| 1 | {"version":3,"file":"ReglComputeModel.js","names":["textureId","debug","ReglComputeModel","reGl","context","entity","createEntity","texFBO","computeCommand","textureCache","outputTextureName","swapOutputTextureName","compiledPingpong","dynamicPingpong","uniforms","forEach","uniform","name","type","data","isReferer","storageClass","STORAGE_CLASS","StorageBuffer","calcDataTexture","width","textureWidth","isOutput","needPingpong","undefined","compiledBundle","output","textureSize","console","log","id","texture","Uniform","Array","isArray","length","Error","getOuputDataTexture","texelCount","u_OutputTextureSize","u_OutputTexelCount","drawParams","attributes","a_Position","a_TexCoord","frag","shader","vert","quadVert","primitive","count","maxIteration","swap","framebuffer","color","use","pixels","read","originalDataLength","elementsPerTexel","typedArrayConstructor","Float32Array","formattedPixels","i","push","slice","model","inputName","inputModel","bufferName","offset","buffer","find","paddingData","createSwapOutputDataTexture","outputTextureUniformName","tmp","cloneDataTexture","height","AST_TOKEN_TYPES","Vector4FloatArray","Math","ceil","sqrt","paddingTexelCount","fill","constructor"],"sources":["../../src/webgl/ReglComputeModel.ts"],"sourcesContent":["import {\n AST_TOKEN_TYPES,\n createEntity,\n DataType,\n GLSLContext,\n IComputeModel,\n STORAGE_CLASS,\n} from '@antv/g-webgpu-core';\nimport { isTypedArray } from 'lodash';\nimport regl from 'regl';\nimport quadVert from './shaders/quad.vert.glsl';\n\ninterface DataTextureDescriptor {\n id: number;\n data:\n | number\n | number[]\n | Float32Array\n | Uint8Array\n | Uint16Array\n | Uint32Array\n | Int8Array\n | Int16Array\n | Int32Array\n | undefined;\n textureWidth: number;\n texture: regl.Texture2D;\n texelCount: number;\n originalDataLength: number;\n elementsPerTexel: number;\n typedArrayConstructor?: Function;\n isOutput: boolean;\n}\n\nlet textureId = 0;\nconst debug = false;\n\n/**\n * adaptor for regl.DrawCommand\n */\nexport default class ReglComputeModel implements IComputeModel {\n private entity = createEntity();\n private texFBO: regl.Framebuffer2D;\n private computeCommand: regl.DrawCommand;\n private textureCache: {\n [textureName: string]: DataTextureDescriptor;\n } = {};\n private outputTextureName: string;\n private swapOutputTextureName: string;\n private compiledPingpong: boolean;\n private dynamicPingpong: boolean;\n\n constructor(private reGl: regl.Regl, private context: GLSLContext) {\n const uniforms: Record<string, any> = {};\n this.context.uniforms.forEach((uniform) => {\n const { name, type, data, isReferer, storageClass } = uniform;\n // store data with a 2D texture\n if (storageClass === STORAGE_CLASS.StorageBuffer) {\n if (!isReferer) {\n this.textureCache[name] = this.calcDataTexture(name, type, data!);\n const { textureWidth: width, isOutput } = this.textureCache[name];\n uniforms[`${name}Size`] = [width, width];\n\n if (isOutput) {\n this.outputTextureName = name;\n if (this.context.needPingpong) {\n this.outputTextureName = `${name}Output`;\n this.textureCache[this.outputTextureName] = this.calcDataTexture(\n name,\n type,\n data!,\n );\n }\n }\n } else {\n // @ts-ignore\n this.textureCache[name] = {\n data: undefined,\n };\n // refer to another kernel's output,\n // the referred kernel may not have been initialized, so we use dynamic way here\n uniforms[`${name}Size`] = () =>\n // @ts-ignore\n data.compiledBundle.context.output.textureSize;\n }\n\n uniforms[name] = () => {\n if (debug) {\n console.log(\n `[${this.entity}]: ${name} ${this.textureCache[name].id}`,\n );\n }\n return this.textureCache[name].texture;\n };\n } else if (storageClass === STORAGE_CLASS.Uniform) {\n if (\n data &&\n (Array.isArray(data) || isTypedArray(data)) &&\n (data as ArrayLike<number>).length > 16\n ) {\n // up to mat4 which includes 16 elements\n throw new Error(`invalid data type ${type}`);\n }\n // get uniform dynamically\n uniforms[name] = () => uniform.data;\n }\n });\n\n const { textureWidth, texelCount } = this.getOuputDataTexture();\n\n // 传入 output 纹理尺寸和数据长度，便于多余的 texel 提前退出\n uniforms.u_OutputTextureSize = [textureWidth, textureWidth];\n uniforms.u_OutputTexelCount = texelCount;\n\n // 保存在 Kernel 的上下文中，供其他 Kernel 引用\n this.context.output.textureSize = [textureWidth!, textureWidth!];\n\n const drawParams: regl.DrawConfig = {\n attributes: {\n a_Position: [\n [-1, 1, 0],\n [-1, -1, 0],\n [1, 1, 0],\n [1, -1, 0],\n ],\n a_TexCoord: [\n [0, 1],\n [0, 0],\n [1, 1],\n [1, 0],\n ],\n },\n frag: `#ifdef GL_FRAGMENT_PRECISION_HIGH\n precision highp float;\n#else\n precision mediump float;\n#endif\n${this.context.shader}`,\n uniforms,\n vert: quadVert,\n // TODO: use a fullscreen triangle instead.\n primitive: 'triangle strip',\n count: 4,\n };\n\n this.computeCommand = this.reGl(drawParams);\n }\n\n public run() {\n if (this.context.maxIteration > 1 && this.context.needPingpong) {\n this.compiledPingpong = true;\n }\n // need pingpong when (@in@out and execute(10)) or use `setBinding('out', self)`\n // this.needPingpong =\n // !!(this.context.maxIteration > 1 && this.context.needPingpong);\n\n // if (this.relativeOutputTextureNames.length) {\n // const { id, texture } = this.getOuputDataTexture();\n // this.relativeOutputTextureNames.forEach((name) => {\n // this.textureCache[name].id = id;\n // this.textureCache[name].texture = texture;\n // });\n // this.swap();\n // }\n\n if (this.compiledPingpong || this.dynamicPingpong) {\n this.swap();\n }\n\n this.texFBO = this.reGl.framebuffer({\n color: this.getOuputDataTexture().texture,\n });\n this.texFBO.use(() => {\n this.computeCommand();\n });\n if (debug) {\n console.log(`[${this.entity}]: output ${this.getOuputDataTexture().id}`);\n }\n }\n\n public async readData() {\n let pixels: Uint8Array | Float32Array;\n this.reGl({\n framebuffer: this.texFBO,\n })(() => {\n pixels = this.reGl.read();\n });\n\n // @ts-ignore\n if (pixels) {\n const {\n originalDataLength,\n elementsPerTexel,\n typedArrayConstructor = Float32Array,\n } = this.getOuputDataTexture();\n\n let formattedPixels = [];\n if (elementsPerTexel !== 4) {\n for (let i = 0; i < pixels.length; i += 4) {\n if (elementsPerTexel === 1) {\n formattedPixels.push(pixels[i]);\n } else if (elementsPerTexel === 2) {\n formattedPixels.push(pixels[i], pixels[i + 1]);\n } else {\n formattedPixels.push(pixels[i], pixels[i + 1], pixels[i + 2]);\n }\n }\n } else {\n // @ts-ignore\n formattedPixels = pixels;\n }\n\n // 截取多余的部分\n // @ts-ignore\n return new typedArrayConstructor(\n formattedPixels.slice(0, originalDataLength),\n );\n }\n\n return new Float32Array();\n }\n\n public confirmInput(model: IComputeModel, inputName: string) {\n let inputModel: ReglComputeModel;\n // refer to self, same as pingpong\n if (this.entity === (model as ReglComputeModel).entity) {\n this.dynamicPingpong = true;\n inputModel = this;\n } else {\n inputModel = model as ReglComputeModel;\n }\n\n this.textureCache[inputName].id = inputModel.getOuputDataTexture().id;\n this.textureCache[\n inputName\n ].texture = inputModel.getOuputDataTexture().texture;\n\n if (debug) {\n console.log(\n `[${this.entity}]: confirm input ${inputName} from model ${\n inputModel.entity\n }, ${(inputModel as ReglComputeModel).getOuputDataTexture().id}`,\n );\n }\n }\n\n public updateUniform() {\n // already get uniform's data dynamically when created, do nothing here\n }\n\n public updateBuffer(\n bufferName: string,\n data:\n | number[]\n | Float32Array\n | Uint8Array\n | Uint16Array\n | Uint32Array\n | Int8Array\n | Int16Array\n | Int32Array,\n offset: number = 0,\n ) {\n // regenerate data texture\n const buffer = this.context.uniforms.find(\n ({ name }) => name === bufferName,\n );\n if (buffer) {\n const { texture, data: paddingData } = this.calcDataTexture(\n bufferName,\n buffer.type,\n data,\n );\n\n // TODO: destroy outdated texture\n this.textureCache[bufferName].data = paddingData;\n this.textureCache[bufferName].texture = texture;\n }\n }\n\n public destroy() {\n // regl will destroy all resources\n }\n\n private swap() {\n if (!this.swapOutputTextureName) {\n this.createSwapOutputDataTexture();\n }\n\n if (this.compiledPingpong) {\n const outputTextureUniformName = this.context.output.name;\n this.textureCache[\n outputTextureUniformName\n ].id = this.getOuputDataTexture().id;\n this.textureCache[\n outputTextureUniformName\n ].texture = this.getOuputDataTexture().texture;\n }\n\n const tmp = this.outputTextureName;\n this.outputTextureName = this.swapOutputTextureName;\n this.swapOutputTextureName = tmp;\n\n if (debug) {\n console.log(\n `[${this.entity}]: after swap, output ${this.getOuputDataTexture().id}`,\n );\n }\n }\n\n private getOuputDataTexture() {\n return this.textureCache[this.outputTextureName];\n }\n\n private createSwapOutputDataTexture() {\n const texture = this.cloneDataTexture(this.getOuputDataTexture());\n this.swapOutputTextureName = `${this.entity}-swap`;\n this.textureCache[this.swapOutputTextureName] = texture;\n }\n\n private cloneDataTexture(texture: DataTextureDescriptor) {\n const { data, textureWidth } = texture;\n return {\n ...texture,\n id: textureId++,\n // @ts-ignore\n texture: this.reGl.texture({\n width: textureWidth,\n height: textureWidth,\n data,\n type: 'float',\n }),\n };\n }\n\n private calcDataTexture(\n name: string,\n type: DataType,\n data:\n | number\n | number[]\n | Float32Array\n | Uint8Array\n | Uint16Array\n | Uint32Array\n | Int8Array\n | Int16Array\n | Int32Array,\n ) {\n let elementsPerTexel = 1;\n if (type === AST_TOKEN_TYPES.Vector4FloatArray) {\n elementsPerTexel = 4;\n }\n\n // 用 0 补全不足 vec4 的部分\n const paddingData: number[] = [];\n for (let i = 0; i < (data as number[]).length; i += elementsPerTexel) {\n if (elementsPerTexel === 1) {\n paddingData.push((data as number[])[i], 0, 0, 0);\n } else if (elementsPerTexel === 2) {\n paddingData.push(\n (data as number[])[i],\n (data as number[])[i + 1],\n 0,\n 0,\n );\n } else if (elementsPerTexel === 3) {\n paddingData.push(\n (data as number[])[i],\n (data as number[])[i + 1],\n (data as number[])[i + 2],\n 0,\n );\n } else if (elementsPerTexel === 4) {\n paddingData.push(\n (data as number[])[i],\n (data as 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