SlideShare uma empresa Scribd logo
1 de 53
@PeterHilton
http://hilton.org.uk/
How to write 

maintainable code
Wikimedia / CC BY-SA 3.0
Writing 

unmaintainable code
Scott Edmunds / CC BY 2.0
Modern
languages give
you all the toys
Modern languages’ maintainable code problem
1. OOP and FP at the same time
2. Exceptionally expressive programming language
3. Rapid language development - major changes
4. Early-adopter culture
5. Computer science vs mathematics vs enterprise dev

(a rich community but sometimes with conflicting goals)
6@PeterHilton •
Causes of unmaintainable code
We’re lazy.
We’re too clever for our own good.
(functional programmers especially)
We should stop starting things and start finishing things
(especially refactoring)
8@PeterHilton •
Consequences of unmaintainable code
1. Higher cost to develop a new feature or fix a bug
2. Developers become unhappy and leave
3. Higher cost to hire new developers
4. Fewer good developers on the team
5. Code gets less maintainable
6. Go back to step 1 - enjoy the descent into legacy code hell
9@PeterHilton •
Clean code & tests 

to the rescue
11@PeterHilton •
1. Learn how to write
unmaintainable code*
2. Don’t do that!
* How To Write Unmaintainable Code,

Roedy Green, Canadian Mind Products

https://github.com/Droogans/unmaintainable-code
Marks of unmaintainable code
1. Inconsistent code styles (OOP vs FP, Java vs Haskell)
2. Repetition
3. Too much abstraction (unnameable invented concepts)
4. Spaghetti code
5. Lasagne architecture (too many layers)
6. Inadequate tests (low coverage, incomprehensible)
12@PeterHilton •
Use a consistent coding style
Pick one way to use/avoid FP and OOP, and stick to it.
This is easy, provided that you never:
1. learn anything new about your language
2. learn anything new about functional programming
3. learn anything new about programming
4. move to a newer language version
5. work with other people who have different backgrounds
13@PeterHilton •
@PeterHilton •
Learning to write clean code
is the first step towards
maintainable code
There’s a book for that!
However, the book isn’t
perfect and doesn’t target
Scala.
15
Naming things
16@PeterHilton •
Good names for everything are the key to clean code
How hard can it be?*
Use software tools, practice, get better at it.
* see me afterwards if you don’t know any jokes about
naming things being hard
Piotr / CC BY 2.0
Naming smells
19@PeterHilton •
foo, data, object
employee, employee2
acc, pos, a, i, T, U
>=>, <*>, ¶
InvoiceManager, getPrice
isOpen, dateCreated
appointment_list, company_person
shipment, order, journey
1. Meaningless and abstract names
2. Numeric suffixes
3. Abbreviated or short names
4. Symbolic names
5. Vague words
6. Vestigial Hungarian notation
7. Multiple words
8. Wrong names
Adopting better naming practices
Recognise and fix naming smells
Start with meaning and intention
Use words with precise meanings
Prefer fewer words in names
Never use abbreviations in names, except for id
20@PeterHilton •
How to name things

(the hardest problem in programming)
1. Learn to recognise bad naming
2. Refactor - rename bad names to better names
3. Improve your vocabulary by reading and gaming
4. Wield your thesaurus and dictionary
5. Adopt better naming practices
6. Learn to write
7. Tell jokes, especially puns - learn to spot ambiguity
21@PeterHilton •
3. Write clean code
4. Get better at naming

22@PeterHilton •
Explanatory functional tests
Acceptance Test-Driven Development (ATDD)
Behaviour-Driven Development (BDD)
Specification by Example
… use acceptance tests written in domain language,

in collaboration with requirements stakeholders, that
document system behaviour (in addition to unit tests)
23@PeterHilton •
@PeterHilton • 24
‘Like cheap wine, long paper
documentation ages rapidly
and leaves you with a bad
headache if you try to use it
a year after it was created.
On the other hand,
maintaining a system
without any documentation
also causes headaches.’
5. Write explanatory
functional tests

25@PeterHilton •
How to write 

maintainable code
Clean code and good
unit tests are great,
but they’re not enough
(this is the bad news)
27@PeterHilton •
Clean code & tests are not enough
Even if you could write clean code all the time (you can’t)
your code still needs more explanation.
You don’t have to repeat yourself to the compiler, but
human learning requires repetition. 

You have to repeat yourself to help people understand you.
However, Uncle Bob is misleading about comments…
28@PeterHilton •
Comments are the
easiest way to document
code. If you don’t have
comments, you probably
have no docs at all. 29@PeterHilton •
Write good comments
1. Try to write good code first
2. Try to write a one-sentence comment
3. Refactor the code (make it easier to explain)
4. Delete unnecessary comments
5. Rewrite bad comments

(all good writing requires rewriting)
6. Add detail where needed

(which isn’t often) 30@PeterHilton •
‘Beware of DRY, the
evil siren that tricks
you into abstraction’
Martin Thompson a.k.a. @mjpt777
31@PeterHilton •
@PeterHilton •
Avoiding duplication
at all costs may lead
to incomprehensible
abstractions.
32
Too much abstraction
Dogmatic adherence to do-not-repeat-yourself leads to too
many abstractions.
Most of these abstraction layers don’t correspond to the
domain, so you can’t find good names for them.
(Half probably aren’t abstractions anyway, just indirection)
33@PeterHilton •
The Rule of Three
‘The first time you do something, you just do it.
The second time you do something similar, you wince at the
duplication, but you do the duplicate thing anyway.
The third time you do something similar, you refactor.’
- Kevlin Henney
https://vimeo.com/138863968
34@PeterHilton •
35@PeterHilton •
6. Apply The Rule of Three
before you remove
duplication
7. Accept that
maintainable code
costs more
36@PeterHilton •
How to maintain
maintainable code
There’s not much
point writing
maintainable code
if you don’t actually
maintain it 38@PeterHilton •
Proportion of clean code during software development%cleancode
0
25
50
75
100
number of lines of code
April Untitled 3 Untitled 10 June Untitled 5 Untitled 8 Untitled 11
‘We’ll clean it up later’
‘There’s too much 

code to clean it up’
Clean code
All of your code can be clean code, in theory…
But this gets harder as the codebase grows
Code falls off the maintenance cliff after around 100K lines
This is more likely to happen with business applications
than focused libraries for developers
(Likely the strongest argument for external dependencies)
40@PeterHilton •
http://cloc.sourceforge.net v 1.58

---------------------------------------------

Language files blank comment code

---------------------------------------------

Scala 287 8035 10396 28889

Javascript 7 3032 4729 22150

Java 99 2066 5075 7743

HTML 45 271 0 1286

XML 11 16 9 151

CoffeeScript 2 8 9 16

---------------------------------------------

SUM: 451 13428 20218 60235

---------------------------------------------
formal continuous
code review

(pull requests)
review meetings pair programming
Constantly improve the code
Take the Boy Scout Principle seriously (actually enforce it)
Do code review on all changes
Recognise code smells
Refactor
Even if you can’t win, you can lose more slowly
43@PeterHilton •
8. Keep the codebase
small
9. Increase refactoring
effort as it grows
44@PeterHilton •
README-Driven Development
45@PeterHilton •
‘… we have projects with short, badly written, or entirely
missing documentation…
There must be some middle ground between reams of
technical specifications and no specifications at all. And in
fact there is.
That middle ground is the humble Readme.’
http://tom.preston-werner.com/2010/08/23/readme-driven-development.html
Write a project/project introduction
Explain the system’s purpose
(What is the business reason? Why are we here?)
Describe the scope
(What defines what the system does and doesn’t do?)
Summarise what it does
(What does it actually do? What is it for?)
46@PeterHilton •
Detailed system documentation
Most systems don’t need detailed documentation.
Only complex systems require detailed documentation, e.g.
Architecture diagram
UML diagram
Data dictionary
Process model
Business rules 47@PeterHilton •
10.Write the minimum
viable documentation

(the rest is waste)
48@PeterHilton •
Summary
‘Hell is other people’s
code’*
* Sartre didn’t actually say this
50@PeterHilton •
Summary
51@PeterHilton •
1. Recognise unmaintainable code (and refactor)
2. Write clean code (and get better at naming)
3. Write acceptance tests that explain functionality
4. Apply The Rule of Three before you remove duplication
5. Accept that maintainable code costs more
6. Write docs and comments for the code you actually have
7. Keep the codebase small (or increase refactoring effort)
8. Write the minimum viable system documentation
joyofcoding.org
@PeterHilton
http://hilton.org.uk/http://hilton.org.uk/presentations/maintainable-code

Mais conteúdo relacionado

Mais procurados

React js programming concept
React js programming conceptReact js programming concept
React js programming conceptTariqul islam
 
Asynchronous Programming in C# - Part 1
Asynchronous Programming in C# - Part 1Asynchronous Programming in C# - Part 1
Asynchronous Programming in C# - Part 1Mindfire Solutions
 
ES6 presentation
ES6 presentationES6 presentation
ES6 presentationritika1
 
DevOps to DevSecOps Journey..
DevOps to DevSecOps Journey..DevOps to DevSecOps Journey..
DevOps to DevSecOps Journey..Siddharth Joshi
 
Anatomy of a Continuous Integration and Delivery (CICD) Pipeline
Anatomy of a Continuous Integration and Delivery (CICD) PipelineAnatomy of a Continuous Integration and Delivery (CICD) Pipeline
Anatomy of a Continuous Integration and Delivery (CICD) PipelineRobert McDermott
 
iSAQB gathering 2021 keynote - Architectural patterns for rapid, reliable, fr...
iSAQB gathering 2021 keynote - Architectural patterns for rapid, reliable, fr...iSAQB gathering 2021 keynote - Architectural patterns for rapid, reliable, fr...
iSAQB gathering 2021 keynote - Architectural patterns for rapid, reliable, fr...Chris Richardson
 
#살아있다 #자프링외길12년차 #코프링2개월생존기
#살아있다 #자프링외길12년차 #코프링2개월생존기#살아있다 #자프링외길12년차 #코프링2개월생존기
#살아있다 #자프링외길12년차 #코프링2개월생존기Arawn Park
 
Principi della oop - Ereditarietà e polimorfismo
Principi della oop  - Ereditarietà e polimorfismoPrincipi della oop  - Ereditarietà e polimorfismo
Principi della oop - Ereditarietà e polimorfismoyrcorr
 
Introduction to SOLID Principles
Introduction to SOLID PrinciplesIntroduction to SOLID Principles
Introduction to SOLID PrinciplesGanesh Samarthyam
 
Action Jackson! Effective JSON processing in Spring Boot Applications
Action Jackson! Effective JSON processing in Spring Boot ApplicationsAction Jackson! Effective JSON processing in Spring Boot Applications
Action Jackson! Effective JSON processing in Spring Boot ApplicationsJoris Kuipers
 
DevOps Interview Questions Part - 2 | Devops Interview Questions And Answers ...
DevOps Interview Questions Part - 2 | Devops Interview Questions And Answers ...DevOps Interview Questions Part - 2 | Devops Interview Questions And Answers ...
DevOps Interview Questions Part - 2 | Devops Interview Questions And Answers ...Simplilearn
 
GitHub Actions in action
GitHub Actions in actionGitHub Actions in action
GitHub Actions in actionOleksii Holub
 
JUnit & Mockito, first steps
JUnit & Mockito, first stepsJUnit & Mockito, first steps
JUnit & Mockito, first stepsRenato Primavera
 
Unit Testing in Python
Unit Testing in PythonUnit Testing in Python
Unit Testing in PythonHaim Michael
 

Mais procurados (20)

React js programming concept
React js programming conceptReact js programming concept
React js programming concept
 
Asynchronous Programming in C# - Part 1
Asynchronous Programming in C# - Part 1Asynchronous Programming in C# - Part 1
Asynchronous Programming in C# - Part 1
 
ES6 presentation
ES6 presentationES6 presentation
ES6 presentation
 
DevOps to DevSecOps Journey..
DevOps to DevSecOps Journey..DevOps to DevSecOps Journey..
DevOps to DevSecOps Journey..
 
React Hooks
React HooksReact Hooks
React Hooks
 
RESTful API - Best Practices
RESTful API - Best PracticesRESTful API - Best Practices
RESTful API - Best Practices
 
Anatomy of a Continuous Integration and Delivery (CICD) Pipeline
Anatomy of a Continuous Integration and Delivery (CICD) PipelineAnatomy of a Continuous Integration and Delivery (CICD) Pipeline
Anatomy of a Continuous Integration and Delivery (CICD) Pipeline
 
iSAQB gathering 2021 keynote - Architectural patterns for rapid, reliable, fr...
iSAQB gathering 2021 keynote - Architectural patterns for rapid, reliable, fr...iSAQB gathering 2021 keynote - Architectural patterns for rapid, reliable, fr...
iSAQB gathering 2021 keynote - Architectural patterns for rapid, reliable, fr...
 
#살아있다 #자프링외길12년차 #코프링2개월생존기
#살아있다 #자프링외길12년차 #코프링2개월생존기#살아있다 #자프링외길12년차 #코프링2개월생존기
#살아있다 #자프링외길12년차 #코프링2개월생존기
 
Principi della oop - Ereditarietà e polimorfismo
Principi della oop  - Ereditarietà e polimorfismoPrincipi della oop  - Ereditarietà e polimorfismo
Principi della oop - Ereditarietà e polimorfismo
 
Introduction to SOLID Principles
Introduction to SOLID PrinciplesIntroduction to SOLID Principles
Introduction to SOLID Principles
 
Tour of Azure DevOps
Tour of Azure DevOpsTour of Azure DevOps
Tour of Azure DevOps
 
Action Jackson! Effective JSON processing in Spring Boot Applications
Action Jackson! Effective JSON processing in Spring Boot ApplicationsAction Jackson! Effective JSON processing in Spring Boot Applications
Action Jackson! Effective JSON processing in Spring Boot Applications
 
Introduction to DevOps
Introduction to DevOpsIntroduction to DevOps
Introduction to DevOps
 
DevOps Interview Questions Part - 2 | Devops Interview Questions And Answers ...
DevOps Interview Questions Part - 2 | Devops Interview Questions And Answers ...DevOps Interview Questions Part - 2 | Devops Interview Questions And Answers ...
DevOps Interview Questions Part - 2 | Devops Interview Questions And Answers ...
 
Cloud Native: what is it? Why?
Cloud Native: what is it? Why?Cloud Native: what is it? Why?
Cloud Native: what is it? Why?
 
GitHub Actions in action
GitHub Actions in actionGitHub Actions in action
GitHub Actions in action
 
JUnit & Mockito, first steps
JUnit & Mockito, first stepsJUnit & Mockito, first steps
JUnit & Mockito, first steps
 
Jenkins Overview
Jenkins OverviewJenkins Overview
Jenkins Overview
 
Unit Testing in Python
Unit Testing in PythonUnit Testing in Python
Unit Testing in Python
 

Destaque

Building a Data Ingestion & Processing Pipeline with Spark & Airflow
Building a Data Ingestion & Processing Pipeline with Spark & AirflowBuilding a Data Ingestion & Processing Pipeline with Spark & Airflow
Building a Data Ingestion & Processing Pipeline with Spark & AirflowTom Lous
 
E-Prime: English for scientific writing
E-Prime: English for scientific writing E-Prime: English for scientific writing
E-Prime: English for scientific writing Peter Hilton
 
HTTP demystified for web developers
HTTP demystified for web developersHTTP demystified for web developers
HTTP demystified for web developersPeter Hilton
 
About "Apache Cassandra"
About "Apache Cassandra"About "Apache Cassandra"
About "Apache Cassandra"Jihyun Ahn
 
From legacy to DDD - 5 starting steps
From legacy to DDD - 5 starting stepsFrom legacy to DDD - 5 starting steps
From legacy to DDD - 5 starting stepsAndrzej Krzywda
 
Tom and jef’s awesome modellathon
Tom and jef’s awesome modellathonTom and jef’s awesome modellathon
Tom and jef’s awesome modellathonTom Janssens
 
Death to project documentation with eXtreme Programming
Death to project documentation with eXtreme ProgrammingDeath to project documentation with eXtreme Programming
Death to project documentation with eXtreme ProgrammingAlex Fernandez
 
Domain-Driven Design in legacy application
Domain-Driven Design in legacy applicationDomain-Driven Design in legacy application
Domain-Driven Design in legacy applicationCyrille Martraire
 
Airflow - a data flow engine
Airflow - a data flow engineAirflow - a data flow engine
Airflow - a data flow engineWalter Liu
 
From legacy to DDD (slides for the screencast)
From legacy to DDD (slides for the screencast)From legacy to DDD (slides for the screencast)
From legacy to DDD (slides for the screencast)Andrzej Krzywda
 
Simplifying your design with higher-order functions
Simplifying your design with higher-order functionsSimplifying your design with higher-order functions
Simplifying your design with higher-order functionsSamir Talwar
 
Evolving legacy to microservices and ddd
Evolving legacy to microservices and dddEvolving legacy to microservices and ddd
Evolving legacy to microservices and dddMarcos Vinícius
 
I T.A.K.E. talk: "When DDD meets FP, good things happen"
I T.A.K.E. talk: "When DDD meets FP, good things happen"I T.A.K.E. talk: "When DDD meets FP, good things happen"
I T.A.K.E. talk: "When DDD meets FP, good things happen"Cyrille Martraire
 
DDD session BrownBagLunch (FR)
DDD session BrownBagLunch (FR)DDD session BrownBagLunch (FR)
DDD session BrownBagLunch (FR)Cyrille Martraire
 
Living Documentation (NCrafts Paris 2015, DDDx London 2015, BDX.io 2015, Code...
Living Documentation (NCrafts Paris 2015, DDDx London 2015, BDX.io 2015, Code...Living Documentation (NCrafts Paris 2015, DDDx London 2015, BDX.io 2015, Code...
Living Documentation (NCrafts Paris 2015, DDDx London 2015, BDX.io 2015, Code...Cyrille Martraire
 
How to name things: the hardest problem in programming
How to name things: the hardest problem in programmingHow to name things: the hardest problem in programming
How to name things: the hardest problem in programmingPeter Hilton
 
Legacy Code: Evolve or Rewrite?
Legacy Code: Evolve or Rewrite?Legacy Code: Evolve or Rewrite?
Legacy Code: Evolve or Rewrite?Cyrille Martraire
 
Airflow - An Open Source Platform to Author and Monitor Data Pipelines
Airflow - An Open Source Platform to Author and Monitor Data PipelinesAirflow - An Open Source Platform to Author and Monitor Data Pipelines
Airflow - An Open Source Platform to Author and Monitor Data PipelinesDataWorks Summit
 

Destaque (20)

Building a Data Ingestion & Processing Pipeline with Spark & Airflow
Building a Data Ingestion & Processing Pipeline with Spark & AirflowBuilding a Data Ingestion & Processing Pipeline with Spark & Airflow
Building a Data Ingestion & Processing Pipeline with Spark & Airflow
 
E-Prime: English for scientific writing
E-Prime: English for scientific writing E-Prime: English for scientific writing
E-Prime: English for scientific writing
 
HTTP demystified for web developers
HTTP demystified for web developersHTTP demystified for web developers
HTTP demystified for web developers
 
Writing the docs
Writing the docsWriting the docs
Writing the docs
 
About "Apache Cassandra"
About "Apache Cassandra"About "Apache Cassandra"
About "Apache Cassandra"
 
From legacy to DDD - 5 starting steps
From legacy to DDD - 5 starting stepsFrom legacy to DDD - 5 starting steps
From legacy to DDD - 5 starting steps
 
Tom and jef’s awesome modellathon
Tom and jef’s awesome modellathonTom and jef’s awesome modellathon
Tom and jef’s awesome modellathon
 
Selling ddd
Selling dddSelling ddd
Selling ddd
 
Death to project documentation with eXtreme Programming
Death to project documentation with eXtreme ProgrammingDeath to project documentation with eXtreme Programming
Death to project documentation with eXtreme Programming
 
Domain-Driven Design in legacy application
Domain-Driven Design in legacy applicationDomain-Driven Design in legacy application
Domain-Driven Design in legacy application
 
Airflow - a data flow engine
Airflow - a data flow engineAirflow - a data flow engine
Airflow - a data flow engine
 
From legacy to DDD (slides for the screencast)
From legacy to DDD (slides for the screencast)From legacy to DDD (slides for the screencast)
From legacy to DDD (slides for the screencast)
 
Simplifying your design with higher-order functions
Simplifying your design with higher-order functionsSimplifying your design with higher-order functions
Simplifying your design with higher-order functions
 
Evolving legacy to microservices and ddd
Evolving legacy to microservices and dddEvolving legacy to microservices and ddd
Evolving legacy to microservices and ddd
 
I T.A.K.E. talk: "When DDD meets FP, good things happen"
I T.A.K.E. talk: "When DDD meets FP, good things happen"I T.A.K.E. talk: "When DDD meets FP, good things happen"
I T.A.K.E. talk: "When DDD meets FP, good things happen"
 
DDD session BrownBagLunch (FR)
DDD session BrownBagLunch (FR)DDD session BrownBagLunch (FR)
DDD session BrownBagLunch (FR)
 
Living Documentation (NCrafts Paris 2015, DDDx London 2015, BDX.io 2015, Code...
Living Documentation (NCrafts Paris 2015, DDDx London 2015, BDX.io 2015, Code...Living Documentation (NCrafts Paris 2015, DDDx London 2015, BDX.io 2015, Code...
Living Documentation (NCrafts Paris 2015, DDDx London 2015, BDX.io 2015, Code...
 
How to name things: the hardest problem in programming
How to name things: the hardest problem in programmingHow to name things: the hardest problem in programming
How to name things: the hardest problem in programming
 
Legacy Code: Evolve or Rewrite?
Legacy Code: Evolve or Rewrite?Legacy Code: Evolve or Rewrite?
Legacy Code: Evolve or Rewrite?
 
Airflow - An Open Source Platform to Author and Monitor Data Pipelines
Airflow - An Open Source Platform to Author and Monitor Data PipelinesAirflow - An Open Source Platform to Author and Monitor Data Pipelines
Airflow - An Open Source Platform to Author and Monitor Data Pipelines
 

Semelhante a How to write maintainable code

Voxxed Days Thessaloniki 2016 - Documentation Avoidance
Voxxed Days Thessaloniki 2016 - Documentation AvoidanceVoxxed Days Thessaloniki 2016 - Documentation Avoidance
Voxxed Days Thessaloniki 2016 - Documentation AvoidanceVoxxed Days Thessaloniki
 
10 Big Ideas from Industry
10 Big Ideas from Industry10 Big Ideas from Industry
10 Big Ideas from IndustryGarth Gilmour
 
No, you don't need to learn python
No, you don't need to learn pythonNo, you don't need to learn python
No, you don't need to learn pythonQuantUniversity
 
I Don't Code, Am I No Longer Useful
I Don't Code, Am I No Longer UsefulI Don't Code, Am I No Longer Useful
I Don't Code, Am I No Longer UsefulMaaret Pyhäjärvi
 
Code smells and Other Malodorous Software Odors
Code smells and Other Malodorous Software OdorsCode smells and Other Malodorous Software Odors
Code smells and Other Malodorous Software OdorsClint Edmonson
 
Introduction to Python
Introduction to PythonIntroduction to Python
Introduction to PythonSpotle.ai
 
Stop fearing legacy code
Stop fearing legacy codeStop fearing legacy code
Stop fearing legacy codeYaki Koren
 
10 tips to save you time and frustration while programming
10 tips to save you time and frustration while programming10 tips to save you time and frustration while programming
10 tips to save you time and frustration while programmingHugo Shi
 
WordCamp US: Clean Code
WordCamp US: Clean CodeWordCamp US: Clean Code
WordCamp US: Clean Codemtoppa
 
Future of Python Certified Professionals in Data Science and Artificial Intel...
Future of Python Certified Professionals in Data Science and Artificial Intel...Future of Python Certified Professionals in Data Science and Artificial Intel...
Future of Python Certified Professionals in Data Science and Artificial Intel...M M Nair
 
An Ultimate Guide To Hire Python Developer
An Ultimate Guide To Hire Python DeveloperAn Ultimate Guide To Hire Python Developer
An Ultimate Guide To Hire Python DeveloperRishiVardhaniM
 
Better Functional Design through TDD
Better Functional Design through TDDBetter Functional Design through TDD
Better Functional Design through TDDPhil Calçado
 
Stop wasting-time-by-applying-clean-code-principles
Stop wasting-time-by-applying-clean-code-principlesStop wasting-time-by-applying-clean-code-principles
Stop wasting-time-by-applying-clean-code-principlesEdorian
 
14 Habits of Great SQL Developers
14 Habits of Great SQL Developers14 Habits of Great SQL Developers
14 Habits of Great SQL DevelopersIke Ellis
 
Behind the buzzwords: using chatbots & AI for everyday wins!
Behind the buzzwords: using chatbots & AI for everyday wins!Behind the buzzwords: using chatbots & AI for everyday wins!
Behind the buzzwords: using chatbots & AI for everyday wins!SoHo Dragon
 
InftyReader and ChattyInfty Overview
InftyReader and ChattyInfty OverviewInftyReader and ChattyInfty Overview
InftyReader and ChattyInfty Overviewsteveapps4android
 

Semelhante a How to write maintainable code (20)

Voxxed Days Thessaloniki 2016 - Documentation Avoidance
Voxxed Days Thessaloniki 2016 - Documentation AvoidanceVoxxed Days Thessaloniki 2016 - Documentation Avoidance
Voxxed Days Thessaloniki 2016 - Documentation Avoidance
 
10 Big Ideas from Industry
10 Big Ideas from Industry10 Big Ideas from Industry
10 Big Ideas from Industry
 
No, you don't need to learn python
No, you don't need to learn pythonNo, you don't need to learn python
No, you don't need to learn python
 
I Don't Code, Am I No Longer Useful
I Don't Code, Am I No Longer UsefulI Don't Code, Am I No Longer Useful
I Don't Code, Am I No Longer Useful
 
Code smells and Other Malodorous Software Odors
Code smells and Other Malodorous Software OdorsCode smells and Other Malodorous Software Odors
Code smells and Other Malodorous Software Odors
 
Introduction to Python
Introduction to PythonIntroduction to Python
Introduction to Python
 
Java basics
Java basicsJava basics
Java basics
 
Traits of a Good Engineer
Traits of a Good EngineerTraits of a Good Engineer
Traits of a Good Engineer
 
Stop fearing legacy code
Stop fearing legacy codeStop fearing legacy code
Stop fearing legacy code
 
10 tips to save you time and frustration while programming
10 tips to save you time and frustration while programming10 tips to save you time and frustration while programming
10 tips to save you time and frustration while programming
 
WordCamp US: Clean Code
WordCamp US: Clean CodeWordCamp US: Clean Code
WordCamp US: Clean Code
 
Future of Python Certified Professionals in Data Science and Artificial Intel...
Future of Python Certified Professionals in Data Science and Artificial Intel...Future of Python Certified Professionals in Data Science and Artificial Intel...
Future of Python Certified Professionals in Data Science and Artificial Intel...
 
An Ultimate Guide To Hire Python Developer
An Ultimate Guide To Hire Python DeveloperAn Ultimate Guide To Hire Python Developer
An Ultimate Guide To Hire Python Developer
 
Better Functional Design through TDD
Better Functional Design through TDDBetter Functional Design through TDD
Better Functional Design through TDD
 
Best practices in coding for beginners
Best practices in coding for beginnersBest practices in coding for beginners
Best practices in coding for beginners
 
Raising the Bar
Raising the BarRaising the Bar
Raising the Bar
 
Stop wasting-time-by-applying-clean-code-principles
Stop wasting-time-by-applying-clean-code-principlesStop wasting-time-by-applying-clean-code-principles
Stop wasting-time-by-applying-clean-code-principles
 
14 Habits of Great SQL Developers
14 Habits of Great SQL Developers14 Habits of Great SQL Developers
14 Habits of Great SQL Developers
 
Behind the buzzwords: using chatbots & AI for everyday wins!
Behind the buzzwords: using chatbots & AI for everyday wins!Behind the buzzwords: using chatbots & AI for everyday wins!
Behind the buzzwords: using chatbots & AI for everyday wins!
 
InftyReader and ChattyInfty Overview
InftyReader and ChattyInfty OverviewInftyReader and ChattyInfty Overview
InftyReader and ChattyInfty Overview
 

Mais de Peter Hilton

Naming guidelines for professional programmers
Naming guidelines for professional programmersNaming guidelines for professional programmers
Naming guidelines for professional programmersPeter Hilton
 
Process-oriented reactive service architecture
Process-oriented reactive service architectureProcess-oriented reactive service architecture
Process-oriented reactive service architecturePeter Hilton
 
Meeting-avoidance for self-managing developers
Meeting-avoidance for self-managing developersMeeting-avoidance for self-managing developers
Meeting-avoidance for self-managing developersPeter Hilton
 
Scaling business app development with Play and Scala
Scaling business app development with Play and ScalaScaling business app development with Play and Scala
Scaling business app development with Play and ScalaPeter Hilton
 
Play framework: lessons learned
Play framework: lessons learnedPlay framework: lessons learned
Play framework: lessons learnedPeter Hilton
 

Mais de Peter Hilton (6)

Naming guidelines for professional programmers
Naming guidelines for professional programmersNaming guidelines for professional programmers
Naming guidelines for professional programmers
 
Beautiful code
Beautiful codeBeautiful code
Beautiful code
 
Process-oriented reactive service architecture
Process-oriented reactive service architectureProcess-oriented reactive service architecture
Process-oriented reactive service architecture
 
Meeting-avoidance for self-managing developers
Meeting-avoidance for self-managing developersMeeting-avoidance for self-managing developers
Meeting-avoidance for self-managing developers
 
Scaling business app development with Play and Scala
Scaling business app development with Play and ScalaScaling business app development with Play and Scala
Scaling business app development with Play and Scala
 
Play framework: lessons learned
Play framework: lessons learnedPlay framework: lessons learned
Play framework: lessons learned
 

Último

A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Igalia
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 

Último (20)

A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
Raspberry Pi 5: Challenges and Solutions in Bringing up an OpenGL/Vulkan Driv...
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 

How to write maintainable code

  • 2. Wikimedia / CC BY-SA 3.0
  • 4.
  • 5. Scott Edmunds / CC BY 2.0 Modern languages give you all the toys
  • 6. Modern languages’ maintainable code problem 1. OOP and FP at the same time 2. Exceptionally expressive programming language 3. Rapid language development - major changes 4. Early-adopter culture 5. Computer science vs mathematics vs enterprise dev
 (a rich community but sometimes with conflicting goals) 6@PeterHilton •
  • 7.
  • 8. Causes of unmaintainable code We’re lazy. We’re too clever for our own good. (functional programmers especially) We should stop starting things and start finishing things (especially refactoring) 8@PeterHilton •
  • 9. Consequences of unmaintainable code 1. Higher cost to develop a new feature or fix a bug 2. Developers become unhappy and leave 3. Higher cost to hire new developers 4. Fewer good developers on the team 5. Code gets less maintainable 6. Go back to step 1 - enjoy the descent into legacy code hell 9@PeterHilton •
  • 10. Clean code & tests 
 to the rescue
  • 11. 11@PeterHilton • 1. Learn how to write unmaintainable code* 2. Don’t do that! * How To Write Unmaintainable Code,
 Roedy Green, Canadian Mind Products
 https://github.com/Droogans/unmaintainable-code
  • 12. Marks of unmaintainable code 1. Inconsistent code styles (OOP vs FP, Java vs Haskell) 2. Repetition 3. Too much abstraction (unnameable invented concepts) 4. Spaghetti code 5. Lasagne architecture (too many layers) 6. Inadequate tests (low coverage, incomprehensible) 12@PeterHilton •
  • 13. Use a consistent coding style Pick one way to use/avoid FP and OOP, and stick to it. This is easy, provided that you never: 1. learn anything new about your language 2. learn anything new about functional programming 3. learn anything new about programming 4. move to a newer language version 5. work with other people who have different backgrounds 13@PeterHilton •
  • 14.
  • 15. @PeterHilton • Learning to write clean code is the first step towards maintainable code There’s a book for that! However, the book isn’t perfect and doesn’t target Scala. 15
  • 16. Naming things 16@PeterHilton • Good names for everything are the key to clean code How hard can it be?* Use software tools, practice, get better at it. * see me afterwards if you don’t know any jokes about naming things being hard
  • 17.
  • 18. Piotr / CC BY 2.0
  • 19. Naming smells 19@PeterHilton • foo, data, object employee, employee2 acc, pos, a, i, T, U >=>, <*>, ¶ InvoiceManager, getPrice isOpen, dateCreated appointment_list, company_person shipment, order, journey 1. Meaningless and abstract names 2. Numeric suffixes 3. Abbreviated or short names 4. Symbolic names 5. Vague words 6. Vestigial Hungarian notation 7. Multiple words 8. Wrong names
  • 20. Adopting better naming practices Recognise and fix naming smells Start with meaning and intention Use words with precise meanings Prefer fewer words in names Never use abbreviations in names, except for id 20@PeterHilton •
  • 21. How to name things
 (the hardest problem in programming) 1. Learn to recognise bad naming 2. Refactor - rename bad names to better names 3. Improve your vocabulary by reading and gaming 4. Wield your thesaurus and dictionary 5. Adopt better naming practices 6. Learn to write 7. Tell jokes, especially puns - learn to spot ambiguity 21@PeterHilton •
  • 22. 3. Write clean code 4. Get better at naming
 22@PeterHilton •
  • 23. Explanatory functional tests Acceptance Test-Driven Development (ATDD) Behaviour-Driven Development (BDD) Specification by Example … use acceptance tests written in domain language,
 in collaboration with requirements stakeholders, that document system behaviour (in addition to unit tests) 23@PeterHilton •
  • 24. @PeterHilton • 24 ‘Like cheap wine, long paper documentation ages rapidly and leaves you with a bad headache if you try to use it a year after it was created. On the other hand, maintaining a system without any documentation also causes headaches.’
  • 25. 5. Write explanatory functional tests
 25@PeterHilton •
  • 26. How to write 
 maintainable code
  • 27. Clean code and good unit tests are great, but they’re not enough (this is the bad news) 27@PeterHilton •
  • 28. Clean code & tests are not enough Even if you could write clean code all the time (you can’t) your code still needs more explanation. You don’t have to repeat yourself to the compiler, but human learning requires repetition. 
 You have to repeat yourself to help people understand you. However, Uncle Bob is misleading about comments… 28@PeterHilton •
  • 29. Comments are the easiest way to document code. If you don’t have comments, you probably have no docs at all. 29@PeterHilton •
  • 30. Write good comments 1. Try to write good code first 2. Try to write a one-sentence comment 3. Refactor the code (make it easier to explain) 4. Delete unnecessary comments 5. Rewrite bad comments
 (all good writing requires rewriting) 6. Add detail where needed
 (which isn’t often) 30@PeterHilton •
  • 31. ‘Beware of DRY, the evil siren that tricks you into abstraction’ Martin Thompson a.k.a. @mjpt777 31@PeterHilton •
  • 32. @PeterHilton • Avoiding duplication at all costs may lead to incomprehensible abstractions. 32
  • 33. Too much abstraction Dogmatic adherence to do-not-repeat-yourself leads to too many abstractions. Most of these abstraction layers don’t correspond to the domain, so you can’t find good names for them. (Half probably aren’t abstractions anyway, just indirection) 33@PeterHilton •
  • 34. The Rule of Three ‘The first time you do something, you just do it. The second time you do something similar, you wince at the duplication, but you do the duplicate thing anyway. The third time you do something similar, you refactor.’ - Kevlin Henney https://vimeo.com/138863968 34@PeterHilton •
  • 35. 35@PeterHilton • 6. Apply The Rule of Three before you remove duplication
  • 36. 7. Accept that maintainable code costs more 36@PeterHilton •
  • 38. There’s not much point writing maintainable code if you don’t actually maintain it 38@PeterHilton •
  • 39. Proportion of clean code during software development%cleancode 0 25 50 75 100 number of lines of code April Untitled 3 Untitled 10 June Untitled 5 Untitled 8 Untitled 11 ‘We’ll clean it up later’ ‘There’s too much 
 code to clean it up’
  • 40. Clean code All of your code can be clean code, in theory… But this gets harder as the codebase grows Code falls off the maintenance cliff after around 100K lines This is more likely to happen with business applications than focused libraries for developers (Likely the strongest argument for external dependencies) 40@PeterHilton •
  • 41. http://cloc.sourceforge.net v 1.58
 ---------------------------------------------
 Language files blank comment code
 ---------------------------------------------
 Scala 287 8035 10396 28889
 Javascript 7 3032 4729 22150
 Java 99 2066 5075 7743
 HTML 45 271 0 1286
 XML 11 16 9 151
 CoffeeScript 2 8 9 16
 ---------------------------------------------
 SUM: 451 13428 20218 60235
 ---------------------------------------------
  • 42. formal continuous code review
 (pull requests) review meetings pair programming
  • 43. Constantly improve the code Take the Boy Scout Principle seriously (actually enforce it) Do code review on all changes Recognise code smells Refactor Even if you can’t win, you can lose more slowly 43@PeterHilton •
  • 44. 8. Keep the codebase small 9. Increase refactoring effort as it grows 44@PeterHilton •
  • 45. README-Driven Development 45@PeterHilton • ‘… we have projects with short, badly written, or entirely missing documentation… There must be some middle ground between reams of technical specifications and no specifications at all. And in fact there is. That middle ground is the humble Readme.’ http://tom.preston-werner.com/2010/08/23/readme-driven-development.html
  • 46. Write a project/project introduction Explain the system’s purpose (What is the business reason? Why are we here?) Describe the scope (What defines what the system does and doesn’t do?) Summarise what it does (What does it actually do? What is it for?) 46@PeterHilton •
  • 47. Detailed system documentation Most systems don’t need detailed documentation. Only complex systems require detailed documentation, e.g. Architecture diagram UML diagram Data dictionary Process model Business rules 47@PeterHilton •
  • 48. 10.Write the minimum viable documentation
 (the rest is waste) 48@PeterHilton •
  • 50. ‘Hell is other people’s code’* * Sartre didn’t actually say this 50@PeterHilton •
  • 51. Summary 51@PeterHilton • 1. Recognise unmaintainable code (and refactor) 2. Write clean code (and get better at naming) 3. Write acceptance tests that explain functionality 4. Apply The Rule of Three before you remove duplication 5. Accept that maintainable code costs more 6. Write docs and comments for the code you actually have 7. Keep the codebase small (or increase refactoring effort) 8. Write the minimum viable system documentation