Добавить PLY-загрузку и Docker Web UI с PCL-пайплайном.
PLY читается в FilePointCloudSource, CLI отдаёт геометрию в output JSON, а Docker/FastAPI/Three.js дают веб-запуск пайплайна без конфликта libpq на хосте. Co-authored-by: Cursor <cursoragent@cursor.com>
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import * as THREE from "three";
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import { OrbitControls } from "three/addons/controls/OrbitControls.js";
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const fileInput = document.getElementById("fileInput");
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const presetSelect = document.getElementById("presetSelect");
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const runButton = document.getElementById("runButton");
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const statusEl = document.getElementById("status");
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const healthEl = document.getElementById("health");
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const metricsEl = document.getElementById("metrics");
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const metricInput = document.getElementById("metricInput");
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const metricAfter = document.getElementById("metricAfter");
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const metricTriangles = document.getElementById("metricTriangles");
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const metricReconstruction = document.getElementById("metricReconstruction");
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const metricTime = document.getElementById("metricTime");
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const viewport = document.getElementById("viewport");
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let presets = [];
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let pointCloud = null;
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let meshObject = null;
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const scene = new THREE.Scene();
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scene.background = new THREE.Color(0x0b1118);
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const camera = new THREE.PerspectiveCamera(55, 1, 0.001, 100000);
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camera.position.set(2.5, 2.0, 2.5);
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const renderer = new THREE.WebGLRenderer({ antialias: true });
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renderer.setPixelRatio(window.devicePixelRatio || 1);
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viewport.appendChild(renderer.domElement);
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const controls = new OrbitControls(camera, renderer.domElement);
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controls.enableDamping = true;
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scene.add(new THREE.AmbientLight(0xffffff, 0.65));
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const keyLight = new THREE.DirectionalLight(0xffffff, 0.9);
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keyLight.position.set(4, 6, 3);
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scene.add(keyLight);
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const grid = new THREE.GridHelper(10, 20, 0x31465d, 0x1d2a38);
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grid.position.y = -0.001;
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scene.add(grid);
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function resize() {
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const width = viewport.clientWidth;
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const height = viewport.clientHeight;
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camera.aspect = width / Math.max(height, 1);
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camera.updateProjectionMatrix();
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renderer.setSize(width, height, false);
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}
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function animate() {
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controls.update();
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renderer.render(scene, camera);
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requestAnimationFrame(animate);
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}
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function clearSceneObjects() {
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if (pointCloud) {
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scene.remove(pointCloud);
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pointCloud.geometry.dispose();
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pointCloud.material.dispose();
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pointCloud = null;
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}
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if (meshObject) {
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scene.remove(meshObject);
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meshObject.geometry.dispose();
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meshObject.material.dispose();
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meshObject = null;
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}
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}
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function fitCameraToPoints(points) {
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if (!points || points.length === 0) {
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return;
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}
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const box = new THREE.Box3();
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for (const point of points) {
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box.expandByPoint(new THREE.Vector3(point[0], point[1], point[2]));
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}
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const center = box.getCenter(new THREE.Vector3());
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const size = box.getSize(new THREE.Vector3());
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const radius = Math.max(size.x, size.y, size.z) * 0.6 || 1.0;
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controls.target.copy(center);
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camera.position.copy(center.clone().add(new THREE.Vector3(radius * 1.8, radius * 1.2, radius * 1.8)));
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camera.near = Math.max(radius / 1000, 0.0001);
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camera.far = radius * 100;
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camera.updateProjectionMatrix();
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controls.update();
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}
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function renderGeometry(points, triangleIndices) {
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clearSceneObjects();
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if (!points || points.length === 0) {
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return;
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}
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const positions = new Float32Array(points.length * 3);
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for (let i = 0; i < points.length; i += 1) {
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positions[i * 3] = points[i][0];
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positions[i * 3 + 1] = points[i][1];
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positions[i * 3 + 2] = points[i][2];
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}
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const pointsGeometry = new THREE.BufferGeometry();
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pointsGeometry.setAttribute("position", new THREE.BufferAttribute(positions, 3));
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pointCloud = new THREE.Points(
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pointsGeometry,
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new THREE.PointsMaterial({ color: 0x7dd3fc, size: 0.01, sizeAttenuation: true })
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);
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scene.add(pointCloud);
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if (triangleIndices && triangleIndices.length > 0) {
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const indices = new Uint32Array(triangleIndices.length * 3);
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for (let i = 0; i < triangleIndices.length; i += 1) {
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indices[i * 3] = triangleIndices[i][0];
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indices[i * 3 + 1] = triangleIndices[i][1];
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indices[i * 3 + 2] = triangleIndices[i][2];
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}
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const meshGeometry = new THREE.BufferGeometry();
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meshGeometry.setAttribute("position", new THREE.BufferAttribute(positions, 3));
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meshGeometry.setIndex(new THREE.BufferAttribute(indices, 1));
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meshGeometry.computeVertexNormals();
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meshObject = new THREE.Mesh(
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meshGeometry,
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new THREE.MeshStandardMaterial({
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color: 0x60a5fa,
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transparent: true,
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opacity: 0.55,
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side: THREE.DoubleSide,
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flatShading: false,
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})
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);
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scene.add(meshObject);
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}
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fitCameraToPoints(points);
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}
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function setStatus(message, isError = false) {
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statusEl.textContent = message;
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statusEl.style.color = isError ? "#ffb4c0" : "#9db0c3";
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}
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function updateMetrics(result) {
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metricsEl.classList.remove("hidden");
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metricInput.textContent = String(result.inputPoints ?? "-");
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metricAfter.textContent = String(result.afterPreprocess ?? "-");
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metricTriangles.textContent = String(result.triangles ?? "-");
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metricReconstruction.textContent = String(result.reconstruction ?? "-");
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metricTime.textContent = String(result.reconstructionMs ?? "-");
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}
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async function loadHealth() {
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try {
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const response = await fetch("/api/health");
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const data = await response.json();
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if (!response.ok) {
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throw new Error("Health check failed");
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}
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healthEl.textContent = data.binaryExists === "True" || data.binaryExists === true
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? "API online, pipeline binary ready"
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: "API online, binary missing";
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healthEl.className = "health ok";
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} catch (error) {
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healthEl.textContent = "API unavailable";
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healthEl.className = "health error";
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}
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}
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async function loadPresets() {
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const response = await fetch("/api/presets");
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presets = await response.json();
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presetSelect.innerHTML = "";
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const defaultOption = document.createElement("option");
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defaultOption.value = "";
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defaultOption.textContent = "Default pipeline";
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presetSelect.appendChild(defaultOption);
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for (const preset of presets) {
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const option = document.createElement("option");
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option.value = preset.id;
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option.textContent = preset.title || preset.id;
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presetSelect.appendChild(option);
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}
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}
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async function runPipeline() {
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const file = fileInput.files?.[0];
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if (!file) {
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setStatus("Select a point cloud file first.", true);
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return;
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}
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runButton.disabled = true;
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setStatus("Running pipeline...");
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const formData = new FormData();
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formData.append("file", file);
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const presetId = presetSelect.value;
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if (presetId) {
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formData.append("preset_id", presetId);
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}
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try {
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const response = await fetch("/api/run", {
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method: "POST",
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body: formData,
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});
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const payload = await response.json();
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if (!response.ok) {
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throw new Error(payload.detail || "Pipeline failed");
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}
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updateMetrics(payload);
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renderGeometry(payload.points || [], payload.triangleIndices || []);
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setStatus(payload.stdout || "Pipeline completed.");
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} catch (error) {
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setStatus(String(error.message || error), true);
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} finally {
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runButton.disabled = false;
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}
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}
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runButton.addEventListener("click", runPipeline);
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window.addEventListener("resize", resize);
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resize();
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animate();
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loadHealth();
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loadPresets().catch((error) => setStatus(`Failed to load presets: ${error}`, true));
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