͬͨߏʹͰ͖Δ 54 App Engine
ϋϚΓͲ͜ΖᶄɿApp Engine ϑΝΠΞΥʔϧ GCP αʔϏεؒͷ௨৴ϒϩοΫ͞ΕΔ͜ͱ͕͋Δ - Cloud Pub/Sub άϩʔόϧͳαʔϏεͰ͋ΔͨΊɺ ϗϫΠτϦετՃͰ͖ͳ͍
- Cloud Tasks ෦తʹ URL ϑΣον αʔϏεΛ͍ͬͯΔͨΊɺ URL ϑΣον αʔϏεͷ IP ΞυϨεΛڐՄ͢Δ 55 Cloud Storage Cloud Functions App Engine Cloud Tasks App Engine Cloud Pub/ Sub Cloud Storage App Engine
ϋϚΓͲ͜ΖᶅɿCloud Firestore ͷσʔλϕʔεઃܭ SQL ͷΑ͏ͳ COUNT ؔͳ͍ - υΩϡϝϯτΛΨόͬͱऔ͖ͬͯͯΧϯτ͢Δ͜ͱͰ͖Δ -
ࢄΧϯλΛ͏ - ੍ɿ1 υΩϡϝϯτ͋ͨΓ 1 ඵؒʹ 1 ճ͔͠ߋ৽Ͱ͖ͳ͍ - Χϯλ༻ͷυΩϡϝϯτΛෳ༻ҙͯ͠ɺϥϯμϜʹΠϯΫϦϝϯτ͢Δ - શυΩϡϝϯτΛऔಘͯ͠߹ܭΛܭࢉ͢Δ - FieldValue.increment() Λ͏ʢv1.1.0 ͰϦϦʔεʣ - ཁ݅ʹΑͬͯɺRedis ͳͲͰΧϯτ͢Δͷ͋Γ 56 Cloud Firestore
Firestore Ͱؔ࿈ΛͲͷΑ͏ʹ͔࣋ͭ ॻ͖ࠐΈಡΈࠐΈͷසͰஅ͢Δ - 1 : N ͷσʔλʹ͍ͭͯ - Ұॹʹѻ͏͜ͱ͕ଟ͍߹
=> Array ܕͱͯ͠ϑΟʔϧυʹ࣋ͨͤΔ - 1 υΩϡϝϯτ͋ͨΓ 1 ඵؒʹ 1 ճ͔͠ߋ৽Ͱ͖ͳ͍ - ผʑʹѻ͏͜ͱ͕ଟ͍߹ => αϒίϨΫγϣϯʹ࣋ͨͤΔ - ίϨΫγϣϯͱαϒίϨΫγϣϯʹ·͕ͨͬͨΫΤϦͰ͖ͳ͍ 57 Cloud Firestore
GCP αʔόʔϨε αʔϏεͷ׆༻ࣄྫ ʙ৽ͨͳσʔλԽαʔϏεͷݕূʙ - GCP αʔόʔϨε αʔϏεʹ͍ͭͯ - ΞʔΩςΫνϟ
- ϝϦοτ - ϋϚΓͲ͜Ζ - ࠓޙͷ՝ - ·ͱΊ 58
ࠓޙͷ՝ - ᶃɿ։ൃڥ - ᶄɿಈ࡞֬ೝ - ᶅɿੳܥΫΤϦ - ᶆɿΤϥʔ௨ =>
͜Ε͔Β͍͑ͯ͘ 59
ࠓޙͷ՝ᶃɿ։ൃڥ - Cloud Firestore 1 ϓϩδΣΫτʹ 1 ͔ͭ͠ DB
Λ࡞Εͳ͍ - ։ൃɾࣗಈςετ - Cloud Tasks Push ͳͷͰɺϩʔΧϧʹ͚ΒΕͳ͍ - ։ൃ࣌ Cloud Tasks ΛϞοΫ͢Δ͔ 60
ࠓޙͷ՝ᶄɿಈ࡞֬ೝ - Heroku Review Apps ͷΑ͏ͳ͜ͱΛ͍ͨ͠ - PR ͝ͱʹڥΛཱͯΔ -
Google App Engine ෳόʔδϣϯͷΠϯελϯεΛಉ࣌ʹಈ͔͢͜ͱ ͕Ͱ͖Δ 61
ࠓޙͷ՝ᶅɿੳܥΫΤϦ - SQL ͷΑ͏ʹॊೈͳΫΤϦͳ͍ - BigQuery ʹσʔλΛΠϯϙʔτ͢Δ 62
ࠓޙͷ՝ᶆɿΤϥʔ௨ - Stackdriver Error Reporting ͔Βͷ ϝʔϧ௨Λ Gmail ͷϑΟϧλػೳͰ Slack
ʹ௨͍ͯ͠Δ - λΠϜϥά͕͋Δ - ςΩετΛΧελϚΠζͰ͖ͳ͍ - Datadog ͷूΛݕ౼ 63
GCP αʔόʔϨε αʔϏεͷ׆༻ࣄྫ ʙ৽ͨͳσʔλԽαʔϏεͷݕূʙ - GCP αʔόʔϨε αʔϏεʹ͍ͭͯ - ΞʔΩςΫνϟ
- ϝϦοτ - ϋϚΓͲ͜Ζ - ࠓޙͷ՝ - ·ͱΊ 64
·ͱΊ GCP αʔόʔϨε αʔϏε - ݶΒΕͨϦιʔεͰεϐʔυײΛ࣋ͬͯ։ൃͰ͖Δ - ϑϧϚωʔδυɺΦʔτεέʔϧͷྑ͞ΛڗडͰ͖ΔҰํͰɺ੍Ϋη͕ ͋Δ -
ϝϯόʔ͕૿͑ͯ͘Δͱɺ։ൃڥͳͲͷඋʹ͕ඞཁ 65
͍͞͝ʹ
We are hiring!
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠