bevy/crates/bevy_ecs
Adam 9bda913e36
Remove redundent information and optimize dynamic allocations in Table (#12929)
# Objective

- fix #12853
- Make `Table::allocate` faster

## Solution
The PR consists of multiple steps:

1) For the component data: create a new data-structure that's similar to
`BlobVec` but doesn't store `len` & `capacity` inside of it: "BlobArray"
(name suggestions welcome)
2) For the `Tick` data: create a new data-structure that's similar to
`ThinSlicePtr` but supports dynamic reallocation: "ThinArrayPtr" (name
suggestions welcome)
3) Create a new data-structure that's very similar to `Column` that
doesn't store `len` & `capacity` inside of it: "ThinColumn"
4) Adjust the `Table` implementation to use `ThinColumn` instead of
`Column`

The result is that only one set of `len` & `capacity` is stored in
`Table`, in `Table::entities`

### Notes Regarding Performance
Apart from shaving off some excess memory in `Table`, the changes have
also brought noteworthy performance improvements:
The previous implementation relied on `Vec::reserve` &
`BlobVec::reserve`, but that redundantly repeated the same if statement
(`capacity` == `len`). Now that check could be made at the `Table` level
because the capacity and length of all the columns are synchronized;
saving N branches per allocation. The result is a respectable
performance improvement per every `Table::reserve` (and subsequently
`Table::allocate`) call.

I'm hesitant to give exact numbers because I don't have a lot of
experience in profiling and benchmarking, but these are the results I
got so far:

*`add_remove_big/table` benchmark after the implementation:*


![after_add_remove_big_table](https://github.com/bevyengine/bevy/assets/46227443/b667da29-1212-4020-8bb0-ec0f15bb5f8a)

*`add_remove_big/table` benchmark in main branch (measured in comparison
to the implementation):*


![main_add_remove_big_table](https://github.com/bevyengine/bevy/assets/46227443/41abb92f-3112-4e01-b935-99696eb2fe58)

*`add_remove_very_big/table` benchmark after the implementation:*


![after_add_remove_very_big](https://github.com/bevyengine/bevy/assets/46227443/f268a155-295b-4f55-ab02-f8a9dcc64fc2)

*`add_remove_very_big/table` benchmark in main branch (measured in
comparison to the implementation):*


![main_add_remove_very_big](https://github.com/bevyengine/bevy/assets/46227443/78b4e3a6-b255-47c9-baee-1a24c25b9aea)

cc @james7132 to verify

---

## Changelog

- New data-structure that's similar to `BlobVec` but doesn't store `len`
& `capacity` inside of it: `BlobArray`
- New data-structure that's similar to `ThinSlicePtr` but supports
dynamic allocation:`ThinArrayPtr`
- New data-structure that's very similar to `Column` that doesn't store
`len` & `capacity` inside of it: `ThinColumn`
- Adjust the `Table` implementation to use `ThinColumn` instead of
`Column`
- New benchmark: `add_remove_very_big` to benchmark the performance of
spawning a lot of entities with a lot of components (15) each

## Migration Guide

`Table` now uses `ThinColumn` instead of `Column`. That means that
methods that previously returned `Column`, will now return `ThinColumn`
instead.

`ThinColumn` has a much more limited and low-level API, but you can
still achieve the same things in `ThinColumn` as you did in `Column`.
For example, instead of calling `Column::get_added_tick`, you'd call
`ThinColumn::get_added_ticks_slice` and index it to get the specific
added tick.

---------

Co-authored-by: James Liu <contact@jamessliu.com>
2024-09-16 22:52:05 +00:00
..
compile_fail Specify test group names in github summary for compile fail tests (#14330) 2024-07-15 16:13:03 +00:00
examples Fix uses of "it's" vs "its". (#13033) 2024-04-19 18:17:31 +00:00
macros Make QueryFilter an unsafe trait (#14790) 2024-09-09 15:23:12 +00:00
src Remove redundent information and optimize dynamic allocations in Table (#12929) 2024-09-16 22:52:05 +00:00
Cargo.toml bevy_reflect: Function registry (#14098) 2024-08-06 01:09:48 +00:00
README.md Remove dead links to example code in the bevy_ecs README (#14899) 2024-08-24 13:43:18 +00:00

Bevy ECS

License Crates.io Downloads Docs Discord

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.observe(|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.observe(|trigger: Trigger<Explode>, mut commands: Commands| {
    println!("Entity {:?} goes BOOM!", trigger.entity());
    commands.entity(trigger.entity()).despawn();
});

world.flush();

world.trigger_targets(Explode, entity);