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
2017 - Reverb Chu - Concurrent Testing with py....
Search
PyBay
August 13, 2017
Programming
230
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
2017 - Reverb Chu - Concurrent Testing with py.test
Introducing a different way to perform concurrent testing with the py.test framework.
PyBay
August 13, 2017
More Decks by PyBay
See All by PyBay
2017 - The Packaging Gradient
pybay
2
1k
2017 - Building Bridges: Stopping Python 2 without damages
pybay
0
740
2017 - Bringing Python 3 to LinkedIn
pybay
1
620
2017 - Python Debugging with PUDB
pybay
0
810
2017 - Opening up to Open Source
pybay
0
310
2017 - A Gentle Introduction to Text Classification with Deep Learning
pybay
2
240
2017 - Performant Asynchronous Programming at Quora
pybay
1
440
2017 - latus - a Personal Cloud Storage App written in Python
pybay
2
610
2017 - Everything You Ever Wanted to Know About Web Authentication in Python
pybay
3
760
Other Decks in Programming
See All in Programming
PHP初心者セッション2026 〜生成AIでは見えない裏側を知る:今だからLAMPを通して仕組みを学ぶ〜
kashioka
0
750
生成AI導入の「期待外れ」を乗り越える ー 開発フロー改革が目指す、真の組織変革
starfish719
0
3.3k
AIエージェントで 変わるAndroid開発環境
takahirom
2
760
Claude Team Plan導入・ガイド
tk3fftk
0
250
AI時代、エンジニアはどう育つのか -未経験エンジニアの成長を間近で見て考えたこと-
thasu0123
0
210
型も通る、synthも通る、それでも危ない 〜AIのCDKの権限とコストを機械で検証する〜 / It Passes Type Checks, It Passes Synth Checks, but It’s Still Risky — Automatically Verifying Permissions and Costs in AI’s CDK —
seike460
PRO
1
510
コーディングルールの鮮度を保ちたい for SRE NEXT 2026 / keep-fresh-go-internal-conventions-sre-next-2026
handlename
0
160
AI時代に設計が 最大の生産性レバーになる 意図駆動開発とデータを消さない設計|Don't Delete Your Data or Your Intent — Design as the Deepest Lever in the AI Era
tomohisa
0
170
ルールを書いて終わらせないハーネスエンジニアリング
yug1224
4
1.8k
AI時代のPHPer生存戦略 ~「言語、もうなんでもよくない?」に本気で向き合う~
vivion
0
210
Go言語とトイモデルで学ぶTransformerの気持ち / fukuokago23-transformer
monochromegane
0
150
PostgreSQL 18で考えるUUID主キー
kazuhiro1982
0
450
Featured
See All Featured
How STYLIGHT went responsive
nonsquared
100
6.2k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
333
23k
Claude Code のすすめ
schroneko
67
230k
The Art of Programming - Codeland 2020
erikaheidi
57
14k
Neural Spatial Audio Processing for Sound Field Analysis and Control
skoyamalab
0
390
Into the Great Unknown - MozCon
thekraken
41
2.6k
Jamie Indigo - Trashchat’s Guide to Black Boxes: Technical SEO Tactics for LLMs
techseoconnect
PRO
0
550
How to build a perfect <img>
jonoalderson
1
5.8k
The innovator’s Mindset - Leading Through an Era of Exponential Change - McGill University 2025
jdejongh
PRO
1
230
B2B Lead Gen: Tactics, Traps & Triumph
marketingsoph
0
190
Why Our Code Smells
bkeepers
PRO
340
58k
Easily Structure & Communicate Ideas using Wireframe
afnizarnur
194
17k
Transcript
Concurrent Testing with py.test Reverb Chu, Sr. SWE @ Trend
Micro James Wang, UGrad CS Student @ Uni. of Washington
https://goo.gl/mxthn3
https://goo.gl/mxthn3 https://www.apple.com/macbook/
https://goo.gl/mxthn3
Current Solutions https://goo.gl/mxthn3
Current Solutions 1. pytest-xdist https://goo.gl/mxthn3
Current Solutions 1. pytest-xdist 2. ...there’s no 2. https://goo.gl/mxthn3
Why Not pytest-xdist? - Designed for test distribution - Only
support multiprocessing - Not able to do test grouping https://goo.gl/mxthn3
pytest-concurrent life is too short for sequential tests https://goo.gl/mxthn3
Different Concurrent Mode mthread - Impl. with threading - For
IO intensive tests mproc - Impl. with multiprocessing - For CPU intensive tests asyncnet - Impl. with gevent - For network IO intensive tests https://goo.gl/mxthn3
Configurable Worker Amount $ pytest --concmode=mthread --concworkers=10 https://goo.gl/mxthn3
Configurable Worker Amount $ pytest --concmode=mthread --concworkers=max https://goo.gl/mxthn3
Testing in Groups import pytest import time @pytest.mark.concgroup(1) @pytest.mark.parametrize('para', [1,
2, 3, 4, 5]) def test_something(para): time.sleep(2) assert para % 2 @pytest.mark.concgroup(1) def test_something_else(): time.sleep(1) assert 1 == 2 @pytest.mark.concgroup(2) @pytest.mark.parametrize('name', ['this', 'is', 'a', 'book']) def test_second_group(name): time.sleep(2) def test_something_last(): time.sleep(2) raise MemoryError @pytest.mark.concgroup(group: int) https://goo.gl/mxthn3
May ?? I want it... https://goo.gl/mxthn3
May ?? I want it... Jun 20 Intern Onboard https://goo.gl/mxthn3
May ?? I want it... Jul 31 Let’s Do This
Jun 20 Intern Onboard https://goo.gl/mxthn3
May ?? I want it... Aug 11 v0.1.2 Jul 31
Let’s Do This Jun 20 Intern Onboard Aug 10 v0.1.1 Aug 9 v0.1.0 https://goo.gl/mxthn3
$ pip install pytest-concurrent https://goo.gl/mxthn3 @reverbc @jamesw96