wip: pyodide kernel

This commit is contained in:
Timothy Jaeryang Baek 2025-02-04 21:02:11 -08:00
parent e7da506add
commit f88a80ac47
2 changed files with 204 additions and 0 deletions

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import PyodideWorker from '$lib/pyodide/pyodideKernel.worker?worker';
export type CellState = {
id: string;
status: 'idle' | 'running' | 'completed' | 'error';
result: any;
stdout: string;
stderr: string;
};
export class PyodideKernel {
private worker: Worker;
private listeners: Map<string, (data: any) => void>;
constructor() {
this.worker = new PyodideWorker();
this.listeners = new Map();
// Listen to messages from the worker
this.worker.onmessage = (event) => {
const { type, id, ...data } = event.data;
if ((type === 'stdout' || type === 'stderr') && this.listeners.has(id)) {
this.listeners.get(id)?.({ type, id, ...data });
} else if (type === 'result' && this.listeners.has(id)) {
this.listeners.get(id)?.({ type, id, ...data });
// Remove the listener once the result is delivered
this.listeners.delete(id);
} else if (type === 'kernelState') {
this.listeners.forEach((listener) => listener({ type, ...data }));
}
};
// Initialize the worker
this.worker.postMessage({ type: 'initialize' });
}
async execute(id: string, code: string): Promise<CellState> {
return new Promise((resolve, reject) => {
// Set up the listener for streaming and execution result
const state: CellState = {
id,
status: 'running',
result: null,
stdout: '',
stderr: ''
};
this.listeners.set(id, (data) => {
if (data.type === 'stdout') {
state.stdout += data.message;
} else if (data.type === 'stderr') {
state.stderr += data.message;
} else if (data.type === 'result') {
// Final result
const { state: finalState } = data;
resolve(finalState);
}
});
// Send execute request to the worker
this.worker.postMessage({ type: 'execute', id, code });
});
}
async getState() {
return new Promise<Record<string, CellState>>((resolve) => {
this.worker.postMessage({ type: 'getState' });
this.listeners.set('kernelState', (data) => {
if (data.type === 'kernelState') {
resolve(data.state);
}
});
});
}
terminate() {
this.worker.postMessage({ type: 'terminate' });
this.worker.terminate();
}
}

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import { loadPyodide, type PyodideInterface } from 'pyodide';
declare global {
interface Window {
stdout: string | null;
stderr: string | null;
pyodide: PyodideInterface;
cells: Record<string, CellState>;
indexURL: string;
}
}
type CellState = {
id: string;
status: 'idle' | 'running' | 'completed' | 'error';
result: any;
stdout: string;
stderr: string;
};
const initializePyodide = async () => {
// Ensure Pyodide is loaded once and cached in the worker's global scope
if (!self.pyodide) {
self.indexURL = '/pyodide/';
self.stdout = '';
self.stderr = '';
self.cells = {};
self.pyodide = await loadPyodide({
indexURL: self.indexURL
});
}
};
const executeCode = async (id: string, code: string) => {
if (!self.pyodide) {
await initializePyodide();
}
// Update the cell state to "running"
self.cells[id] = {
id,
status: 'running',
result: null,
stdout: '',
stderr: ''
};
// Redirect stdout/stderr to stream updates
self.pyodide.setStdout({
batched: (msg: string) => {
self.cells[id].stdout += msg;
self.postMessage({ type: 'stdout', id, message: msg });
}
});
self.pyodide.setStderr({
batched: (msg: string) => {
self.cells[id].stderr += msg;
self.postMessage({ type: 'stderr', id, message: msg });
}
});
try {
// Dynamically load required packages based on imports in the Python code
await self.pyodide.loadPackagesFromImports(code, {
messageCallback: (msg: string) => {
self.postMessage({ type: 'stdout', id, package: true, message: `[package] ${msg}` });
},
errorCallback: (msg: string) => {
self.postMessage({ type: 'stderr', id, package: true, message: `[package] ${msg}` });
}
});
// Execute the Python code
const result = await self.pyodide.runPythonAsync(code);
self.cells[id].result = result;
self.cells[id].status = 'completed';
} catch (error) {
self.cells[id].status = 'error';
self.cells[id].stderr += `\n${error.toString()}`;
} finally {
// Notify parent thread when execution completes
self.postMessage({
type: 'result',
id,
state: self.cells[id]
});
}
};
// Handle messages from the main thread
self.onmessage = async (event) => {
const { type, id, code, ...args } = event.data;
switch (type) {
case 'initialize':
await initializePyodide();
self.postMessage({ type: 'initialized' });
break;
case 'execute':
if (id && code) {
await executeCode(id, code);
}
break;
case 'getState':
self.postMessage({
type: 'kernelState',
state: self.cells
});
break;
case 'terminate':
// Explicitly clear the worker for cleanup
for (const key in self.cells) delete self.cells[key];
self.close();
break;
default:
console.error(`Unknown message type: ${type}`);
}
};