├── .gitignore ├── Assets ├── Scenes.meta ├── Scenes │ ├── 1.ForEach.unity │ ├── 1.ForEach.unity.meta │ ├── 2.CreateDynamicEntities.unity │ ├── 2.CreateDynamicEntities.unity.meta │ ├── 3.JobSystem.unity │ ├── 3.JobSystem.unity.meta │ ├── 4.SpriteWithECS.unity │ ├── 4.SpriteWithECS.unity.meta │ ├── 5.SpawnCube.unity │ └── 5.SpawnCube.unity.meta ├── Scripts.meta └── Scripts │ ├── CreateDynamicEntities.meta │ ├── CreateDynamicEntities │ ├── LevelComponent.cs │ ├── LevelComponent.cs.meta │ ├── LevelUpSystem.cs │ ├── LevelUpSystem.cs.meta │ ├── MoveSpeedComponent.cs │ ├── MoveSpeedComponent.cs.meta │ ├── MoverSystem.cs │ ├── MoverSystem.cs.meta │ ├── New Material.mat │ ├── New Material.mat.meta │ ├── Testing1.cs │ ├── Testing1.cs.meta │ ├── TestingECS.cs │ └── TestingECS.cs.meta │ ├── ForEach.meta │ ├── ForEach │ ├── EntitiesManager.cs │ ├── EntitiesManager.cs.meta │ ├── RotationCubeComponent.cs │ ├── RotationCubeComponent.cs.meta │ ├── RotationCubeSystem.cs │ └── RotationCubeSystem.cs.meta │ ├── JobSystem.meta │ ├── JobSystem │ ├── FX_Mesh_daoyan Variant.prefab │ ├── FX_Mesh_daoyan Variant.prefab.meta │ ├── FX_Mesh_daoyan.FBX │ ├── FX_Mesh_daoyan.FBX.meta │ ├── Testing.cs │ └── Testing.cs.meta │ ├── SpawnCube.meta │ ├── SpawnCube │ ├── Cube.prefab │ ├── Cube.prefab.meta │ ├── EntityDataSource.prefab │ ├── EntityDataSource.prefab.meta │ ├── NoiseHeightComponent.cs │ ├── NoiseHeightComponent.cs.meta │ ├── NoiseHeightDataSource.cs │ ├── NoiseHeightDataSource.cs.meta │ ├── NoiseHeightSystem.cs │ ├── NoiseHeightSystem.cs.meta │ ├── SpawCubeSystem.cs │ ├── SpawCubeSystem.cs.meta │ ├── SpawnCubeComponent.cs │ ├── SpawnCubeComponent.cs.meta │ ├── SpawnCubeDataSource.cs │ └── SpawnCubeDataSource.cs.meta │ ├── SpriteWithECS.meta │ └── SpriteWithECS │ ├── SpriteMaterial.mat │ ├── SpriteMaterial.mat.meta │ ├── SpriteWithECSTesting.cs │ └── SpriteWithECSTesting.cs.meta ├── Packages └── manifest.json ├── ProjectSettings ├── AudioManager.asset ├── ClusterInputManager.asset ├── DynamicsManager.asset ├── EditorBuildSettings.asset ├── EditorSettings.asset ├── GraphicsSettings.asset ├── InputManager.asset ├── NavMeshAreas.asset ├── Physics2DSettings.asset ├── PresetManager.asset ├── ProjectSettings.asset ├── ProjectVersion.txt ├── QualitySettings.asset ├── TagManager.asset ├── TimeManager.asset ├── UnityConnectSettings.asset ├── VFXManager.asset └── XRSettings.asset ├── README.md └── 效果图 ├── 1.png ├── 10.png ├── 11.png ├── 12.png ├── 13.png ├── 14.png ├── 15.png ├── 16.png ├── 17.png ├── 18.png ├── 19.png ├── 2.png ├── 20.png ├── 21.png ├── 22.png ├── 23.png ├── 24.png ├── 25.png ├── 26.png ├── 27.png ├── 28.png ├── 29.png ├── 3.png ├── 30.png ├── 31.png ├── 32.png ├── 33.png ├── 4.png ├── 5.png ├── 6.jpg ├── 7.png ├── 8.png └── 9.png /.gitignore: -------------------------------------------------------------------------------- 1 | # This .gitignore file should be placed at the root of your Unity project directory 2 | # 3 | # Get latest from https://github.com/github/gitignore/blob/master/Unity.gitignore 4 | # 5 | /[Ll]ibrary/ 6 | /[Tt]emp/ 7 | /[Oo]bj/ 8 | /[Bb]uild/ 9 | /[Bb]uilds/ 10 | /[Ll]ogs/ 11 | /[Mm]emoryCaptures/ 12 | 13 | # Asset meta data should only be ignored when the corresponding asset is also ignored 14 | !/[Aa]ssets/**/*.meta 15 | 16 | # Uncomment this line if you wish to ignore the asset store tools plugin 17 | # /[Aa]ssets/AssetStoreTools* 18 | 19 | # Autogenerated Jetbrains Rider plugin 20 | [Aa]ssets/Plugins/Editor/JetBrains* 21 | 22 | # Visual Studio cache directory 23 | .vs/ 24 | 25 | # Gradle cache directory 26 | .gradle/ 27 | 28 | # Autogenerated VS/MD/Consulo solution and project files 29 | ExportedObj/ 30 | .consulo/ 31 | *.csproj 32 | *.unityproj 33 | *.sln 34 | *.suo 35 | *.tmp 36 | *.user 37 | *.userprefs 38 | *.pidb 39 | *.booproj 40 | *.svd 41 | *.pdb 42 | *.mdb 43 | *.opendb 44 | *.VC.db 45 | 46 | # Unity3D generated meta files 47 | *.pidb.meta 48 | *.pdb.meta 49 | *.mdb.meta 50 | 51 | # 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externalObjects: {} 6 | userData: 7 | assetBundleName: 8 | assetBundleVariant: 9 | -------------------------------------------------------------------------------- /Assets/Scripts/CreateDynamicEntities/LevelComponent.cs: -------------------------------------------------------------------------------- 1 | using System.Collections; 2 | using System.Collections.Generic; 3 | using UnityEngine; 4 | using Unity.Entities; 5 | 6 | public struct LevelComponent : IComponentData 7 | { 8 | public float level; 9 | } 10 | -------------------------------------------------------------------------------- /Assets/Scripts/CreateDynamicEntities/LevelComponent.cs.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: 40276b4ace09fcc44bc8cc439088bfb5 3 | MonoImporter: 4 | externalObjects: {} 5 | serializedVersion: 2 6 | defaultReferences: [] 7 | executionOrder: 0 8 | icon: {instanceID: 0} 9 | userData: 10 | assetBundleName: 11 | assetBundleVariant: 12 | -------------------------------------------------------------------------------- /Assets/Scripts/CreateDynamicEntities/LevelUpSystem.cs: -------------------------------------------------------------------------------- 1 | using System.Collections; 2 | using System.Collections.Generic; 3 | using UnityEngine; 4 | using Unity.Entities; 5 | 6 | public class LevelUpSystem : ComponentSystem 7 | { 8 | protected override void OnUpdate() 9 | { 10 | Entities.ForEach((ref LevelComponent levelComponent) => 11 | { 12 | levelComponent.level += 1f * Time.deltaTime; 13 | //Debug.Log(levelComponent.level); 14 | }); 15 | } 16 | } 17 | -------------------------------------------------------------------------------- /Assets/Scripts/CreateDynamicEntities/LevelUpSystem.cs.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: 65baeb882d1676b499655e273e9661d7 3 | MonoImporter: 4 | externalObjects: {} 5 | serializedVersion: 2 6 | defaultReferences: [] 7 | executionOrder: 0 8 | icon: {instanceID: 0} 9 | userData: 10 | assetBundleName: 11 | assetBundleVariant: 12 | -------------------------------------------------------------------------------- /Assets/Scripts/CreateDynamicEntities/MoveSpeedComponent.cs: -------------------------------------------------------------------------------- 1 | using System.Collections; 2 | using System.Collections.Generic; 3 | using UnityEngine; 4 | using Unity.Entities; 5 | 6 | public struct MoveSpeedComponent : IComponentData 7 | { 8 | public float moveSpeed; 9 | } 10 | -------------------------------------------------------------------------------- /Assets/Scripts/CreateDynamicEntities/MoveSpeedComponent.cs.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: 55658e6329346eb4dbac0ecddb5f7973 3 | MonoImporter: 4 | externalObjects: {} 5 | serializedVersion: 2 6 | defaultReferences: [] 7 | executionOrder: 0 8 | icon: {instanceID: 0} 9 | userData: 10 | assetBundleName: 11 | assetBundleVariant: 12 | -------------------------------------------------------------------------------- /Assets/Scripts/CreateDynamicEntities/MoverSystem.cs: -------------------------------------------------------------------------------- 1 | using Unity.Entities; 2 | using Unity.Transforms; 3 | using UnityEngine; 4 | using Unity.Mathematics; 5 | 6 | public class MoverSystem : ComponentSystem 7 | { 8 | protected override void OnUpdate() 9 | { 10 | Entities.ForEach((ref Translation translation, ref MoveSpeedComponent moveSpeedComponent) => 11 | { 12 | translation.Value.y += moveSpeedComponent.moveSpeed * Time.deltaTime; 13 | if (translation.Value.y > 5f) 14 | { 15 | moveSpeedComponent.moveSpeed = -math.abs(moveSpeedComponent.moveSpeed); 16 | } 17 | if (translation.Value.y < -5f) 18 | { 19 | moveSpeedComponent.moveSpeed += math.abs(moveSpeedComponent.moveSpeed); 20 | } 21 | }); 22 | } 23 | } 24 | 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-------------------------------------------------------------------------------- /Assets/Scripts/CreateDynamicEntities/New Material.mat.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: b82c3ee1fec634d43b0054ac6da9352a 3 | NativeFormatImporter: 4 | externalObjects: {} 5 | mainObjectFileID: 2100000 6 | userData: 7 | assetBundleName: 8 | assetBundleVariant: 9 | -------------------------------------------------------------------------------- /Assets/Scripts/CreateDynamicEntities/Testing1.cs: -------------------------------------------------------------------------------- 1 | using System.Collections; 2 | using System.Collections.Generic; 3 | using UnityEngine; 4 | 5 | public class Testing1 : MonoBehaviour 6 | { 7 | public int count = 1000; 8 | List entities = new List(); 9 | void Start() 10 | { 11 | for (int i = 0; i < count; i++) 12 | entities.Add(GameObject.CreatePrimitive(PrimitiveType.Cube).transform); 13 | } 14 | 15 | void Update() 16 | { 17 | for (int i = 0; i < count; i++) 18 | { 19 | entities[i].Translate(Vector3.up * (UnityEngine.Random.Range(1f, 2f)) * Time.deltaTime); 20 | //if (entities[i].localPosition.y > 5f) 21 | //{ 22 | // moveSpeedComponent.moveSpeed = -math.abs(moveSpeedComponent.moveSpeed); 23 | //} 24 | //if (entities[i].localPosition.y < -5f) 25 | //{ 26 | // moveSpeedComponent.moveSpeed += math.abs(moveSpeedComponent.moveSpeed); 27 | //} 28 | } 29 | } 30 | } 31 | -------------------------------------------------------------------------------- /Assets/Scripts/CreateDynamicEntities/Testing1.cs.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: 62c36a8ea43908348b76bfea7a3ad464 3 | MonoImporter: 4 | externalObjects: {} 5 | serializedVersion: 2 6 | defaultReferences: [] 7 | executionOrder: 0 8 | icon: {instanceID: 0} 9 | userData: 10 | assetBundleName: 11 | assetBundleVariant: 12 | -------------------------------------------------------------------------------- /Assets/Scripts/CreateDynamicEntities/TestingECS.cs: -------------------------------------------------------------------------------- 1 | using Unity.Collections; 2 | using Unity.Entities; 3 | using Unity.Mathematics; 4 | using Unity.Rendering; 5 | using Unity.Transforms; 6 | using UnityEngine; 7 | 8 | public class TestingECS : MonoBehaviour 9 | { 10 | [SerializeField] 11 | private Mesh mesh; 12 | [SerializeField] 13 | private Material material; 14 | 15 | public int count; 16 | void Start() 17 | { 18 | EntityManager entityManager = World.Active.EntityManager; 19 | EntityArchetype entityArchetype = entityManager.CreateArchetype( 20 | typeof(LevelComponent), 21 | typeof(Translation), 22 | typeof(RenderMesh), 23 | typeof(LocalToWorld), 24 | typeof(MoveSpeedComponent) 25 | ); 26 | NativeArray entityArray = new NativeArray(count, Allocator.Temp); 27 | entityManager.CreateEntity(entityArchetype, entityArray); 28 | for (int i = 0; i < entityArray.Length; i++) 29 | { 30 | Entity entity = entityArray[i]; 31 | entityManager.SetComponentData(entity, new LevelComponent() { level = UnityEngine.Random.Range(10, 20) }); 32 | entityManager.SetComponentData(entity, new MoveSpeedComponent() { moveSpeed = UnityEngine.Random.Range(1f, 2f) }); 33 | entityManager.SetComponentData(entity, new Translation() { Value = new float3(UnityEngine.Random.Range(-8, 8f), UnityEngine.Random.Range(-5, 5f), 0) }); 34 | entityManager.SetSharedComponentData(entity, new RenderMesh 35 | { 36 | mesh = mesh, 37 | material = material, 38 | }); 39 | } 40 | entityArray.Dispose(); 41 | } 42 | 43 | } 44 | -------------------------------------------------------------------------------- /Assets/Scripts/CreateDynamicEntities/TestingECS.cs.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: 02c52a96670928644ae504219e650d23 3 | MonoImporter: 4 | externalObjects: {} 5 | serializedVersion: 2 6 | defaultReferences: [] 7 | executionOrder: 0 8 | icon: {instanceID: 0} 9 | userData: 10 | assetBundleName: 11 | assetBundleVariant: 12 | -------------------------------------------------------------------------------- /Assets/Scripts/ForEach.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: d11390ee7a71e9e4794959b6241b9a15 3 | folderAsset: yes 4 | DefaultImporter: 5 | externalObjects: {} 6 | userData: 7 | assetBundleName: 8 | assetBundleVariant: 9 | -------------------------------------------------------------------------------- /Assets/Scripts/ForEach/EntitiesManager.cs: -------------------------------------------------------------------------------- 1 | /*** 2 | * 3 | * ECS技术HelloWorld项目演示(Unity2019版本) 4 | * 5 | * 实体管理体系(所属类型:"混合ECS"开发模式) 6 | * 7 | */ 8 | 9 | using System.Collections; 10 | using System.Collections.Generic; 11 | using UnityEngine; 12 | 13 | using Unity.Entities; 14 | 15 | public class EntitiesManager : MonoBehaviour, IConvertGameObjectToEntity 16 | { 17 | //Cube旋转速度 18 | public float FloCubeSpeed = 10f; 19 | /// 20 | /// 把GameObject转为实体(Entity) 21 | /// 22 | /// 23 | /// 24 | /// 25 | public void Convert(Entity entity, EntityManager dstManager, GameObjectConversionSystem conversionSystem) 26 | { 27 | //创建一个"组件" 28 | var data = new RotationCubeComponent { Speed = FloCubeSpeed }; 29 | //将组件加入EntityManager中，让Unity内置的环境实体管理器，进行管理 30 | dstManager.AddComponentData(entity,data); 31 | } 32 | } 33 | -------------------------------------------------------------------------------- /Assets/Scripts/ForEach/EntitiesManager.cs.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: eb8f80b5abbacae4dad7e1b72e984356 3 | MonoImporter: 4 | externalObjects: {} 5 | serializedVersion: 2 6 | defaultReferences: [] 7 | executionOrder: 0 8 | icon: {instanceID: 0} 9 | userData: 10 | assetBundleName: 11 | assetBundleVariant: 12 | -------------------------------------------------------------------------------- /Assets/Scripts/ForEach/RotationCubeComponent.cs: -------------------------------------------------------------------------------- 1 | /*** 2 | * 3 | * ECS技术HelloWorld项目演示(Unity2019版本) 4 | * 5 | * 组件 6 | * 7 | */ 8 | 9 | using System.Collections; 10 | using System.Collections.Generic; 11 | using UnityEngine; 12 | 13 | using Unity.Entities; 14 | 15 | public struct RotationCubeComponent : IComponentData 16 | { 17 | //实体旋转的速度 18 | public float Speed; 19 | } 20 | -------------------------------------------------------------------------------- /Assets/Scripts/ForEach/RotationCubeComponent.cs.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: 1e3e53fce2a3ea047be7d1e9512d7847 3 | MonoImporter: 4 | externalObjects: {} 5 | serializedVersion: 2 6 | defaultReferences: [] 7 | executionOrder: 0 8 | icon: {instanceID: 0} 9 | userData: 10 | assetBundleName: 11 | assetBundleVariant: 12 | -------------------------------------------------------------------------------- /Assets/Scripts/ForEach/RotationCubeSystem.cs: -------------------------------------------------------------------------------- 1 | /*** 2 | * 3 | * ECS技术HelloWorld项目演示(Unity2019版本) 4 | * 5 | * 系统 6 | * 7 | */ 8 | 9 | using System.Collections; 10 | using System.Collections.Generic; 11 | using UnityEngine; 12 | 13 | using Unity.Entities; 14 | using Unity.Mathematics; 15 | using Unity.Transforms; 16 | 17 | public class RotationCubeSystem : ComponentSystem 18 | { 19 | protected override void OnUpdate() 20 | { 21 | Entities.ForEach((ref RotationCubeComponent rotationSpeed, ref Rotation rotation) => 22 | { 23 | rotation.Value = math.mul(math.normalize(rotation.Value), 24 | quaternion.AxisAngle(math.up(), rotationSpeed.Speed * Time.deltaTime)); 25 | }); 26 | } 27 | } -------------------------------------------------------------------------------- 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lastHumanDescriptionAvatarSource: {instanceID: 0} 90 | animationType: 0 91 | humanoidOversampling: 1 92 | additionalBone: 0 93 | userData: 94 | assetBundleName: 95 | assetBundleVariant: 96 | -------------------------------------------------------------------------------- /Assets/Scripts/JobSystem/Testing.cs: -------------------------------------------------------------------------------- 1 | using System.Collections; 2 | using System.Collections.Generic; 3 | using UnityEngine; 4 | using Unity.Mathematics; 5 | using Unity.Jobs; 6 | using Unity.Collections; 7 | using Unity.Burst; 8 | using UnityEngine.Jobs; 9 | 10 | public class Testing : MonoBehaviour 11 | { 12 | [SerializeField] 13 | private bool useJobs; 14 | [SerializeField] 15 | private int count = 10; 16 | [SerializeField] 17 | private int zombieCount = 1000; 18 | [SerializeField] 19 | private Transform pfZombie; 20 | private List zombieList; 21 | 22 | public class Zombie 23 | { 24 | public Transform transform; 25 | public float moveY; 26 | } 27 | 28 | private void Start() 29 | { 30 | zombieList = new List(); 31 | for (int i = 0; i < zombieCount; i++) 32 | { 33 | Transform zombieTransform = Instantiate(pfZombie, new Vector3(UnityEngine.Random.Range(-8f, 8f), UnityEngine.Random.Range(-5f, 5f)), Quaternion.identity); 34 | zombieList.Add(new Zombie 35 | { 36 | transform = zombieTransform, 37 | moveY = UnityEngine.Random.Range(1f, 2f) 38 | }); 39 | } 40 | } 41 | 42 | void Update() 43 | { 44 | float startTime = Time.realtimeSinceStartup; 45 | if (useJobs) 46 | { 47 | //NativeArray positionArray = new NativeArray(zombieList.Count, Allocator.TempJob); 48 | NativeArray moveYArray = new NativeArray(zombieList.Count, Allocator.TempJob); 49 | TransformAccessArray transformAccessArray = new TransformAccessArray(zombieList.Count); 50 | for (int i = 0; i < zombieList.Count; i++) 51 | { 52 | //positionArray[i] = zombieList[i].transform.position; 53 | moveYArray[i] = zombieList[i].moveY; 54 | transformAccessArray.Add(zombieList[i].transform); 55 | } 56 | 57 | /* 58 | var reallyToughParallelJob = new ReallyTouchParallelJob 59 | { 60 | deltime = Time.deltaTime, 61 | positionArray = positionArray, 62 | moveYArray = moveYArray 63 | }; 64 | */ 65 | 66 | var reallyToughParallelJobTransforms = new ReallyToughParllelJobTransforms 67 | { 68 | deltime = Time.deltaTime, 69 | moveYArray = moveYArray 70 | }; 71 | var jobHandle = reallyToughParallelJobTransforms.Schedule(transformAccessArray); 72 | jobHandle.Complete(); 73 | 74 | //var jobHandle = reallyToughParallelJob.Schedule(zombieList.Count, 100); 75 | //jobHandle.Complete(); 76 | 77 | for (int i = 0; i < zombieList.Count; i++) 78 | { 79 | //zombieList[i].transform.position = positionArray[i]; 80 | zombieList[i].moveY = moveYArray[i]; 81 | } 82 | 83 | //positionArray.Dispose(); 84 | moveYArray.Dispose(); 85 | transformAccessArray.Dispose(); 86 | } 87 | else 88 | { 89 | foreach (var zombie in zombieList) 90 | { 91 | zombie.transform.position += new Vector3(0, zombie.moveY * Time.deltaTime); 92 | if (zombie.transform.position.y > 5f) 93 | { 94 | zombie.moveY = -math.abs(zombie.moveY); 95 | } 96 | if (zombie.transform.position.y < -5f) 97 | { 98 | zombie.moveY += math.abs(zombie.moveY); 99 | } 100 | } 101 | } 102 | /* 103 | if (useJobs) 104 | { 105 | NativeList jobHandleList = new NativeList(Allocator.Temp); 106 | for (int i = 0; i < count; i++) 107 | { 108 | var jobHandle = ReallyToughTaskJob(); 109 | jobHandleList.Add(jobHandle); 110 | //jobHandle.Complete(); 111 | } 112 | JobHandle.CompleteAll(jobHandleList); 113 | jobHandleList.Dispose(); 114 | } 115 | else 116 | { 117 | for (int i = 0; i < count; i++) 118 | { 119 | ReallyToughTask(); 120 | } 121 | } 122 | */ 123 | Debug.Log(((Time.realtimeSinceStartup - startTime) * 1000f) + "ms"); 124 | } 125 | private void ReallyToughTask() 126 | { 127 | float value = 0f; 128 | for (int i = 0; i < 50000; i++) 129 | { 130 | value = math.exp10(math.sqrt(value)); 131 | } 132 | } 133 | 134 | private JobHandle ReallyToughTaskJob() 135 | { 136 | var job = new ReallyToughJob(); 137 | return job.Schedule(); 138 | } 139 | } 140 | 141 | [BurstCompile] 142 | public struct ReallyToughJob : IJob 143 | { 144 | public void Execute() 145 | { 146 | float value = 0f; 147 | for (int i = 0; i < 50000; i++) 148 | { 149 | value = math.exp10(math.sqrt(value)); 150 | } 151 | } 152 | } 153 | 154 | [BurstCompile] 155 | public struct ReallyTouchParallelJob : IJobParallelFor 156 | { 157 | public NativeArray positionArray; 158 | public NativeArray moveYArray; 159 | [ReadOnly] 160 | public float deltime; 161 | 162 | public void Execute(int index) 163 | { 164 | positionArray[index] += new float3(0, moveYArray[index] * deltime, 0f); 165 | if (positionArray[index].y > 5f) 166 | { 167 | moveYArray[index] = -math.abs(moveYArray[index]); 168 | } 169 | if (positionArray[index].y < -5f) 170 | { 171 | moveYArray[index] += math.abs(moveYArray[index]); 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-------------------------------------------------------------------------------- /Assets/Scripts/SpawnCube/NoiseHeightComponent.cs: -------------------------------------------------------------------------------- 1 | using System.Collections; 2 | using System.Collections.Generic; 3 | using UnityEngine; 4 | using Unity.Entities; 5 | 6 | public struct NoiseHeightComponent : IComponentData 7 | { 8 | public float waveFactor; 9 | public float sampleFactor; 10 | } 11 | -------------------------------------------------------------------------------- /Assets/Scripts/SpawnCube/NoiseHeightComponent.cs.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: 5ea20ceaed0a550429bf10bd211869d3 3 | MonoImporter: 4 | externalObjects: {} 5 | serializedVersion: 2 6 | defaultReferences: [] 7 | executionOrder: 0 8 | icon: {instanceID: 0} 9 | userData: 10 | assetBundleName: 11 | assetBundleVariant: 12 | -------------------------------------------------------------------------------- /Assets/Scripts/SpawnCube/NoiseHeightDataSource.cs: -------------------------------------------------------------------------------- 1 | using System.Collections; 2 | using System.Collections.Generic; 3 | using UnityEngine; 4 | using Unity.Entities; 5 | 6 | [System.Serializable] 7 | [RequiresEntityConversion] 8 | [RequireComponent(typeof(ConvertToEntity))] 9 | public class NoiseHeightDataSource : MonoBehaviour, IConvertGameObjectToEntity 10 | { 11 | [Header("NoiseHeightSample param")] 12 | public float waveFactor; 13 | public float sampleFactor; 14 | 15 | public void Convert(Entity entity, EntityManager dstManager, GameObjectConversionSystem conversionSystem) 16 | { 17 | var noiseHeightData = new NoiseHeightComponent() 18 | { 19 | waveFactor = this.waveFactor, 20 | sampleFactor = this.sampleFactor 21 | }; 22 | dstManager.AddComponentData(entity, noiseHeightData); 23 | } 24 | } 25 | -------------------------------------------------------------------------------- /Assets/Scripts/SpawnCube/NoiseHeightDataSource.cs.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: fe97f1bc9d4f7bd499f7f316ac937468 3 | MonoImporter: 4 | externalObjects: {} 5 | serializedVersion: 2 6 | defaultReferences: [] 7 | executionOrder: 0 8 | icon: {instanceID: 0} 9 | userData: 10 | assetBundleName: 11 | assetBundleVariant: 12 | -------------------------------------------------------------------------------- /Assets/Scripts/SpawnCube/NoiseHeightSystem.cs: -------------------------------------------------------------------------------- 1 | using Unity.Collections; 2 | using Unity.Entities; 3 | using Unity.Jobs; 4 | using Unity.Mathematics; 5 | using Unity.Transforms; 6 | using UnityEngine; 7 | using Unity.Burst; 8 | 9 | public class NoiseHeightSystem : JobComponentSystem 10 | { 11 | [BurstCompile] 12 | struct TranslationNoise : IJobForEach 13 | { 14 | public float time; 15 | 16 | public void Execute([ReadOnly]ref NoiseHeightComponent noiseHeightComponent, ref Translation translation) 17 | { 18 | var waveFactor = noiseHeightComponent.waveFactor; 19 | var sampleFactor = noiseHeightComponent.sampleFactor; 20 | translation.Value.y = 21 | waveFactor * noise.snoise(new float2(time + sampleFactor * translation.Value.x, time + sampleFactor * translation.Value.z)); 22 | } 23 | } 24 | 25 | protected override JobHandle OnUpdate(JobHandle inputDeps) 26 | { 27 | var job = new TranslationNoise() 28 | { 29 | time = Time.realtimeSinceStartup 30 | }; 31 | return job.Schedule(this, inputDeps); 32 | } 33 | } -------------------------------------------------------------------------------- /Assets/Scripts/SpawnCube/NoiseHeightSystem.cs.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: 8f92d64341115c346a0152750066707f 3 | MonoImporter: 4 | externalObjects: {} 5 | serializedVersion: 2 6 | defaultReferences: [] 7 | executionOrder: 0 8 | icon: {instanceID: 0} 9 | userData: 10 | assetBundleName: 11 | assetBundleVariant: 12 | -------------------------------------------------------------------------------- /Assets/Scripts/SpawnCube/SpawCubeSystem.cs: -------------------------------------------------------------------------------- 1 | using Unity.Collections; 2 | using Unity.Entities; 3 | using Unity.Mathematics; 4 | using Unity.Transforms; 5 | using Unity.Jobs; 6 | using Unity.Burst; 7 | 8 | [UpdateInGroup(typeof(SimulationSystemGroup))] 9 | public class SpawCubeSystem : JobComponentSystem 10 | { 11 | private BeginInitializationEntityCommandBufferSystem m_EntityCommandBufferSystem; 12 | 13 | protected override void OnCreate() 14 | { 15 | m_EntityCommandBufferSystem = World.GetOrCreateSystem(); 16 | } 17 | 18 | [BurstCompile] 19 | struct SpawnCubeJob : IJobForEachWithEntity 20 | { 21 | public EntityCommandBuffer.Concurrent CommandBuffer; 22 | public void Execute(Entity entity, int index, [ReadOnly]ref SpawnCubeComponent spawnCubeComponent, [ReadOnly]ref LocalToWorld location) 23 | { 24 | for (var i = 0; i < spawnCubeComponent.row; i++) 25 | { 26 | for (int j = 0; j < spawnCubeComponent.colum; j++) 27 | { 28 | var instance = CommandBuffer.Instantiate(index, spawnCubeComponent.prefab); 29 | CommandBuffer.SetComponent(index, instance, new Translation() 30 | { 31 | Value = new float3(i, 0, j) 32 | }); 33 | } 34 | } 35 | CommandBuffer.DestroyEntity(index, entity); 36 | } 37 | } 38 | 39 | protected override JobHandle OnUpdate(JobHandle inputDeps) 40 | { 41 | var job = new SpawnCubeJob() 42 | { 43 | CommandBuffer = m_EntityCommandBufferSystem.CreateCommandBuffer().ToConcurrent() 44 | }.Schedule(this, inputDeps); 45 | 46 | m_EntityCommandBufferSystem.AddJobHandleForProducer(job); 47 | return job; 48 | } 49 | } 50 | -------------------------------------------------------------------------------- /Assets/Scripts/SpawnCube/SpawCubeSystem.cs.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: 507f9f2c043820e45afda30075e694fb 3 | MonoImporter: 4 | externalObjects: {} 5 | serializedVersion: 2 6 | defaultReferences: [] 7 | executionOrder: 0 8 | icon: {instanceID: 0} 9 | userData: 10 | assetBundleName: 11 | assetBundleVariant: 12 | -------------------------------------------------------------------------------- /Assets/Scripts/SpawnCube/SpawnCubeComponent.cs: -------------------------------------------------------------------------------- 1 | using System.Collections; 2 | using System.Collections.Generic; 3 | using UnityEngine; 4 | using Unity.Entities; 5 | 6 | public struct SpawnCubeComponent : IComponentData 7 | { 8 | public int row; 9 | public int colum; 10 | public Entity prefab; 11 | } 12 | -------------------------------------------------------------------------------- /Assets/Scripts/SpawnCube/SpawnCubeComponent.cs.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: 5a6a01b6e731f45429348acaf1e1114a 3 | MonoImporter: 4 | externalObjects: {} 5 | serializedVersion: 2 6 | defaultReferences: [] 7 | executionOrder: 0 8 | icon: {instanceID: 0} 9 | userData: 10 | assetBundleName: 11 | assetBundleVariant: 12 | -------------------------------------------------------------------------------- /Assets/Scripts/SpawnCube/SpawnCubeDataSource.cs: -------------------------------------------------------------------------------- 1 | using System.Collections; 2 | using System.Collections.Generic; 3 | using UnityEngine; 4 | using Unity.Entities; 5 | 6 | [System.Serializable] 7 | [RequireComponent(typeof(ConvertToEntity))] 8 | [RequiresEntityConversion] 9 | public class SpawnCubeDataSource : MonoBehaviour, IConvertGameObjectToEntity, IDeclareReferencedPrefabs 10 | { 11 | [Header("SpawnCubeSample param")] 12 | public int row; 13 | public int colum; 14 | public GameObject prefab; 15 | 16 | public void Convert(Entity entity, EntityManager dstManager, GameObjectConversionSystem conversionSystem) 17 | { 18 | var spawnCubeData = new SpawnCubeComponent() 19 | { 20 | prefab = conversionSystem.GetPrimaryEntity(this.prefab), 21 | row = this.row, 22 | colum = this.colum 23 | }; 24 | dstManager.AddComponentData(entity, spawnCubeData); 25 | } 26 | 27 | public void DeclareReferencedPrefabs(List referencedPrefabs) 28 | { 29 | referencedPrefabs.Add(prefab); 30 | } 31 | } 32 | -------------------------------------------------------------------------------- /Assets/Scripts/SpawnCube/SpawnCubeDataSource.cs.meta: -------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: 94ed10144fc62404e94df7f352f11152 3 | MonoImporter: 4 | externalObjects: {} 5 | serializedVersion: 2 6 | defaultReferences: [] 7 | executionOrder: 0 8 | icon: {instanceID: 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-------------------------------------------------------------------------------- 1 | fileFormatVersion: 2 2 | guid: 1234390d62830d248bb7a93f63fc9f26 3 | NativeFormatImporter: 4 | externalObjects: {} 5 | mainObjectFileID: 2100000 6 | userData: 7 | assetBundleName: 8 | assetBundleVariant: 9 | -------------------------------------------------------------------------------- /Assets/Scripts/SpriteWithECS/SpriteWithECSTesting.cs: -------------------------------------------------------------------------------- 1 | using Unity.Burst; 2 | using Unity.Collections; 3 | using Unity.Entities; 4 | using Unity.Mathematics; 5 | using Unity.Rendering; 6 | using Unity.Transforms; 7 | using UnityEngine; 8 | 9 | public class SpriteWithECSTesting : MonoBehaviour 10 | { 11 | [SerializeField] 12 | private Mesh mesh; 13 | [SerializeField] 14 | private Material material; 15 | 16 | private EntityManager entityManager; 17 | private void Start() 18 | { 19 | entityManager = World.Active.EntityManager; 20 | NativeArray entityArray = new NativeArray(10, Allocator.Temp); 21 | //Allocator是申请内存的操作，不同于New，New是申请内存并且对象构造，Allocator只是申请分配内存,Allocator参数是个枚举，值分别是Allocator.Temp、Allocator.TempJob、Allocator.Persistent。三者的区别是生命周期不同和性能差别，Temp用于一帧内即回收数据，性能最好；TempJob生命周期是4帧，通常用于Job中，性能次于Temp；Persistent可以在程序运行过程中一直在，但性能最差。NativeArray与Array另一个不同是需要手动回收内存，即调用Dispose()。 22 | 23 | EntityArchetype entityArcheType = entityManager.CreateArchetype( 24 | typeof(RenderMesh), 25 | typeof(LocalToWorld), 26 | typeof(Translation), 27 | typeof(Rotation), 28 | //typeof(Scale), 29 | typeof(NonUniformScale) 30 | ); 31 | entityManager.CreateEntity(entityArcheType, entityArray); 32 | foreach (var entity in entityArray) 33 | { 34 | entityManager.SetSharedComponentData(entity, new RenderMesh 35 | { 36 | mesh = mesh, 37 | material = material, 38 | }); 39 | 40 | entityManager.SetComponentData(entity, new NonUniformScale 41 | { 42 | Value = new float3(1f, 3f, 1f) 43 | }); 44 | } 45 | entityArray.Dispose(); //回收内存 对应上面开辟的内存 C++层调用的free 46 | } 47 | } 48 | 49 | [BurstCompile] 50 | public class MoveSystem : ComponentSystem 51 | { 52 | protected override void OnUpdate() 53 | { 54 | Entities.ForEach((ref Translation translation) => 55 | { 56 | float moveSpeed = 1f; 57 | translation.Value.y += moveSpeed * Time.deltaTime; 58 | }); 59 | } 60 | } 61 | 62 | [BurstCompile] 63 | public class RotatorSystem : ComponentSystem 64 | { 65 | protected override void OnUpdate() 66 | { 67 | Entities.ForEach((ref Rotation rotation) => 68 | { 69 | rotation.Value = quaternion.Euler(0, 0, math.PI * Time.realtimeSinceStartup); 70 | }); 71 | } 72 | } 73 | 74 | [BurstCompile] 75 | public class ScalersSystem : ComponentSystem 76 | { 77 | protected override void OnUpdate() 78 | { 79 | Entities.ForEach((ref Scale scale) => 80 | { 81 | scale.Value += 1f * Time.deltaTime; 82 | }); 83 | } 84 | } -------------------------------------------------------------------------------- /Assets/Scripts/SpriteWithECS/SpriteWithECSTesting.cs.meta: 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m_SortShader: {fileID: 0} 9 | m_RenderPipeSettingsPath: 10 | m_FixedTimeStep: 0.016666668 11 | m_MaxDeltaTime: 0.05 12 | -------------------------------------------------------------------------------- /ProjectSettings/XRSettings.asset: -------------------------------------------------------------------------------- 1 | { 2 | "m_SettingKeys": [ 3 | "VR Device Disabled", 4 | "VR Device User Alert" 5 | ], 6 | "m_SettingValues": [ 7 | "False", 8 | "False" 9 | ] 10 | } -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Unity_ECS_HelloWorld 2 | ## Unity_ECS提升游戏的运行效率 3 | 4 | ## DOTS 5 | DATA-ORIENTED TECH STACK(多线程数据导向型技术堆栈) 6 | 7 | ##### 核心-高性能 8 | 充分利用多核处理器，多线程处理让游戏的运行速度更快，更高效。 9 | 10 | ##### 组成 11 | * C#任务系统(Job System)，用于高效运行多线程代码 12 | * 实体组件系统(ECS)，用于默认编写高性能代码 13 | * Burst编译器，用于生成高度优化的本地代码 14 | 15 | Job System和ECS是两个不同的概念，两者组合在一起才能发挥最大的优势。 16 | 17 | ## C#任务系统 18 | * 在Job System对外之前，Unity虽然内部是多线程处理，但是外部代码必须泡在主线程上。 19 | * C#虽然支持Thread，但是在Unity中只能处理数据，例如：网络消息、下载。如果想在Thread中调用Unity的API那是不行的。 20 | * 有了Job System就可以充分利用CPU的多核，例如:在多线程中修改Transform旋转、缩放、平移。 21 | * 例如:MMO游戏判断碰撞、大量的同步角色坐标、大量的血条飘字等都比较适合在Job System。 22 | * Unity没有直接将Thread开放出来，可以有效避免Thread被滥用，开发者可放心使用Job而不用太多关心如线程安全、枷锁这些问题。 23 | * Job最好配合Burst编译器，这样能生成高效的本地代码 24 | 25 | ## HPC# 26 | 高性能C# 27 | * .NET Core比C++慢2倍 28 | * Mono比.NET Core慢3倍 29 | * IL2CPP比Mono快2-3倍，IL2CPP与.NET Core效率相当，但是依然比C++慢2倍 30 | * Unity使用Burst编译后可以让C#代码的运行效率比C++更快 31 | 32 | ##### 介绍 33 | * C# 引用类型数据的内存分配在堆上，程序员无法主动释放，但必须等到.NET垃圾回收才可以真正清理。 34 | * IL2CPP虽然将IL转成C++代码，实际上还是模拟了.NET的垃圾回收机制，所以效率并非等于Cpp 35 | * HPC#就是NativeArray可代替数组T[]数据类型包括值类型(float,int,uint,short,bool...),enums,structs和其他类型的指针 36 | * NavtiveArray可以在C#层分配C++中的对象，可以主动释放不需要等C#的垃圾回收 37 | * Job System中使用的就是NavtiveArray 38 | 39 | ##### 验证 40 | ![](效果图/14.png) 41 | ![](效果图/15.png) 42 | 上图代码和内存图可见，创建NativeArray在堆内存上永远只有32B，而我们手动创建的数组就12.2KB的堆内存，差别还是很明显的。 43 | 44 | ## 添加组件 45 | * Entities 46 | * Mathematics 47 | * Hybrid Renderer 48 | * Jobs 49 | 50 | ## 效果图对比 51 | 1.用ECS创建10000个cube移动和传统方式创建10000cube移动帧率会有明显差异 52 | ![](效果图/1.png) 53 | ![](效果图/2.png) 54 | 55 | 2.利用Job System提高CPU的运算速度 56 | ![](效果图/3.png) 57 | ![](效果图/4.png) 58 | 59 | 可以看出利用JobSystem计算速度提升了10倍左右 60 | 61 | 再利用Burst更惊人，直接变成了0.2毫秒 62 | ![](效果图/5.png) 63 | 64 | ![](效果图/6.jpg) 65 | 66 | 性能提高了3000倍 67 | 68 | 3.在一组例子 69 | ![](效果图/7.png) 70 | ![](效果图/8.png) 71 | ![](效果图/9.png) 72 | 能看出明显的帧率的变化 73 | 74 | ## 执行顺序 75 | #### 参考文档 76 | https://connect.unity.com/p/unity-ecs-wu-liao-jie-systemzhi-xing-shun-xu 77 | 78 | #### 三个基本的ComponentSystemGroup 79 | ![](效果图/10.png) 80 | 81 | * InitializationSystemGroup 负责初始化工作 82 | * SimulationSystemGroup 负责逻辑运算工作 83 | * PresentationSystemGroup 负责结果与图形渲染工作 84 | 85 | #### 排序原则 86 | * 根据其[UpdateBefore/After(typeof(MySystem))]属性。如果在进行排序时在同一组中找不到属于此属性的系统类型，则它无效，并且会向您发送警告。 87 | * 如果没有[UpdateBefore/After]，它将会尝试分配到合适的位置，但仍确保那些具有[UpdateBefore/After]属性的System顺序不会改动。 88 | * 如果该ComponentSystemGroup包含另一个ComponentSystemGroup，则将对其进行递归排序。 89 | * 它可以检测到您的循环依赖关系[UpdateBefore/After]并记录信息。 90 | 91 | #### 添加标签改变执行顺序 92 | ``` 93 | [UpdateInGroup(typeof(InitializationSystemGroup))] 94 | public class SequenceSystemA : ComponentSystem 95 | { 96 | protected override void OnUpdate() 97 | { 98 | Debug.Log("SequenceSystemA Updating"); 99 | } 100 | } 101 | ``` 102 | 103 | ``` 104 | [UpdateInGroup(typeof(SimulationSystemGroup))] 105 | public class SequenceSystemB : ComponentSystem 106 | { 107 | protected override void OnUpdate() 108 | { 109 | Debug.Log("SequenceSystemB Updating"); 110 | } 111 | } 112 | ``` 113 | ![](效果图/11.png) 114 | 115 | 更改标签 116 | ``` 117 | [UpdateInGroup(typeof(SimulationSystemGroup))] 118 | [UpdateAfter(typeof(SequenceSystemB))] 119 | public class SequenceSystemA : ComponentSystem 120 | { 121 | protected override void OnUpdate() 122 | { 123 | Debug.Log("SequenceSystemA Updating"); 124 | } 125 | } 126 | ``` 127 | 128 | ``` 129 | [UpdateInGroup(typeof(SimulationSystemGroup))] 130 | public class SequenceSystemB : ComponentSystem 131 | { 132 | protected override void OnUpdate() 133 | { 134 | Debug.Log("SequenceSystemB Updating"); 135 | } 136 | } 137 | ``` 138 | ![](效果图/12.png) 139 | ![](效果图/13.png) 140 | 141 | 142 | ## C#任务系统 143 | * Job中数据类型只能是值类型 144 | * Job中不能使用引用类型，T[]数组属于引用类型，所以无法在job中使用 145 | * Job中使用NativeArray代替T[] 146 | 147 | ![](效果图/16.png) 148 | ![](效果图/17.png) 149 | 启动1000个Job 150 | ![](效果图/18.png) 151 | 发现各个工作线程并不是同时执行的，但有个好处是确保数据是正确的。 152 | 153 | ## IJobParallelFor(Job并行执行) 154 | * IJOB是一个一个的开县城任务，因为数据是顺序执行的所以他可以确保数据正确性。 155 | * 如果想让线程任务真正的并行，那么可以采用IJobParallelFor 156 | * 一旦线程任务并行的话，就意味着数据的执行下顺序不是线性的，每一个Job里的数据不能完全依赖上一个Job执行后的结果。 157 | * [ReadOnly]声明数据是否制度，如果数据是只读的，意味着这个数据不需要加锁。 158 | * 如果不声明默认数据是Read/Write的，数据一旦需要修改，那么Job就一定要等它。 159 | * 然而这一切Unity都已经帮我们做好，不需要自己做加解锁逻辑。 160 | 161 | ![](效果图/19.png) 162 | 163 | ![](效果图/20.png) 164 | 165 | 可以看出完全并行执行了。 166 | 167 | ## Burst编译器原理 168 | * Burst编译器是以LLVM为记住的后端编译技术 169 | * 编译器的原理会分为5个步骤：源代码->前端->优化器->后端->机器码 170 | * LLVM的定义了个抽象语言IR，前端负责将源码C#编译成IR，优化器负责优化IR，后端负责将IR生成目标语言这里就是机器码 171 | * 正是因为抽象语言IR的存在，所以LLVM支持的语言很多，而且也方便扩展C#、ActionScript、OC、Python、Swift等语言。 172 | * LLVM代码是开源了，所以Unity很适合用它来做Burst的编译。 173 | * 遗憾的是LLVM对C#的GC做的不好，所以Burst只支持值类型的数据编译，不支持引用类型的数据编译。 174 | 175 | ## Unity.Mathematics数学库 176 | * Unity.Mathematics提供了矢量类型(float4,flaot3),它可以直接银蛇到硬件SIMD寄存器。 177 | * Unity.mathematics的Math类中也提供了直接银蛇到硬件SIMD寄存器。 178 | * 这样原本CPU需要一个个计算的，有了SIMD可以一次性计算完毕。 179 | * 需要注意的是Unity之前的Math类默认是不支持映射SIMD寄存器的。 180 | 181 | ![](效果图/21.png) 182 | 183 | 184 | ## 启动BurstCompile 185 | 在Struct上添加上BurstCompile标签，Struct必须继承IJob类，否则无效。 186 | 187 | ## Component组件 188 | * 组件是一个简单的数据存储，它是struct值类型，并且实现IComponentData接口，它不能写方法，没有任何行为，比如前面提到的Position或者Rotation。 189 | * struct中建议使用float3代替Vector3、quaternion代替Quaternion，原因就是我们之前提到了Unity重写的数学库。 190 | * Unity.Mathematics的math类中也提供了直接映射到硬件SIMD寄存器。 191 | 192 | ![](效果图/22.png) 193 | 相同类型的组件会连续排布，提高cache命中率。 194 | 195 | ## Archetype原型 196 | ![](效果图/23.png) 197 | * 遍历组件之所以特别高效，得益于Archetype原型。 198 | * Archetype是一个容器，并且Unity规定每一个Archetype的大小是16kb，不够就再开一个，始终保持内存的连续性。 199 | * 如果我们在同一帧创建了100个实体，每个实体都有Position和Rotation组件，因为他们都用了相同的ArcheType所以他们在内存中都是连续的。 200 | 201 | ## System系统 202 | * System系统只关心Component组件，并不关心Component到底属于哪个Entity。 203 | * System系统中定义它所关心的组件，组件都连续的保存在ArcheType中，所以查找速度非常快。 204 | * System系统中在Update里可以统一更新自己关心的组件。 205 | ![](效果图/24.png) 206 | 207 | ## ISharedComponentData共享组件 208 | * IComponentData是结构体，结构体本身就是值类型数据，如果大量结构体中保存到 数据完全相同，那么在内存中也会产生多份。 209 | * ISharedComponentData表示共享组件，比较典型的例子就是场景中可能有很多物体渲染时的mesh和材质是相同的，如果使用IcomponentData来保存这就是内存的白白浪费。ISharedComponentData组件需要实现IEquateble接口，用于判断两个组件是否相等。 210 | ![](效果图/25.png) 211 | 212 | ## World世界 213 | * World包含EntityManager(实体管理器)、ComponentSystem(组件系统)、ArcheTypes(原型) 214 | * 注意EntityManager包含的是这个世界里所有的Entity、ComponentSystem则包含世界里所有的组件、ArcheTypes包含世界里所有的原型。 215 | * ECS默认提供了一个世界，我们也可以自己创建多个世界。 216 | * 世界与世界之间不具备互通性，每个世界都是唯一的，多个世界则可以同时并行。 217 | * World world = new World("MyWorld");可以new一个新的世界。 218 | ![](效果图/26.png) 219 | 220 | ## ECS+JOB+BURST让性能飞起来 221 | * ECS里的Component已经具有超高的Cache命中率，性能已经比传统的脚本方式快了不少。 222 | * 但是ComponentSystem知识运行在主线程中。 223 | * 这就意味着每个ComponentSystem都必须等上一个执行完毕才能执行自己的。 224 | * ECS要配合JobSystem才能让性能飞起来。 225 | ![](效果图/27.png) 226 | 227 | ## JobComponentSystem 228 | * JobComponentSystem继承ComponentSystem。 229 | * JobCompoonentSystem的Update和ComponentSystem一样都是一个执行完毕再执行喜爱一个。 230 | * 区别是JobComponentSystem的Update可以很快就返回，将复杂的计算丢给Job去完成。 231 | * 通过[ReadOnly]标志job中的数据是否为只读，只读的话Job是可以完全并行的。 232 | * 如果Job中某一个数据发声修改，那么这块数据就不能访问这块数据其他的Job并行运行。 233 | 234 | ## DOTS实践-删除游戏对象 235 | * 给一个空的GameObject绑定渲染组件和旋转组件。 236 | * 以前需要给GameObject板顶MeshFilter和MeshRender组件，现在都不需要了。 237 | * 使用ComponentDataProxy可以把一个struct绑定在游戏对象上。 238 | ![](效果图/28.png) 239 | ![](效果图/29.png) 240 | ![](效果图/30.png) 241 | 242 | ## 彻底删除游戏对象 243 | * Hierachy中现在仅有一个空的游戏对象，通过proxy将渲染、渲染组件绑定。 244 | * 进一步优化，把这个空游戏对象也彻底从Hierarchy视图中删除。 245 | ![](效果图/31.png) 246 | 247 | ## 场景导出ECS 248 | ![](效果图/32.png) 249 | 点击新生成的脚本中的Close按钮 250 | 251 | ## Prefab导出ECS 252 | 保存Prefab，通过GameObjectConversionUtility.ConvertGameObjectHierarchy直接将Prefab加载成ECS对象，注意Prefab只能是普通Mesh，如果带有谷歌动画是不能转成ECS的。 253 | ``` 254 | var manager = World.Active.EntityManager; 255 | Entity entity = GameObejctConversionUtility.ConvertGameObjectHierarchy(prefab,World.Active); 256 | Entity go = manager.Instantiate(entity); 257 | ``` 258 | 259 | ## ECS渲染 260 | * ECS本身是不包含渲染的，但是游戏的渲染其实跟实体Entity是紧密绑定的。 261 | * 原理大致是通过ECS在JOB中先准备渲染的数据，然后通过GPU Instancing一次渲染，中间不产生GameObject。 262 | * GPU Instancing是不待裁剪的，并且需要每帧在Update里调用，这样会产生额外的开销，即使物体不发生位置或者属性变化都需要强制刷新。 263 | * 建议使用CommandBuffer来渲染GPU Instancing，这样只有当物体位置或者属性发声改变再新型 264 | * 强制刷新。 265 | 266 | ##### BatchRendererGroup 267 | ![](效果图/33.png) 268 | 269 | ## GPU Instancing烘焙贴图 270 | * Lightmap红配贴图需要用到UV2 271 | * UV1是Mesh从自身贴图中采样，UV2则是Mesh从Lightmap烘焙贴图采样，最后在PS里将烘焙颜色叠加在一起，Mesh就能显示烘焙样色了。 272 | * 如果常经理大量相同的网格，但是由于红配后UV2不同，这样网格就不相同了，将大量占内存。 273 | * 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