$30 off During Our Annual Pro Sale. View Details »
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
The Design Philosophy of Kuroko2
Search
Naoto Takai
January 18, 2017
Programming
3
2.3k
The Design Philosophy of Kuroko2
Internal lightning talks in Cookpad
Naoto Takai
January 18, 2017
Tweet
Share
More Decks by Naoto Takai
See All by Naoto Takai
Building the Perfect Custom Keyboard
takai
1
640
キースイッチ潤滑入門 / A Brief Introduction to Lube MX Switches
takai
2
810
みなさん、分かっていますか / What is a difference?
takai
1
930
Agile and DevOps with Ruby
takai
2
1.1k
Software Quality and Testing #1
takai
6
690
Microservices in Action
takai
36
5.4k
Ruby App on Netflix Microservices Stack
takai
6
1.1k
How We Use Jenkins?
takai
21
8.5k
COOKPAD and Test Automation
takai
19
2.8k
Other Decks in Programming
See All in Programming
ViewファーストなRailsアプリ開発のたのしさ
sugiwe
0
400
DSPy Meetup Tokyo #1 - はじめてのDSPy
masahiro_nishimi
1
150
20251127_ぼっちのための懇親会対策会議
kokamoto01_metaps
2
400
[堅牢.py #1] テストを書かない研究者に送る、最初にテストを書く実験コード入門 / Let's start your ML project by writing tests
shunk031
11
6.9k
Navigation 3: 적응형 UI를 위한 앱 탐색
fornewid
1
130
CloudNative Days Winter 2025: 一週間で作る低レイヤコンテナランタイム
ternbusty
7
1.9k
CSC305 Lecture 17
javiergs
PRO
0
270
AIコーディングエージェント(NotebookLM)
kondai24
0
130
ハイパーメディア駆動アプリケーションとIslandアーキテクチャ: htmxによるWebアプリケーション開発と動的UIの局所的適用
nowaki28
0
340
モダンJSフレームワークのビルドプロセス 〜なぜReactは503行、Svelteは12行なのか〜
fuuki12
0
190
Integrating WordPress and Symfony
alexandresalome
0
120
AIコーディングエージェント(skywork)
kondai24
0
120
Featured
See All Featured
Being A Developer After 40
akosma
91
590k
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
10
700
The Hidden Cost of Media on the Web [PixelPalooza 2025]
tammyeverts
1
80
The Art of Programming - Codeland 2020
erikaheidi
56
14k
The Art of Delivering Value - GDevCon NA Keynote
reverentgeek
16
1.8k
Principles of Awesome APIs and How to Build Them.
keavy
127
17k
A Tale of Four Properties
chriscoyier
162
23k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
31
2.7k
Writing Fast Ruby
sferik
630
62k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
140
34k
Site-Speed That Sticks
csswizardry
13
990
Designing Experiences People Love
moore
142
24k
Transcript
The Design Philosophy of
• Web-based (not “enterprisy”) • Embedded workflow engine (ruote). •
Distributed architecture • with on demand EC2 provisioning. • communicates with message queue. Kuroko1
kuroko-console RabbitMQ kuoko-worker workflow engine worker process EC2 API launch
exec command web interface web workflow Kuroko1 Overview
kuroko-console RabbitMQ kuoko-worker workflow engine worker process EC2 API launch
exec command web interface web workflow Kuroko1 Pitfalls × × × × × × × × × ×
• It’s really hard to isolate the problem in a
distributed environment. • “Programmable” means programming is always needed. • Nothing is reliable except MySQL. Lessons from Kuroko1
There is data inconsistency between the actual state and the
stored state. Lessons from Kuroko1 (cont.)
State management is a key factor.
• Monolithic is the best. • Data oriented, not process
oriented. • Monitor as possible. Kuroko2
Monolithic Architecture kuroko-console kuoko-worker workflow engine worker process exec command
web interface DB
Kuroko2 Job State job_definitions job_instances tokens noop noop noop noop
/0-noop A job definition A launched job A job state
it do engine.process(token) expect(token.path).to eq '/0-noop' engine.process(token) expect(token.path).to eq '/1-noop'
engine.process(token) expect(token).to be_finished expect(Kuroko2::Token.all.count).to eq 0 end
Kuroko2 Execution State kuroko-worker kuroko-console executions workflow-processor command-executor exec command
loop do execution = Execution.unstarted.take() execution.touch(:started_at) execute_shell(execution.shell) execution.update(exit_status: exit_status, finished_at:
Time.current) execution.finish() end
kuroko-worker kuroko-console executions workflow-processor command-executor exec command Kuroko2 Pitfalls ×
× ×
Kuroko2 Worker Processes command-executor kill process monitor process shell process
exec command
def check_assignment_delay(exec_no_pid) if exec_no_pid.started_at < 1.minutes.ago Kuroko2::Notifications .not_assigned(exec_no_pid, @hostname).deliver_now exec_no_pid.touch(:mailed_at)
end end
def check_process_absence(execution) begin Process.kill(0, execution.pid) rescue Errno::EPERM true rescue Errno::ESRCH
if Execution.exists?(execution.id) notify_process_absence(execution) end end end
• /v1/stats/waiting_execution • /v1/stats/instance Kuroko2 Monitoring API
• State management is a key factor: • monolithic is
the best. • data oriented, not process oriented. • monitor as possible. Kuroko2
is open source product. We are waiting your contributions!