entity component systems
TRANSCRIPT
Entity Component SystemsYos Riady yos.io
goo.gl/ECeFOI
A walkthrough of an ECS implementation in Elixir
A high-level overview of Entity Component Systems
Background
Drawbacks of traditional OOP / inheritance style code
ECS Examples Code Next Steps
Real life applications and examples of ECS in action
Further learning, future improvements, and conclusion
A walkthrough of an ECS implementation in Elixir
A high-level overview of Entity Component Systems
Background
Drawbacks of traditional OOP / inheritance style code
ECS Examples Code Next Steps
Real life applications and examples of ECS in action
Further learning, future improvements, and conclusion
Animal
hop()
Bunny
swim()
Whale
GameObject
kill()
Killer Whale
Animal
hop()
Bunny
swim()
Whale
hop()kill()
Killer Bunny
GameObject
kill()
Killer Whale
The challenges with inheritance
The Blob Antipattern
A huge single root class with a large amount of functionality.
Subclasses become overburdened with unneeded functionality.
Deep Rigid HierarchiesThe Diamond Problem
A walkthrough of an ECS implementation in Elixir
A high-level overview of Entity Component Systems
Background
Drawbacks of traditional OOP / inheritance style code
ECS Examples Code Next Steps
Real life applications and examples of ECS in action
Further learning, future improvements, and conclusion
Entity Component Systems
● Originally used in game development○ Tendency to end up with very complex / monolithic classes when using inheritance○ Thief, Dungeon Siege, Caves of Qud, roguelikes
● Attempts to solve issues due to deep hierarchies○ Composition over inheritance
● Based on three key abstractions○ Entity○ Component○ System
Entity Component Systems
Component
Components are minimal, reusable data objects that are plugged into entities to support some behaviour.
A Component itself has no behaviour.
A Components tags an entity with a single quality.
Typically a struct or dictionary.
The “qualities” or “aspects”of a thing
What qualities might a bunny have?
What components might a bunny have?Placeable- int x- int y- int z
Huggable- int fluffiness
Consumable- float calories
Seeing- int sight_radius- boolean night_vision?
Living- float health- float age
Hopping- int hop_distance
Physical- int height- int width- int length
Entities are very simple.
Entities are globally unique IDs.
Entities has no actual data or behaviour.
Entity are solely the sum of its components.
A Component gives an Entity its data.
EntityAn aggregation of Components
The bunny entity
The bunny entityPlaceable- int x- int y- int z
Huggable- int fluffiness
Consumable- float calories
Seeing- int sight_radius- boolean night_vision?
Living- float health- float age
Hopping- int hop_distance
Physical- int height- int width- int length
The carrot entityPlaceable- int x- int y- int z
Consumable- float calories
Physical- int height- int width- int length
The ghost entityPlaceable- int x- int y- int z
Spooky- int spookiness
Seeing- int sight_radius- boolean night_vision?
Systems run continuously and iterate over all Components of its type.
Systems read and write the state of Components, resulting in behaviour.
By transitive property, Systems give Entities behaviour.
Could be a distributed worker pool.
SystemBrings entities and components
to life
How does a bunny behave?Placeable- x 5- y -2- z 10
Living- age 2.00
Placeable- x 5- y -2- z 0
Living- age 2.01
“Fall” “Age”
How does a bunny behave?Placeable- x 5- y -2- z 10
Living- age 2.00
Placeable- x 5- y -2- z 0
Living- age 2.01
“Fall” “Age”GravitySystem Time
System
Data flow in ECS
GravitySystem
Placeable- x- y- z
Placeable- x- y- z
Placeable- x- y- z
Placeable- x- y- z
Placeable- x- y- z
External Event Stream i.e. Time, Player Input
Acquires behaviour through changes in component states.
Reads the continuously changing state of its components.
Listens to system events, updates its state.
Stores data, which gets updated in response to events from systems.
Listens to outside events, publishes updates to components
Provides the logic that manipulates the data encapsulated in components.
Data flow in ECS
System Component Entity
The spreadsheet analogy for ECS
The spreadsheet analogy for ECS
● Good decoupling, helps divide your monolithic classes● Clear separation of responsibility
○ Encourages small interfaces○ Entity.build([PlayerInputComponent])
● Easy reuse and composability○ Entity.build([FlyingComponent])○ Entity.build([FlyingComponent, SeeingComponent])
● Straightforward unit testing and mocking○ Substitute components with mocked components at runtime
● Separates data from functions that act on it● Runtime object definition● Parallelizable
Advantages of ECS
● Most people have never even heard of this pattern● Handling interprocess communication introduces complexity● Inter-Component communication
○ What happens when a system needs to access multiple components?
● Inter-System communication○ What happens when two systems need to access the same component?
● Not as concretely defined as other patterns such as MVC ○ There are a multitude of ways to implement ECS
● Instantiation of entities is more involved○ Who wires up the components?○ Does the entity itself creates its own components?○ Does outside code provides the components?
Challenges of ECS
A walkthrough of an ECS implementation in Elixir
A high-level overview of Entity Component Systems
Background
Drawbacks of traditional OOP / inheritance style code
ECS Examples Code Next Steps
Real life applications and examples of ECS in action
Further learning, future improvements, and conclusion
ECS in the Real World
A walkthrough of an ECS implementation in Elixir
A high-level overview of Entity Component Systems
Background
Drawbacks of traditional OOP / inheritance style code
ECS Examples Code Next Steps
Real life applications and examples of ECS in action
Further learning, future improvements, and conclusion
Entity Component Systems in Elixir
What is Elixir?
● Language that compiles to Erlang● Built on top of the famed Erlang VM (“nine 9s of reliability”)
○ Traditionally used for telecommunications by Ericsson○ WhatsApp, Facebook Messenger, RabbitMQ, Riak
● Built-in concurrency abstractions (Actor model and OTP)● A pleasant, modern syntax similar to Ruby● Immutable and Functional● Gradual types● Pattern Matching● Interop with Erlang● Metaprogramming through Macros
The Actor Model
● Actors are computational entities that can:○ Send messages○ Receive messages○ Create other actors
● Elixir processes○ The key abstraction of Elixir’s concurrency model (Demo)
● Erlang OTP○ Battle-tested patterns for building distributed, fault-tolerance
applications○ GenServer
Component A struct containing state attributes
SystemA GenServer
EntityA struct with string id and a collection of Component PIDs
An ECS implementation in Elixir
Demo
A walkthrough of an ECS implementation in Elixir
A high-level overview of Entity Component Systems
Background
Drawbacks of traditional OOP / inheritance style code
ECS Examples Code Next Steps
Real life applications and examples of ECS in action
Further learning, future improvements, and conclusion
Next Steps
ECS is an overlooked architectural pattern that overcomes some of the drawbacks of OOP-style inheritance, and is a great fit for distributed systems.
Branching out into unfamiliar domains is a fruitful source of new ideas and patterns to write better software.
“The worst case:The next generation of programmers grows up only being shown one way of thinking about programming. So they kind of work on that way of programming—they flesh out all the details, they, you know, kind of solve that particular model of programming. They’ve figured it all out. And then they teach that to the next generation. So that second generation then grows up thinking: “Oh, it’s all been figured out. We know what programming is. We know what we’re doing.”
So the most dangerous thought that you can have as a creative person is to think that you know what you’re doing. Because once you think you know what you’re doing, you stop looking around for other ways of doing things.
If you want to be open or receptive to new ways of thinking, to invent new ways of thinking, I think the first step is you have to say to yourself, “I don’t know what I’m doing. We as a field don’t know what we’re doing.”
”
Bret Victor, on the Future of Programminghttps://vimeo.com/71278954
Next Steps
