![]() # Objective #16132 introduced entity cloning functionality, and while it works and is useful, it can be made faster. This is the promised follow-up to improve performance. ## Solution **PREFACE**: This is my first time writing `unsafe` in rust and I have only vague idea about what I'm doing. I would encourage reviewers to scrutinize `unsafe` parts in particular. The solution is to clone component data to an intermediate buffer and use `EntityWorldMut::insert_by_ids` to insert components without additional archetype moves. To facilitate this, `EntityCloner::clone_entity` now reads all components of the source entity and provides clone handlers with the ability to read component data straight from component storage using `read_source_component` and write to an intermediate buffer using `write_target_component`. `ComponentId` is used to check that requested type corresponds to the type available on source entity. Reflect-based handler is a little trickier to pull of: we only have `&dyn Reflect` and no direct access to the underlying data. `ReflectFromPtr` can be used to get `&dyn Reflect` from concrete component data, but to write it we need to create a clone of the underlying data using `Reflect`. For this reason only components that have `ReflectDefault` or `ReflectFromReflect` or `ReflectFromWorld` can be cloned, all other components will be skipped. The good news is that this is actually only a temporary limitation: once #13432 lands we will be able to clone component without requiring one of these `type data`s. This PR also introduces `entity_cloning` benchmark to better compare changes between the PR and main, you can see the results in the **showcase** section. ## Testing - All previous tests passing - Added test for fast reflect clone path (temporary, will be removed after reflection-based cloning lands) - Ran miri ## Showcase Here's a table demonstrating the improvement: | **benchmark** | **main, avg** | **PR, avg** | **change, avg** | | ----------------------- | ------------- | ----------- | --------------- | | many components reflect | 18.505 µs | 2.1351 µs | -89.095% | | hierarchy wide reflect* | 22.778 ms | 4.1875 ms | -81.616% | | hierarchy tall reflect* | 107.24 µs | 26.322 µs | -77.141% | | hierarchy many reflect | 78.533 ms | 9.7415 ms | -87.596% | | many components clone | 1.3633 µs | 758.17 ns | -45.937% | | hierarchy wide clone* | 2.7716 ms | 3.3411 ms | +20.546% | | hierarchy tall clone* | 17.646 µs | 20.190 µs | +17.379% | | hierarchy many clone | 5.8779 ms | 4.2650 ms | -27.439% | *: these benchmarks have entities with only 1 component ## Considerations Once #10154 is resolved a large part of the functionality in this PR will probably become obsolete. It might still be a little bit faster than using command batching, but the complexity might not be worth it. ## Migration Guide - `&EntityCloner` in component clone handlers is changed to `&mut ComponentCloneCtx` to better separate data. - Changed `EntityCloneHandler` from enum to struct and added convenience functions to add default clone and reflect handler more easily. --------- Co-authored-by: Alice Cecile <alice.i.cecile@gmail.com> Co-authored-by: Chris Russell <8494645+chescock@users.noreply.github.com> |
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README.md |
Bevy ECS
What is Bevy ECS?
Bevy ECS is an Entity Component System custom-built for the Bevy game engine. It aims to be simple to use, ergonomic, fast, massively parallel, opinionated, and featureful. It was created specifically for Bevy's needs, but it can easily be used as a standalone crate in other projects.
ECS
All app logic in Bevy uses the Entity Component System paradigm, which is often shortened to ECS. ECS is a software pattern that involves breaking your program up into Entities, Components, and Systems. Entities are unique "things" that are assigned groups of Components, which are then processed using Systems.
For example, one entity might have a Position
and Velocity
component, whereas another entity might have a Position
and UI
component. You might have a movement system that runs on all entities with a Position and Velocity component.
The ECS pattern encourages clean, decoupled designs by forcing you to break up your app data and logic into its core components. It also helps make your code faster by optimizing memory access patterns and making parallelism easier.
Concepts
Bevy ECS is Bevy's implementation of the ECS pattern. Unlike other Rust ECS implementations, which often require complex lifetimes, traits, builder patterns, or macros, Bevy ECS uses normal Rust data types for all of these concepts:
Components
Components are normal Rust structs. They are data stored in a World
and specific instances of Components correlate to Entities.
use bevy_ecs::prelude::*;
#[derive(Component)]
struct Position { x: f32, y: f32 }
Worlds
Entities, Components, and Resources are stored in a World
. Worlds, much like std::collections
's HashSet
and Vec
, expose operations to insert, read, write, and remove the data they store.
use bevy_ecs::world::World;
let world = World::default();
Entities
Entities are unique identifiers that correlate to zero or more Components.
use bevy_ecs::prelude::*;
#[derive(Component)]
struct Position { x: f32, y: f32 }
#[derive(Component)]
struct Velocity { x: f32, y: f32 }
let mut world = World::new();
let entity = world
.spawn((Position { x: 0.0, y: 0.0 }, Velocity { x: 1.0, y: 0.0 }))
.id();
let entity_ref = world.entity(entity);
let position = entity_ref.get::<Position>().unwrap();
let velocity = entity_ref.get::<Velocity>().unwrap();
Systems
Systems are normal Rust functions. Thanks to the Rust type system, Bevy ECS can use function parameter types to determine what data needs to be sent to the system. It also uses this "data access" information to determine what Systems can run in parallel with each other.
use bevy_ecs::prelude::*;
#[derive(Component)]
struct Position { x: f32, y: f32 }
fn print_position(query: Query<(Entity, &Position)>) {
for (entity, position) in &query {
println!("Entity {:?} is at position: x {}, y {}", entity, position.x, position.y);
}
}
Resources
Apps often require unique resources, such as asset collections, renderers, audio servers, time, etc. Bevy ECS makes this pattern a first class citizen. Resource
is a special kind of component that does not belong to any entity. Instead, it is identified uniquely by its type:
use bevy_ecs::prelude::*;
#[derive(Resource, Default)]
struct Time {
seconds: f32,
}
let mut world = World::new();
world.insert_resource(Time::default());
let time = world.get_resource::<Time>().unwrap();
// You can also access resources from Systems
fn print_time(time: Res<Time>) {
println!("{}", time.seconds);
}
Schedules
Schedules run a set of Systems according to some execution strategy. Systems can be added to any number of System Sets, which are used to control their scheduling metadata.
The built in "parallel executor" considers dependencies between systems and (by default) run as many of them in parallel as possible. This maximizes performance, while keeping the system execution safe. To control the system ordering, define explicit dependencies between systems and their sets.
Using Bevy ECS
Bevy ECS should feel very natural for those familiar with Rust syntax:
use bevy_ecs::prelude::*;
#[derive(Component)]
struct Position { x: f32, y: f32 }
#[derive(Component)]
struct Velocity { x: f32, y: f32 }
// This system moves each entity with a Position and Velocity component
fn movement(mut query: Query<(&mut Position, &Velocity)>) {
for (mut position, velocity) in &mut query {
position.x += velocity.x;
position.y += velocity.y;
}
}
fn main() {
// Create a new empty World to hold our Entities and Components
let mut world = World::new();
// Spawn an entity with Position and Velocity components
world.spawn((
Position { x: 0.0, y: 0.0 },
Velocity { x: 1.0, y: 0.0 },
));
// Create a new Schedule, which defines an execution strategy for Systems
let mut schedule = Schedule::default();
// Add our system to the schedule
schedule.add_systems(movement);
// Run the schedule once. If your app has a "loop", you would run this once per loop
schedule.run(&mut world);
}
Features
Query Filters
use bevy_ecs::prelude::*;
#[derive(Component)]
struct Position { x: f32, y: f32 }
#[derive(Component)]
struct Player;
#[derive(Component)]
struct Alive;
// Gets the Position component of all Entities with Player component and without the Alive
// component.
fn system(query: Query<&Position, (With<Player>, Without<Alive>)>) {
for position in &query {
}
}
Change Detection
Bevy ECS tracks all changes to Components and Resources.
Queries can filter for changed Components:
use bevy_ecs::prelude::*;
#[derive(Component)]
struct Position { x: f32, y: f32 }
#[derive(Component)]
struct Velocity { x: f32, y: f32 }
// Gets the Position component of all Entities whose Velocity has changed since the last run of the System
fn system_changed(query: Query<&Position, Changed<Velocity>>) {
for position in &query {
}
}
// Gets the Position component of all Entities that had a Velocity component added since the last run of the System
fn system_added(query: Query<&Position, Added<Velocity>>) {
for position in &query {
}
}
Resources also expose change state:
use bevy_ecs::prelude::*;
#[derive(Resource)]
struct Time(f32);
// Prints "time changed!" if the Time resource has changed since the last run of the System
fn system(time: Res<Time>) {
if time.is_changed() {
println!("time changed!");
}
}
Component Storage
Bevy ECS supports multiple component storage types.
Components can be stored in:
- Tables: Fast and cache friendly iteration, but slower adding and removing of components. This is the default storage type.
- Sparse Sets: Fast adding and removing of components, but slower iteration.
Component storage types are configurable, and they default to table storage if the storage is not manually defined.
use bevy_ecs::prelude::*;
#[derive(Component)]
struct TableStoredComponent;
#[derive(Component)]
#[component(storage = "SparseSet")]
struct SparseStoredComponent;
Component Bundles
Define sets of Components that should be added together.
use bevy_ecs::prelude::*;
#[derive(Default, Component)]
struct Player;
#[derive(Default, Component)]
struct Position { x: f32, y: f32 }
#[derive(Default, Component)]
struct Velocity { x: f32, y: f32 }
#[derive(Bundle, Default)]
struct PlayerBundle {
player: Player,
position: Position,
velocity: Velocity,
}
let mut world = World::new();
// Spawn a new entity and insert the default PlayerBundle
world.spawn(PlayerBundle::default());
// Bundles play well with Rust's struct update syntax
world.spawn(PlayerBundle {
position: Position { x: 1.0, y: 1.0 },
..Default::default()
});
Events
Events offer a communication channel between one or more systems. Events can be sent using the system parameter EventWriter
and received with EventReader
.
use bevy_ecs::prelude::*;
#[derive(Event)]
struct MyEvent {
message: String,
}
fn writer(mut writer: EventWriter<MyEvent>) {
writer.send(MyEvent {
message: "hello!".to_string(),
});
}
fn reader(mut reader: EventReader<MyEvent>) {
for event in reader.read() {
}
}
Observers
Observers are systems that listen for a "trigger" of a specific Event
:
use bevy_ecs::prelude::*;
#[derive(Event)]
struct MyEvent {
message: String
}
let mut world = World::new();
world.add_observer(|trigger: Trigger<MyEvent>| {
println!("{}", trigger.event().message);
});
world.flush();
world.trigger(MyEvent {
message: "hello!".to_string(),
});
These differ from EventReader
and EventWriter
in that they are "reactive". Rather than happening at a specific point in a schedule, they happen immediately whenever a trigger happens. Triggers can trigger other triggers, and they all will be evaluated at the same time!
Events can also be triggered to target specific entities:
use bevy_ecs::prelude::*;
#[derive(Event)]
struct Explode;
let mut world = World::new();
let entity = world.spawn_empty().id();
world.add_observer(|trigger: Trigger<Explode>, mut commands: Commands| {
println!("Entity {:?} goes BOOM!", trigger.target());
commands.entity(trigger.target()).despawn();
});
world.flush();
world.trigger_targets(Explode, entity);