Describes a program that has its logic defined largely in data rather than in compiled code. Ideally, this would permit the user to edit their code and resources using offline tools and have the program hot-reload the changes at run-time for instant feedback without the need for recompilation. The bare minimum qualification for a data-driven program is the ability to read external content (text files, scripts, byte streams) and mutate its behavior accordingly.
Not to be confused with data-driven design, data-oriented programming is a programming paradigm, like object-oriented programming (OOP) or procedural programming. Where OOP focuses on modeling a problem in terms of interacting objects, and procedural programming tries to model a problem in terms of sequential or recursive steps or procedures, data-oriented programming shifts the focus towards the data being operated on: the data type, its memory layout, how it will be processed. Software written in a data-oriented manner tends toward high-throughput pipelining, modularity, separation of concerns, and massive parallelism. If architected correctly, data-oriented software can be very cache-friendly and easy to scale on systems with multiple cores.
Note: Data-oriented programming does not necessarily imply that a program is data-driven. Data-driven behavior can be implemented with any programming approach you like.
Entity-component-system (ECS) model
Describes a game programming design pattern invented as a reaction to the deep-rooted problems with using inheritance (is-a relationship) to represent game objects, including the deadly diamond of death and god objects. The inheritance-based approach was especially common in the game industry during the 1990's and early 2000's.
This alternative model makes use of composition (has-a relationship) instead of inheritance to represent objects in the game world, flattening the hierarchy and eliminating the problems above, while increasing flexibility. The holistic ECS approach is broken into three key pieces:
- Entity: Represents a single object in the game world. Has no functionality on its own. The world owns a collection of entities (either in a flat list or a hierarchy). Each entity has a unique identifier or name, for the sake of ease of use.
- Component: A plain-old-data structure that describes a certain trait an
entity can have. Can be "attached" to entities to grant them certain
abilities, e.g. a
Lightcomponent contains parameters to make an entity glow, or a
Collidablecomponent can grant an entity collision detection properties. These components do not have any logic. They contain only data.
- System: This is where the magic happens! Systems are centralized game engine
subsystems that perform a specific function, such as rendering, physics, audio,
etc. Every frame, they process each entity in the game world looking for
components that are relevant to them, reading their contents, and performing
actions. For example, a
Renderingsystem could search for all entities that have
Emittercomponents and draw them to the screen.
This approach could potentially be stretched to fit the model-view-controller
(MVC) paradigm popular in GUI and Web development circles: entities and
components together represent the model, and systems represent either views
Audio) or controllers (
Physics), depending on
Another great advantage of the ECS model is the ability to rapidly prototype a game simply by describing objects' characteristics in terms of creating entities and attaching components to them, with very little game code involved. And all of this data can be easily serialized or de-serialized into a human-friendly plain text format like RON (Json derivative).