Lock in $30 Savings on PRO—Offer Ends Soon! ⏳
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
2019-chicago-jug-mutation-testing.pdf
Search
Jeanne Boyarsky
November 03, 2019
Programming
0
54
2019-chicago-jug-mutation-testing.pdf
Jeanne Boyarsky
November 03, 2019
Tweet
Share
More Decks by Jeanne Boyarsky
See All by Jeanne Boyarsky
2025 Toastmasters Path Reference
boyarsky
0
61
2025 Toastmasters Path Changes Update Overview and Reference
boyarsky
0
36
Mentor_Conference_Presentation.pdf
boyarsky
0
16
2025-java-does-what-now.pdf
boyarsky
0
87
Beyond JUnit 5
boyarsky
0
44
Java 21 Certification (or learning new features)
boyarsky
0
100
Preparing for the Java 21 cert + Learning New Features
boyarsky
0
230
Mastering Logging in Java
boyarsky
0
140
2025 FRC Changes and Awards - NYC FIRST
boyarsky
0
97
Other Decks in Programming
See All in Programming
AIコーディングエージェント(NotebookLM)
kondai24
0
220
Navigating Dependency Injection with Metro
l2hyunwoo
1
180
gunshi
kazupon
1
110
AtCoder Conference 2025「LLM時代のAHC」
imjk
2
570
The Past, Present, and Future of Enterprise Java
ivargrimstad
0
320
クラウドに依存しないS3を使った開発術
simesaba80
0
160
生成AI時代を勝ち抜くエンジニア組織マネジメント
coconala_engineer
0
620
Jetpack XR SDKから紐解くAndroid XR開発と技術選定のヒント / about-androidxr-and-jetpack-xr-sdk
drumath2237
1
190
Context is King? 〜Verifiability時代とコンテキスト設計 / Beyond "Context is King"
rkaga
10
1.4k
Deno Tunnel を使ってみた話
kamekyame
0
230
AI Agent Tool のためのバックエンドアーキテクチャを考える #encraft
izumin5210
3
1.1k
Java 25, Nuevas características
czelabueno
0
100
Featured
See All Featured
The Spectacular Lies of Maps
axbom
PRO
1
400
The Art of Delivering Value - GDevCon NA Keynote
reverentgeek
16
1.8k
Designing for Timeless Needs
cassininazir
0
93
BBQ
matthewcrist
89
9.9k
Performance Is Good for Brains [We Love Speed 2024]
tammyeverts
12
1.4k
The SEO Collaboration Effect
kristinabergwall1
0
310
Build The Right Thing And Hit Your Dates
maggiecrowley
38
3k
Taking LLMs out of the black box: A practical guide to human-in-the-loop distillation
inesmontani
PRO
3
1.9k
Evolving SEO for Evolving Search Engines
ryanjones
0
73
Ten Tips & Tricks for a 🌱 transition
stuffmc
0
34
Site-Speed That Sticks
csswizardry
13
1k
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
32
1.8k
Transcript
@jeanneboyarsky 1 Intro to Mutation Testing Jeanne Boyarsky Monday, November
4, 2019 Chicago Java User Group speakerdeck.com/boyarsky
@jeanneboyarsky Shout out to the selection process! 2
@jeanneboyarsky Pause for a Commercial 3
@jeanneboyarsky Why write tests? 4 It used to work!
@jeanneboyarsky How know if tests are good? 5
@jeanneboyarsky If test coverage low 6 Write more tests! Not
ready for mutation testing of class
@jeanneboyarsky If test coverage high 7 All done! Perfect code!
@jeanneboyarsky Or is it? 8 Why is it saying nobody
is registered?
@jeanneboyarsky Code Review! 9
@jeanneboyarsky That’s a mutant! 10
@jeanneboyarsky Too many mutants! 11 They’re everywhere!
@jeanneboyarsky PIT to the rescue! 12
@jeanneboyarsky What is PIT? • Originally Parallel Isolated Test •
Now just PIT 13
@jeanneboyarsky Easy to run 14
@jeanneboyarsky Easy to run 15
@jeanneboyarsky The console flies by 16
@jeanneboyarsky We caught 5 mutants 17
@jeanneboyarsky More detail 18
@jeanneboyarsky The mutants live…. 19
@jeanneboyarsky Level up 20
@jeanneboyarsky Now 32 survived 21
@jeanneboyarsky PIT 22 Mutant Generation Bytecode (ASM) Test Selection Coverage
Mutant Insertion Instrumentation Mutant Detection Early Exit (fine)
@jeanneboyarsky Mutant Generation Options 1. Bytecode • Faster • May
not map to line of code • Java 8 stream support was immediate 2. Source Code • Slower • Clearer 23 Thank you to pitest.org for this material
@jeanneboyarsky Test Selection Options 1. Coverage • Fast - picks
right test 2. Naive • Slow - brute force 3. Convention • Medium - uses naming conventions 24 Thank you to pitest.org for this material
@jeanneboyarsky Mutant Insertion Options 1. Instrumentation • Fast - picks
right test 2. Classloader • Uses a lot of memory 3. Debugger Hotswap • Can be slower because debugger on 25 Thank you to pitest.org for this material
@jeanneboyarsky Mutant Detection Options 1. Early Exit (fine) • Stops
when test finds a mutant 2. Early Exit (coarse) • Stops when class finds a mutant 3. Naive • Slow - brute force 26 Thank you to pitest.org for this material
@jeanneboyarsky JUnit 5 Support • PitClipse assigned to next version
on Oct 5 27
@jeanneboyarsky JUnit 5 Support • No date for IntelliJ 28
@jeanneboyarsky JUnit 5 Support • Supported by • Maven •
Gradle • However…. I find IDE integration to be critical 29
@jeanneboyarsky Tips • JUnit tests must pass • Watch console
to see if still running • Reports on whole project • Fixing one may take care of more 30
@jeanneboyarsky For More • Code Kata: https://github.com/vmzakharov/mutate- test-kata 31
@jeanneboyarsky Demo 32