## Protocol 13: Adaptive Multi-Objective Optimization - Iterative FEA + Neural Network surrogate workflow - Initial FEA sampling, NN training, NN-accelerated search - FEA validation of top NN predictions, retraining loop - adaptive_state.json tracks iteration history and best values - M1 mirror study (V11) with 103 FEA, 3000 NN trials ## Dashboard Visualization Enhancements - Added Plotly.js interactive charts (parallel coords, Pareto, convergence) - Lazy loading with React.lazy() for performance - Code splitting: plotly.js-basic-dist (~1MB vs 3.5MB) - Chart library toggle (Recharts default, Plotly on-demand) - ExpandableChart component for full-screen modal views - ConsoleOutput component for real-time log viewing ## Documentation - Protocol 13 detailed documentation - Dashboard visualization guide - Plotly components README - Updated run-optimization skill with Mode 5 (adaptive) ## Bug Fixes - Fixed TypeScript errors in dashboard components - Fixed Card component to accept ReactNode title - Removed unused imports across components 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
66 lines
2.1 KiB
TypeScript
66 lines
2.1 KiB
TypeScript
import { useState, useEffect } from 'react';
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import useWebSocket, { ReadyState } from 'react-use-websocket';
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import { WebSocketMessage } from '../types';
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interface UseOptimizationWebSocketProps {
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studyId: string | null;
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onMessage?: (message: WebSocketMessage) => void;
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}
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export const useOptimizationWebSocket = ({ studyId, onMessage }: UseOptimizationWebSocketProps) => {
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const [socketUrl, setSocketUrl] = useState<string | null>(null);
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useEffect(() => {
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if (studyId) {
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// In development, we might need to point to localhost:8000 explicitly if not proxied
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// But assuming Vite proxy is set up correctly:
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const protocol = window.location.protocol === 'https:' ? 'wss:' : 'ws:';
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const host = window.location.host; // This will be localhost:3000 in dev
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// If using proxy in vite.config.ts, this works.
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// If not, we might need to hardcode backend URL for dev:
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const backendHost = import.meta.env.DEV ? 'localhost:8000' : host;
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setSocketUrl(`${protocol}//${backendHost}/api/ws/optimization/${studyId}`);
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} else {
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setSocketUrl(null);
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}
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}, [studyId]);
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const { sendMessage, lastMessage, readyState } = useWebSocket(socketUrl, {
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shouldReconnect: (_closeEvent) => true,
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reconnectAttempts: 10,
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reconnectInterval: 3000,
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onOpen: () => console.log('WebSocket Connected'),
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onClose: () => console.log('WebSocket Disconnected'),
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onError: (e) => console.error('WebSocket Error:', e),
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});
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useEffect(() => {
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if (lastMessage !== null) {
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try {
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const data = JSON.parse(lastMessage.data) as WebSocketMessage;
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if (onMessage) {
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onMessage(data);
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}
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} catch (e) {
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console.error('Failed to parse WebSocket message:', e);
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}
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}
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}, [lastMessage, onMessage]);
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const connectionStatus = {
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[ReadyState.CONNECTING]: 'Connecting',
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[ReadyState.OPEN]: 'Open',
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[ReadyState.CLOSING]: 'Closing',
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[ReadyState.CLOSED]: 'Closed',
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[ReadyState.UNINSTANTIATED]: 'Uninstantiated',
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}[readyState];
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return {
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sendMessage,
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lastMessage,
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readyState,
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connectionStatus,
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};
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};
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