Implementation of the ECS pattern (Entity Component System) for creating games.
Make a game instead of architecture for a game.
Python version | 3.3+ |
License | Apache-2.0 |
PyPI | https://pypi.python.org/pypi/ecs_pattern/ |
Dependencies | dataclasses before 3.7, typing before 3.5 |
Repo mirror | https://gitflic.ru/project/ikvk/ecs-pattern |
Contents
ECS - Entity-Component-System - it is an architectural pattern created for game development.
It is great for describing a dynamic virtual world.
Basic principles of ECS:
- Composition over inheritance
- Data separated from logic (Data Oriented Design)
Component - Property with object data
Entity - Container for properties
System - Data processing logic
EntityManager - Entity database
SystemManager - Container for systems
$ pip install ecs-pattern
from ecs_pattern import component, entity, EntityManager, System, SystemManager
- Describe components - component
- Describe entities based on components - entity
- Distribute the responsibility of processing entities by systems - System
- Store entities in entity manager - EntityManager
- Manage your systems with SystemManager
Property with object data. Contains only data, no logic.Use the ecs_pattern.component decorator to create components.Technically this is python dataclass.Use components as mixins for entities.@component class ComPosition: x: int = 0 y: int = 0 @component class ComPerson: name: str health: int
Container for properties. Consists of components only.It is forbidden to add attributes to an entity dynamically.Use the ecs_pattern.entity decorator to create entities.Technically this is python dataclass with slots=True.Use EntityManager to store entities.@entity class Player(ComPosition, ComPerson): pass @entity class Ball(ComPosition): pass
Entity processing logic.Does not contain data about entities and components.Use the ecs_pattern.System abstract class to create concrete systems:system.start - Initialize the system. It is called once before the main system update cycle.system.update - Update the system status. Called in the main loop.system.stop - Stops the system. It is called once after the completion of the main loop.Use SystemManager to manage systems.class SysInit(System): def __init__(self, entities: EntityManager): self.entities = entities def start(self): self.entities.init( TeamScoredGoalEvent(Team.LEFT), Spark(spark_sprite(pygame.display.Info()), 0, 0, 0, 0) ) self.entities.add( GameStateInfo(play=True, pause=False), WaitForBallMoveEvent(1000), ) class SysGravitation(System): def __init__(self, entities: EntityManager): self.entities = entities def update(self): for entity_with_pos in self.entities.get_with_component(ComPosition): if entity_with_pos.y > 0: entity_with_pos.y -= 1
Container for entities.Use the ecs_pattern class.EntityManager for creating an entity manager.Time complexity of get_by_class and get_with_component - like a dictentities.add - Add entities.entities.delete - Delete entities.entities.delete_buffer_add - Save entities to the delete buffer to delete later.entities.delete_buffer_purge - Delete all entities in the deletion buffer and clear the buffer.entities.init - Let manager know about entities. KeyError are raising on access to unknown entities.entities.get_by_class - Get all entities of the specified classes. Respects the order of entities.entities.get_with_component - Get all entities with the specified components.entities = EntityManager() entities.add( Player('Ivan', 20, 1, 2), Player('Vladimir', 30, 3, 4), Ball(0, 7) ) for entity_with_pos in entities.get_with_component(ComPosition): print(entity_with_pos.x, entity_with_pos.y) for player_entity in entities.get_by_class(Player): print(player_entity.name) entities.delete_buffer_add(player_entity) entities.delete_buffer_purge() entities.delete(*tuple(entities.get_by_class(Ball))) # one line del
Container for systems.Works with systems in a given order.Use the ecs_pattern.SystemManager class to manage systems.system_manager.start_systems - Initialize systems. Call once before the main systems update cycle.system_manager.update_systems - Update systems status. Call in the main loop.system_manager.stop_systems - Stop systems. Call once after the main loop completes.entities = EntityManager() entities.add( Player('Ivan', 20, 1, 2), Player('Vladimir', 30, 3, 4), Ball(0, 7) ) system_manager = SystemManager([ SysPersonHealthRegeneration(entities), SysGravitation(entities) ]) system_manager.start_systems() while play: system_manager.update_systems() clock.tick(24) # *pygame clock system_manager.stop_systems()
- Pong: game - pygame + ecs_pattern
- Snow day: scene - pygame + ecs_pattern
- Trig fall: commercial game - pygame + ecs_pattern + numpy
- Memory efficient - Component and Entity use dataclass
- Convenient search for objects - by entity class and by entity components
- Flexibility - loose coupling in the code allows you to quickly expand the project
- Modularity - the code is easy to test, analyze performance, and reuse
- Execution control - systems work strictly one after another
- Following the principles of the pattern helps to write quality code
- Convenient to parallelize processing
- Compact implementation
- It can take a lot of practice to learn how to cook ECS properly
- Data is available from anywhere - hard to find errors
- Inheritance of components, entities, systems
- Ignoring the principles of ECS, such as storing data in the system
- Raising ECS to the absolute, no one cancels the OOP
- Adaptation of the existing project code under ECS "as is"
- Use of recursive or reactive logic in systems
- Using EntityManager.delete in get_by_class, get_with_component loops
- Use "Singleton" components with data and flags
- Minimize component change locations
- Do not create methods in components and entities
- Divide the project into scenes, a scene can be considered a cycle for the SystemManager with its EntityManager
- Use packages to separate scenes
Project tree example:
/common_tools __init__.py resources.py i18n.py gui.py consts.py components.py math.py /menu_scene __init__.py entities.py main_loop.py surfaces.py systems.py /game_scene __init__.py entities.py main_loop.py surfaces.py systems.py main.py
History of important changes: release_notes.rst
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