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
カンファレンス映えするデモアプリをPythonとCloud Runでいい感じに作った話 / Data Visualization for Dash and Cloud Run
Search
Shinichi Nakagawa
November 19, 2022
Programming
1
190
カンファレンス映えするデモアプリをPythonとCloud Runでいい感じに作った話 / Data Visualization for Dash and Cloud Run
PyLadies Tokyo 8 周年記念パーティーLT
Shinichi Nakagawa
November 19, 2022
Tweet
Share
More Decks by Shinichi Nakagawa
See All by Shinichi Nakagawa
Terraform, GitHub Actions, Cloud Buildでデータ基盤をProvisioningする / Data Platform provisioning for Google Cloud and Terraform
shinyorke
2
2.4k
Cloud RunとCloud PubSubでサーバレスなデータ基盤2024 with Terraform / Cloud Run and PubSub with Terraform
shinyorke
9
2.4k
自らを強いエンジニアにするための3つの習慣 / I need to be myself, I can't be no one else
shinyorke
77
55k
阪神タイガース優勝のひみつ - Pythonでシュッと調べた件 / SABRmetrics for Python
shinyorke
1
1.2k
Pythonとクラウドと野球の推し活. / Baseball Data Platform for Python and Google Cloud
shinyorke
2
2.5k
月額コーヒー3.34杯分のコストでオオタニサンの活躍を見守るデータ基盤のはなし / Pyhack Con
shinyorke
2
410
俺のDXを実現するためのサーバレスなデータ基盤開発と運用 / Serverless Data Platform and Baseball
shinyorke
5
11k
機械学習エンジニアが目指すキャリアパスとその実話 / My Journey to Become a ML Engineer
shinyorke
6
14k
一人でも小さく始められるGoogle Cloudで実現するほぼサーバレスなデータ基盤 / Serverless Dataplatform for Google Cloud
shinyorke
0
480
Other Decks in Programming
See All in Programming
なぜ宣言的 UI は壊れにくいのか / Why declarative UI is less fragile
uenitty
29
13k
Harnessing Large Language Models for Training-free Video Anomaly Detection
tereka114
1
1.3k
GraphQL はいいぞ! ~Laravel で学ぶ GraphQL 入門~
azuki
1
160
How to use Macrobenchmark
veronikapj
0
160
Architectures with Lightweight Stores: New Rules and Options
manfredsteyer
PRO
0
100
feature環境をGitHub ActionsとCloudFormationでいい感じに管理する
nealle
2
310
Google's Recipe for Scaling (Web) Security – LocoMocoSec 2024
lweichselbaum
0
170
Jetpack for KMP
fornewid
1
290
継続的な活動で築く地方エンジニアの道
myamashii
2
350
Async Await: Mastering Python's Time-Bending Tricks - EuroPython2024
yanbo
1
290
AWS CDKにおける「再利用性」を考える / aws-cdk-reusability
gotok365
6
1.3k
12年前の『型システム入門』翻訳の思い出話
mame
11
1.2k
Featured
See All Featured
The MySQL Ecosystem @ GitHub 2015
samlambert
248
12k
Agile that works and the tools we love
rasmusluckow
325
20k
Done Done
chrislema
179
15k
Speed Design
sergeychernyshev
9
270
Web Components: a chance to create the future
zenorocha
307
41k
What's in a price? How to price your products and services
michaelherold
239
11k
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
44
4.7k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
325
21k
Infographics Made Easy
chrislema
238
18k
No one is an island. Learnings from fostering a developers community.
thoeni
17
2.8k
Leading Effective Engineering Teams 2024
addyosmani
3
300
Fashionably flexible responsive web design (full day workshop)
malarkey
399
65k
Transcript
ΧϯϑΝϨϯεө͑͢Δ σϞΞϓϦΛ΄΅Python͚ͩͰ ࡞ͬͨ with Cloud Run⚾ ㅟ ㅟ ㅟ ㅟ
ㅟ ㅟ ㅟ ㅟ ㅟ ㅟ PyConJP 2022 ͰΕͳ͔ͬͨΛ͜͜Ͱڙཆ͠·͢ͷר Shinichi Nakagawa@shinyorke 2022/11/19 PyLadies Tokyo 8पه೦LT
Who am ɹ? ʢ͓લ୭Α?ʣ • Shinichi Nakagawa@shinyorke • େख֎ࢿܥITίϯαϧاۀϚωʔδϟʔ •
ຊͷPythonք۾Ͱʮ⽁ͷਓʯͱݺΕ͍ͯΔ • PyConJPొஃ8ճʢ2014-2018, 2020-2022ʣ ʢ2019ຐ͕ࠩͨ͠ҰൠࢀՃऀʣ • PyLadies Tokyo ̋पLTࢀՃ8ճ ʢॳճ͔Βϑϧग़ܧଓதʣ #Python #Serverless #GoogleCloud #Baseball #DataScience #SABRmetrics
ຊͷ͓ • DashΛͬͯʮ΄΅Python͚ͩʯͰWebΞϓϦέʔγϣϯΛ࡞Δ • DashΞϓϦέʔγϣϯΛGoogle CloudͰ͍͍ײ͡ʹϗετ͢Δ
Ͳ͏͍͏Ϟϊ͔ͻͱ·͓ͣݟͤ͠·͢.
ΦΦλχαϯʂʂΩϡϯͰ͢ὑ खͰೋܻউͪͳ͕Βଧͬͯ34ຊྥଧ…Τά͍.
ΦΦλχαϯʂʂΩϡϯͰ͢ὑ खͰೋܻউͪͳ͕Βଧͬͯ34ຊྥଧ…Τά͍.
σϞΞϓϦέʔγϣϯߏ • ΞϓϦຊମDashͰ࣮ͨ͠ϑϩϯτΤϯυ, Cloud RunͰϗετ • API GatewayΛ௨ͯ͠όοΫΤϯυʹΞΫηε • όοΫΤϯυCloud
Functionsʹ͋Δʢ͜ΕPythonʣ, DatabaseͷதΛJSONͰฦ͢RESTful API
Dash • άϥϑඳըɾՄࢹԽϥΠϒϥϦʮPlotlyʯΛ ͍͍ײ͡ͳWebΞϓϦͱͯ͠࡞ΔͨΊͷFW • αʔόʔαΠυΞϓϦͷϕʔεFlask, ϑϩϯτReactͱ͍͏ ʢྲྀߦΓͬΆͯ͘ʣ͍͍ײ͡ͳߏ
• ૉͷJavaScriptɾHTMLΛॻ͔ͳͯ͘, Python͚ͩͰΠέΔॴ͕ ؾʹೖΓ, σϞΞϓϦͷϕʔεͱͯ͠࠾༻
ίʔυʢงғؾʣ • ࠷ॳظͷίʔυͷεΫγϣͰ͢ • HTMLʹͨ͠ίϯϙʔωϯτΛ ΰϦͬͱॻ͘ • ΠϕϯτۦಈͰͷॻ͖͑
CallbackͳσίϨʔλʔͰ࣮ • ͳΜͱͳ͘Ͱ͕͢ReactͬΆ͍ งғؾʹʢͳ͓callbackࠈʣ
Cloud RunͷϗεςΟϯά • GitHub Repositoryʹpushͨ͠ΒGitHub Actions͕ൃՐ, ςετ -> Docker Build
-> Cloud RunσϓϩΠ • ςετpytest, flake8, mypyΛGitHub Actions্Ͱ࣮ࢪʢunit, integration·Ͱ୲อ͢ΔΠϝʔδʣ • Docker buildCloud Runͷඪ४తͳΓํʹै͏. • Cloud Build্ͰϏϧυ • Artifact Registryʹpush • Cloud RunͷσϓϩΠGithub ActionsͷެࣜΛ࣮ͬͯࢪ. • ͪͳΈʹଞͷΫϥυαʔϏεͰ༨༟ͰΕΔͱࢥ͍·͢ʢAWS, Azure, etc…ʣ
Github Actionsͷఆٛ test->build->deploy • ݱࡏӡ༻͍ͯ͠ΔΞϓϦͷ GitHub Actionsఆٛ • ࣮ݱ͢Δͷʹ100ߦ͍ۙ
yamlఆ͕ٛඞཁʹ…orz • ͜͜·ͰΔΜͩͬͨΒ build/deployterraformͷํ͕ Ή͠Ζָ͔͠Εͳ͍આ
·ͱΊ • DashΛ͑΄΅Python͚ͩͰ σʔλΛݟͤΔΞϓϦΛ࡞Ε·͢. • ίϯςφԽͯ͠Cloud RunͰ ϗετ͢Δͷָ͕Ͱྑ͍Ͱ͠ΐ͏.
ʢଞͷΫϥυͰͪΖΜOKʣ • ΦΦλχαϯ, ΩϡϯͰ͢ὑ
࣌ؒͷ߹্ંͬͨ • API GatewayͱόοΫΤϯυͷંΓ·ͨ͠🙏 • ϦΫΤετ͋Ε࣭ٙԠɾϒϩάɾผͰ͢ͳͲ͠·͢ • ͜͏͍͏ઃܭʹԿނ͔ͨ͠ʁؚΊͯ·ͨΓ·͢👍
PyLadies Tokyo 8प͓ΊͰͱ͏͍͟͝·͢🎉 ͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠