From 134bc901da4532ad7e6160e212dc6640ca90a8d7 Mon Sep 17 00:00:00 2001 From: Don McCurdy Date: Fri, 8 Nov 2024 11:53:57 -0500 Subject: [PATCH 1/3] feat(gltf): Add GLBArrowLoader --- modules/gltf/package.json | 10 +- modules/gltf/src/glb-arrow-loader.ts | 135 +++++++++++++++++++++++++++ modules/gltf/src/index.ts | 1 + yarn.lock | 20 +++- 4 files changed, 160 insertions(+), 6 deletions(-) create mode 100644 modules/gltf/src/glb-arrow-loader.ts diff --git a/modules/gltf/package.json b/modules/gltf/package.json index ec3302c180..2d1e16df08 100644 --- a/modules/gltf/package.json +++ b/modules/gltf/package.json @@ -43,15 +43,17 @@ "build-bundle-dev": "ocular-bundle ./bundle.ts --env=dev --output=dist/dist.dev.js" }, "dependencies": { + "@gltf-transform/core": "^4.1.0", + "@gltf-transform/extensions": "^4.1.0", + "@gltf-transform/functions": "^4.1.0", "@loaders.gl/draco": "4.4.0-alpha.0", "@loaders.gl/images": "4.4.0-alpha.0", "@loaders.gl/loader-utils": "4.4.0-alpha.0", "@loaders.gl/schema": "4.4.0-alpha.0", + "@loaders.gl/schema-utils": "4.4.0-alpha.0", "@loaders.gl/textures": "4.4.0-alpha.0", - "@math.gl/core": "^4.1.0" - }, - "peerDependencies": { - "@loaders.gl/core": "4.4.0-alpha.0" + "@math.gl/core": "^4.1.0", + "apache-arrow": ">= 15.0.0" }, "gitHead": "3213679d79e6ff2814d48fd3337acfa446c74099" } diff --git a/modules/gltf/src/glb-arrow-loader.ts b/modules/gltf/src/glb-arrow-loader.ts new file mode 100644 index 0000000000..a4026bed31 --- /dev/null +++ b/modules/gltf/src/glb-arrow-loader.ts @@ -0,0 +1,135 @@ +import {Matrix4} from '@math.gl/core'; +import {Accessor, Node, PlatformIO, Primitive, WebIO} from '@gltf-transform/core'; +import {KHRONOS_EXTENSIONS} from '@gltf-transform/extensions'; +import {unweld, uninstance, dequantize} from '@gltf-transform/functions'; +import * as arrow from 'apache-arrow'; +import type {LoaderWithParser, LoaderOptions} from '@loaders.gl/loader-utils'; +import {ArrowTable, DataType, Field, Schema, SchemaMetadata} from '@loaders.gl/schema'; +import {deserializeArrowField, deserializeArrowType} from '@loaders.gl/schema-utils'; +import {GLBLoader} from './glb-loader'; + +/** GLB Arrow loader options */ +export type GLBArrowLoaderOptions = LoaderOptions & { + io?: PlatformIO; +}; + +export type ArrowTableTransformList = [ArrowTable, Matrix4][]; + +/** + * GLB Loader - + * GLB is the binary container format for GLTF + */ +export const GLBArrowLoader = { + ...GLBLoader, + dataType: null as unknown as ArrowTableTransformList, + batchType: null as never, + worker: false, + parse, + parseSync: undefined +} as const satisfies LoaderWithParser; + +async function parse( + arrayBuffer: ArrayBuffer, + options?: GLBArrowLoaderOptions +): Promise { + const io = options?.io || new WebIO().registerExtensions(KHRONOS_EXTENSIONS); + const document = await io.readBinary(new Uint8Array(arrayBuffer)); + + // Unclear how represent indexed, instanced, or normalized meshes as + // ArrowTable. Convert to simpler representations for now. + await document.transform(unweld(), uninstance(), dequantize()); + + const scene = document.getRoot().getDefaultScene() || document.getRoot().listScenes()[0]; + const meshList: ArrowTableTransformList = []; + + // Traverse the default scene, creating a list of mesh primitives and their + // corresponding scene transforms. + scene.traverse((node: Node) => { + if (node.getMesh()) { + const matrix = new Matrix4(node.getWorldMatrix()); + for (const prim of node.getMesh()!.listPrimitives()) { + meshList.push([convertPrimitiveToArrowTable(prim), matrix]); + } + } + }); + + return meshList; +} + +/** + * Encodes a glTF Transform Primitive as an ArrowTable. Currently ignores + * materials, morph targets, and extras. + */ +function convertPrimitiveToArrowTable(prim: Primitive): ArrowTable { + const fields: Field[] = []; + const arrowFields: arrow.Field[] = []; + const arrowAttributes: arrow.Data[] = []; + + let vertexCount = -1; + + for (const name of prim.listSemantics()) { + const attribute = prim.getAttribute(name)!; + const type = componentTypeToDataType(attribute.getComponentType()); + + const field: Field = {name, type}; + const arrowField = deserializeArrowField(field); + const arrowAttribute = accessorToArrowListData(attribute); + + fields.push(field); + arrowFields.push(arrowField); + arrowAttributes.push(arrowAttribute); + + if (vertexCount <= 0) { + vertexCount = attribute.getCount(); + } + } + + const metadata: SchemaMetadata = {}; + const schema: Schema = {fields, metadata}; + + const arrowSchema = new arrow.Schema(arrowFields); + const arrowStruct = new arrow.Struct(arrowFields); + const arrowData = new arrow.Data(arrowStruct, 0, vertexCount, 0, undefined, arrowAttributes); + const arrowRecordBatch = new arrow.RecordBatch(arrowSchema, arrowData); + const arrowTable = new arrow.Table([arrowRecordBatch]); + + return {shape: 'arrow-table', schema, data: arrowTable}; +} + +/** Encodes a glTF component type as an equivalent DataType string. */ +function componentTypeToDataType(componentType: number): DataType { + switch (componentType) { + case Accessor.ComponentType.FLOAT: + return 'float32'; + case Accessor.ComponentType.UNSIGNED_BYTE: + return 'uint8'; + case Accessor.ComponentType.UNSIGNED_SHORT: + return 'uint16'; + case Accessor.ComponentType.UNSIGNED_INT: + return 'uint32'; + case Accessor.ComponentType.BYTE: + return 'int8'; + case Accessor.ComponentType.SHORT: + return 'int16'; + case Accessor.ComponentType.INT: + return 'int32'; + default: + throw new Error(`Unexpected component type, ${componentType}`); + } +} + +/** Encodes a glTF Transform Accessor as an arrow.Data list. */ +function accessorToArrowListData(accessor: Accessor): arrow.Data { + const size = accessor.getElementSize(); + const count = accessor.getCount(); + const type = componentTypeToDataType(accessor.getComponentType()); + const arrowType = deserializeArrowType(type); + const arrowList = new arrow.FixedSizeList(size, new arrow.Field('value', arrowType)); + const arrowNestedType = arrowList.children[0].type; // TODO: Eh? + const buffers = {[arrow.BufferType.DATA]: accessor.getArray()}; + const arrowNestedData = new arrow.Data(arrowNestedType, 0, size * count, 0, buffers); + const arrowData = new arrow.Data(arrowList, 0, count, 0, undefined, [ + arrowNestedData + ]); + return arrowData; +} diff --git a/modules/gltf/src/index.ts b/modules/gltf/src/index.ts index e14ce53a34..c2486c38c2 100644 --- a/modules/gltf/src/index.ts +++ b/modules/gltf/src/index.ts @@ -85,6 +85,7 @@ export {GLTFWriter} from './gltf-writer'; // GLB Loader & Writer (for custom formats that want to leverage the GLB binary "envelope") export {GLBLoader} from './glb-loader'; +export {GLBArrowLoader} from './glb-arrow-loader'; export {GLBWriter} from './glb-writer'; // glTF Data Access Helper Class diff --git a/yarn.lock b/yarn.lock index aa62b0dab0..889509df5f 100644 --- a/yarn.lock +++ b/yarn.lock @@ -4340,6 +4340,15 @@ __metadata: languageName: node linkType: hard +"@gltf-transform/core@npm:^4.1.0": + version: 4.1.0 + resolution: "@gltf-transform/core@npm:4.1.0" + dependencies: + property-graph: "npm:^3.0.0" + checksum: 10c0/0e86b186881d6eb2317ac1b15108e02de16d9c407e0903982b6c68636a1abab07bf855126272aae49e2caae8aeeb59c278bffbb69af92ac3c6d90dfae8745d32 + languageName: node + linkType: hard + "@hapi/hoek@npm:^9.0.0, @hapi/hoek@npm:^9.3.0": version: 9.3.0 resolution: "@hapi/hoek@npm:9.3.0" @@ -4969,14 +4978,14 @@ __metadata: version: 0.0.0-use.local resolution: "@loaders.gl/gltf@workspace:modules/gltf" dependencies: + "@gltf-transform/core": "npm:^4.1.0" "@loaders.gl/draco": "npm:4.4.0-alpha.0" "@loaders.gl/images": "npm:4.4.0-alpha.0" "@loaders.gl/loader-utils": "npm:4.4.0-alpha.0" "@loaders.gl/schema": "npm:4.4.0-alpha.0" "@loaders.gl/textures": "npm:4.4.0-alpha.0" "@math.gl/core": "npm:^4.1.0" - peerDependencies: - "@loaders.gl/core": 4.4.0-alpha.0 + apache-arrow: "npm:>= 15.0.0" languageName: unknown linkType: soft @@ -22796,6 +22805,13 @@ __metadata: languageName: node linkType: hard +"property-graph@npm:^3.0.0": + version: 3.0.0 + resolution: "property-graph@npm:3.0.0" + checksum: 10c0/689c5377535db079f506e8715761e83adeb7aa25b59de91518b45a22718c6f33edffea2c27bf3c12b484156ef457cead97cdbb163624e47641c8afda26c8f74d + languageName: node + linkType: hard + "property-information@npm:^6.0.0": version: 6.5.0 resolution: "property-information@npm:6.5.0" From f3edcafbca3d0a1598e1626409903a4057133dcc Mon Sep 17 00:00:00 2001 From: Don McCurdy Date: Fri, 8 Nov 2024 12:46:23 -0500 Subject: [PATCH 2/3] Examples: Add GLBArrowLoader to pointcloud arrow example --- 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