SlideShare a Scribd company logo
1 of 89
My first year with event-
sourcing
2018-05-03 DeventerPHP
Tim Huijzers
@Dragem
Developer @
drukwerkdeal.nl
Deventer NL
BeerWarehouse
Why use Event Sourcing
CRUD
We will save a new entry in our system because
we just bought it and will store it in the fridge for
later.
If we change the location the system only knows
about that location.
We drank it so it’s not in the system anymore
We want to keep a history of everything we
drank.
I want to know when I drank this in my history.
But that’s only for new beers.
Events
Same Information as before + Explicit action
about what happened
Make Small Events
Removed Location and changed name because
in the real world you might not know this yet.
When returning home I put the beer in my fridge
I need room in my fridge so I take it out. Using
the same Event
And at last a event about when I consumed it.
Crud
● I know what beer I have.
● I know when it was consumed.
● I know where it is.
Event-Sourcing
● I know what beer I have.
● I know when it was consumed.
● I know where it is.
● I know where it was before.
● I know when it was moved.
● I know where it was at any point in
time
● I know how many times it was moved.
● I know when it was added to the
system.
● I know what else was moved in that
day.
“Every software program relates to
some activity or interest of its user.”
Eric Evans, Domain-Driven Design: Tackling Complexity
in the Heart of Software
DDD
Some Principles
● Ubiquitous Language
● Entities
● Value Objects
● Aggregates
● Bounded Context
● Domain Events
“To communicate effectively, the
code must be based on the same
language used to write the
requirements - the same language
that the developers speak with each
other and with domain experts.”
Eric Evans, Domain-Driven Design: Tackling Complexity
in the Heart of Software
When To Use Event Sourcing
● You need an audit log
● You like scalability
● You want to separate the read and write of an application
● You want to replay event on a dev machine to get an accurate
situation of what the state was at a point in time.
● You want reporting but don’t know what yet.
● You are done with mapping objects to tables
When NOT To Use Event Sourcing
● You only need a simple CRUD system.
● You are processing a lot of personal data.
● You just want to query a lot of things on the DB
● You are starting on a big project for production
CQRS
“Every method should either be a
command that performs an action, or
a query that returns data to the caller,
but not both. In other words, Asking a
question should not change the
answer.”
Bertrand Meyer, Object-oriented Software Construction
Command
Query
Event Sourcing in code
Prooph
http://getprooph.org/
Command
Command Handler
Aggregate
Event
Back to the Aggregate
Think About Side Effects
Structuring your application
Understanding the DB
How many beers do I have?
How many different styles do I have?
How many beers have I drank last 30
days?
Projection
A Projection allows you to loop through all event (past and present) and build your
own views.
● Read Model
○ Define the data you would like to use.
● Projection
○ Loops through the events and applies that data to your view
● Finder
○ Helps you find data from that view.
Pitfalls
Refactoring is harder, think about
your architecture
Versioning
● Change an Event
● Make a new Event
● Make the Event right from the start
Something wrong with the event
Event are immutable, So don’t change them
● Try solving it another way first.
● Correct errors with new events
● Try a upcaster
● Make a new stream and fill it with mutated events (and test)
● Change the events in the database
What Now?
http://getprooph.org/
Snapshots
You Do Not Need Snapshots From
The start
Trigger on Event Count
Pure Event Sourcing Is Not A Holy
Grail
Do Not Save Personal Data In Events
Make Projections For All You Lists
Try It In A Hackathon First
Most Of The Time Your DB Is Not
Holy
But I want to start yesterday!
https://github.com/prooph/proophessor-do-symfony
http://getprooph.org/
Other Tools
● Broadway
○ No Upcaster,
○ No Snapshots,
○ No Replaying
● Axon
○ Upcasting by MessageFactory,
○ Snapshots by Trigger on event count,
○ Replaying by Example code for replay
● Akka
○ Upcasting by Event Adapter,
○ Snapshots decided by actor,
○ Replaying
Thanks, Any Questions?
Example code from talk on:
https://github.com/webbaard/BeerWarehouse

More Related Content

Similar to My first year with event-sourcing - an introduction to concepts and best practices

Scalable, good, cheap
Scalable, good, cheapScalable, good, cheap
Scalable, good, cheapMarc Cluet
 
Destination Documentation: How Not to Get Lost in Your Org
Destination Documentation: How Not to Get Lost in Your OrgDestination Documentation: How Not to Get Lost in Your Org
Destination Documentation: How Not to Get Lost in Your Orgcsupilowski
 
Flink Forward San Francisco 2018: Gregory Fee - "Bootstrapping State In Apach...
Flink Forward San Francisco 2018: Gregory Fee - "Bootstrapping State In Apach...Flink Forward San Francisco 2018: Gregory Fee - "Bootstrapping State In Apach...
Flink Forward San Francisco 2018: Gregory Fee - "Bootstrapping State In Apach...Flink Forward
 
Running Neo4j in Production: Tips, Tricks and Optimizations
Running Neo4j in Production:  Tips, Tricks and OptimizationsRunning Neo4j in Production:  Tips, Tricks and Optimizations
Running Neo4j in Production: Tips, Tricks and OptimizationsNick Manning
 
Running Neo4j in Production: Tips, Tricks and Optimizations
Running Neo4j in Production:  Tips, Tricks and OptimizationsRunning Neo4j in Production:  Tips, Tricks and Optimizations
Running Neo4j in Production: Tips, Tricks and OptimizationsNick Manning
 
Data Con LA 2018 - Enabling real-time exploration and analytics at scale at H...
Data Con LA 2018 - Enabling real-time exploration and analytics at scale at H...Data Con LA 2018 - Enabling real-time exploration and analytics at scale at H...
Data Con LA 2018 - Enabling real-time exploration and analytics at scale at H...Data Con LA
 
Event storage in a distributed system
Event storage in a distributed systemEvent storage in a distributed system
Event storage in a distributed systemSteve Pember
 
Turning the web stack upside down rethinking how data flows through systems
Turning the web stack upside down  rethinking how data flows through systemsTurning the web stack upside down  rethinking how data flows through systems
Turning the web stack upside down rethinking how data flows through systemsPaolo Negri
 
Engage 2019: The good, the bad and the ugly: a not so objective view on front...
Engage 2019: The good, the bad and the ugly: a not so objective view on front...Engage 2019: The good, the bad and the ugly: a not so objective view on front...
Engage 2019: The good, the bad and the ugly: a not so objective view on front...Frank van der Linden
 
Piano Media - approach to data gathering and processing
Piano Media - approach to data gathering and processingPiano Media - approach to data gathering and processing
Piano Media - approach to data gathering and processingMartinStrycek
 
Drools5 Community Training Module 5 Drools BLIP Architectural Overview + Demos
Drools5 Community Training Module 5 Drools BLIP Architectural Overview + DemosDrools5 Community Training Module 5 Drools BLIP Architectural Overview + Demos
Drools5 Community Training Module 5 Drools BLIP Architectural Overview + DemosMauricio (Salaboy) Salatino
 
Data Science in the Cloud @StitchFix
Data Science in the Cloud @StitchFixData Science in the Cloud @StitchFix
Data Science in the Cloud @StitchFixC4Media
 
Data analysis in JavaScript
Data analysis in JavaScriptData analysis in JavaScript
Data analysis in JavaScriptAshley Davis
 
WEBINAR: Proven Patterns for Loading Test Data for Managed Package Testing
WEBINAR: Proven Patterns for Loading Test Data for Managed Package TestingWEBINAR: Proven Patterns for Loading Test Data for Managed Package Testing
WEBINAR: Proven Patterns for Loading Test Data for Managed Package TestingCodeScience
 
Simplified News Analytics in Presidential Election with Google Cloud Platform
Simplified News Analytics in Presidential Election with Google Cloud PlatformSimplified News Analytics in Presidential Election with Google Cloud Platform
Simplified News Analytics in Presidential Election with Google Cloud PlatformImre Nagi
 
Measure everything you can
Measure everything you canMeasure everything you can
Measure everything you canRicardo Bánffy
 
Building Data Apps with Python
Building Data Apps with PythonBuilding Data Apps with Python
Building Data Apps with PythonBenjamin Bengfort
 

Similar to My first year with event-sourcing - an introduction to concepts and best practices (20)

Scalable, good, cheap
Scalable, good, cheapScalable, good, cheap
Scalable, good, cheap
 
Advance Features of Hibernate
Advance Features of HibernateAdvance Features of Hibernate
Advance Features of Hibernate
 
Destination Documentation: How Not to Get Lost in Your Org
Destination Documentation: How Not to Get Lost in Your OrgDestination Documentation: How Not to Get Lost in Your Org
Destination Documentation: How Not to Get Lost in Your Org
 
Flink Forward San Francisco 2018: Gregory Fee - "Bootstrapping State In Apach...
Flink Forward San Francisco 2018: Gregory Fee - "Bootstrapping State In Apach...Flink Forward San Francisco 2018: Gregory Fee - "Bootstrapping State In Apach...
Flink Forward San Francisco 2018: Gregory Fee - "Bootstrapping State In Apach...
 
Running Neo4j in Production: Tips, Tricks and Optimizations
Running Neo4j in Production:  Tips, Tricks and OptimizationsRunning Neo4j in Production:  Tips, Tricks and Optimizations
Running Neo4j in Production: Tips, Tricks and Optimizations
 
Running Neo4j in Production: Tips, Tricks and Optimizations
Running Neo4j in Production:  Tips, Tricks and OptimizationsRunning Neo4j in Production:  Tips, Tricks and Optimizations
Running Neo4j in Production: Tips, Tricks and Optimizations
 
Data Con LA 2018 - Enabling real-time exploration and analytics at scale at H...
Data Con LA 2018 - Enabling real-time exploration and analytics at scale at H...Data Con LA 2018 - Enabling real-time exploration and analytics at scale at H...
Data Con LA 2018 - Enabling real-time exploration and analytics at scale at H...
 
Event storage in a distributed system
Event storage in a distributed systemEvent storage in a distributed system
Event storage in a distributed system
 
Turning the web stack upside down rethinking how data flows through systems
Turning the web stack upside down  rethinking how data flows through systemsTurning the web stack upside down  rethinking how data flows through systems
Turning the web stack upside down rethinking how data flows through systems
 
Scrum + bdd + ddd
Scrum + bdd + dddScrum + bdd + ddd
Scrum + bdd + ddd
 
Engage 2019: The good, the bad and the ugly: a not so objective view on front...
Engage 2019: The good, the bad and the ugly: a not so objective view on front...Engage 2019: The good, the bad and the ugly: a not so objective view on front...
Engage 2019: The good, the bad and the ugly: a not so objective view on front...
 
Piano Media - approach to data gathering and processing
Piano Media - approach to data gathering and processingPiano Media - approach to data gathering and processing
Piano Media - approach to data gathering and processing
 
Drools5 Community Training Module 5 Drools BLIP Architectural Overview + Demos
Drools5 Community Training Module 5 Drools BLIP Architectural Overview + DemosDrools5 Community Training Module 5 Drools BLIP Architectural Overview + Demos
Drools5 Community Training Module 5 Drools BLIP Architectural Overview + Demos
 
Devops For Drupal
Devops  For DrupalDevops  For Drupal
Devops For Drupal
 
Data Science in the Cloud @StitchFix
Data Science in the Cloud @StitchFixData Science in the Cloud @StitchFix
Data Science in the Cloud @StitchFix
 
Data analysis in JavaScript
Data analysis in JavaScriptData analysis in JavaScript
Data analysis in JavaScript
 
WEBINAR: Proven Patterns for Loading Test Data for Managed Package Testing
WEBINAR: Proven Patterns for Loading Test Data for Managed Package TestingWEBINAR: Proven Patterns for Loading Test Data for Managed Package Testing
WEBINAR: Proven Patterns for Loading Test Data for Managed Package Testing
 
Simplified News Analytics in Presidential Election with Google Cloud Platform
Simplified News Analytics in Presidential Election with Google Cloud PlatformSimplified News Analytics in Presidential Election with Google Cloud Platform
Simplified News Analytics in Presidential Election with Google Cloud Platform
 
Measure everything you can
Measure everything you canMeasure everything you can
Measure everything you can
 
Building Data Apps with Python
Building Data Apps with PythonBuilding Data Apps with Python
Building Data Apps with Python
 

Recently uploaded

Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfLearn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfkalichargn70th171
 
Unit 1.1 Excite Part 1, class 9, cbse...
Unit 1.1 Excite Part 1, class 9, cbse...Unit 1.1 Excite Part 1, class 9, cbse...
Unit 1.1 Excite Part 1, class 9, cbse...aditisharan08
 
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdfThe Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdfkalichargn70th171
 
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...stazi3110
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxbodapatigopi8531
 
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...soniya singh
 
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...MyIntelliSource, Inc.
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdfWave PLM
 
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...Christina Lin
 
why an Opensea Clone Script might be your perfect match.pdf
why an Opensea Clone Script might be your perfect match.pdfwhy an Opensea Clone Script might be your perfect match.pdf
why an Opensea Clone Script might be your perfect match.pdfjoe51371421
 
Professional Resume Template for Software Developers
Professional Resume Template for Software DevelopersProfessional Resume Template for Software Developers
Professional Resume Template for Software DevelopersVinodh Ram
 
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsUnveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsAlberto González Trastoy
 
Asset Management Software - Infographic
Asset Management Software - InfographicAsset Management Software - Infographic
Asset Management Software - InfographicHr365.us smith
 
Advancing Engineering with AI through the Next Generation of Strategic Projec...
Advancing Engineering with AI through the Next Generation of Strategic Projec...Advancing Engineering with AI through the Next Generation of Strategic Projec...
Advancing Engineering with AI through the Next Generation of Strategic Projec...OnePlan Solutions
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comFatema Valibhai
 
Unlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language ModelsUnlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language Modelsaagamshah0812
 
chapter--4-software-project-planning.ppt
chapter--4-software-project-planning.pptchapter--4-software-project-planning.ppt
chapter--4-software-project-planning.pptkotipi9215
 
EY_Graph Database Powered Sustainability
EY_Graph Database Powered SustainabilityEY_Graph Database Powered Sustainability
EY_Graph Database Powered SustainabilityNeo4j
 
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...gurkirankumar98700
 

Recently uploaded (20)

Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfLearn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
 
Unit 1.1 Excite Part 1, class 9, cbse...
Unit 1.1 Excite Part 1, class 9, cbse...Unit 1.1 Excite Part 1, class 9, cbse...
Unit 1.1 Excite Part 1, class 9, cbse...
 
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdfThe Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
The Essentials of Digital Experience Monitoring_ A Comprehensive Guide.pdf
 
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
Building a General PDE Solving Framework with Symbolic-Numeric Scientific Mac...
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptx
 
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
 
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
 
5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf5 Signs You Need a Fashion PLM Software.pdf
5 Signs You Need a Fashion PLM Software.pdf
 
Exploring iOS App Development: Simplifying the Process
Exploring iOS App Development: Simplifying the ProcessExploring iOS App Development: Simplifying the Process
Exploring iOS App Development: Simplifying the Process
 
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
 
why an Opensea Clone Script might be your perfect match.pdf
why an Opensea Clone Script might be your perfect match.pdfwhy an Opensea Clone Script might be your perfect match.pdf
why an Opensea Clone Script might be your perfect match.pdf
 
Professional Resume Template for Software Developers
Professional Resume Template for Software DevelopersProfessional Resume Template for Software Developers
Professional Resume Template for Software Developers
 
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsUnveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
 
Asset Management Software - Infographic
Asset Management Software - InfographicAsset Management Software - Infographic
Asset Management Software - Infographic
 
Advancing Engineering with AI through the Next Generation of Strategic Projec...
Advancing Engineering with AI through the Next Generation of Strategic Projec...Advancing Engineering with AI through the Next Generation of Strategic Projec...
Advancing Engineering with AI through the Next Generation of Strategic Projec...
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.com
 
Unlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language ModelsUnlocking the Future of AI Agents with Large Language Models
Unlocking the Future of AI Agents with Large Language Models
 
chapter--4-software-project-planning.ppt
chapter--4-software-project-planning.pptchapter--4-software-project-planning.ppt
chapter--4-software-project-planning.ppt
 
EY_Graph Database Powered Sustainability
EY_Graph Database Powered SustainabilityEY_Graph Database Powered Sustainability
EY_Graph Database Powered Sustainability
 
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
 

My first year with event-sourcing - an introduction to concepts and best practices