bevy/crates/bevy_ecs
eugineerd 20049d4c34
Faster entity cloning (#16717)
# 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>
2024-12-18 20:03:39 +00:00
..
compile_fail bevy_ecs: Replace panics in QueryData derive compile errors (#15691) 2024-10-07 16:30:34 +00:00
examples Add core and alloc over std Lints (#15281) 2024-09-27 00:59:59 +00:00
macros Replace impl_param_set proc macro with a macro_rules macro (#16847) 2024-12-18 18:30:46 +00:00
src Faster entity cloning (#16717) 2024-12-18 20:03:39 +00:00
Cargo.toml Faster entity cloning (#16717) 2024-12-18 20:03:39 +00:00
README.md Rename trigger.entity() to trigger.target() (#16716) 2024-12-08 21:55:09 +00:00

Bevy ECS

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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);