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declare global {
interface Window {
stdout: string | null;
stderr: string | null;
// eslint-disable-next-line @typescript-eslint/no-explicit-any
result: any;
pyodide: PyodideInterface;
packages: string[];
// eslint-disable-next-line @typescript-eslint/no-explicit-any
[key: string]: any;
}
}
// ---------------------------------------------------------------------------
// Pyodide bootstrap
// ---------------------------------------------------------------------------
let pyodideReady: Promise<void> | null = null;
async function loadPyodideAndPackages(packages: string[] = []) {
self.stdout = null;
self.stderr = null;
self.result = null;
self.pyodide = await loadPyodide({
indexURL: '/pyodide/',
stdout: (text) => {
console.log('Python output:', text);
if (self.stdout) {
self.stdout += `${text}\n`;
} else {
self.stdout = `${text}\n`;
}
},
stderr: (text) => {
console.log('An error occurred:', text);
if (self.stderr) {
self.stderr += `${text}\n`;
} else {
self.stderr = `${text}\n`;
}
},
packages: ['micropip']
});
// Create the upload directory and mount IDBFS for persistence
const uploadDir = '/mnt/uploads';
self.pyodide.FS.mkdirTree(uploadDir);
self.pyodide.FS.mount(self.pyodide.FS.filesystems.IDBFS, {}, '/mnt');
// Load persisted files from IndexedDB
await new Promise<void>((resolve) => {
(self.pyodide.FS as any).syncfs(true, (err: Error | null) => {
if (err) {
console.error('Error syncing from IndexedDB:', err);
}
// Always resolve — missing data is fine on first run
resolve();
});
});
// Ensure /mnt/uploads still exists after sync (first-time init)
try {
self.pyodide.FS.stat(uploadDir);
} catch {
self.pyodide.FS.mkdirTree(uploadDir);
}
const micropip = self.pyodide.pyimport('micropip');
await micropip.install(packages);
}
/**
* Ensure Pyodide is loaded. On the first call, loads and installs packages.
* Subsequent calls reuse the already-loaded instance (persistent worker).
*/
async function ensurePyodide(packages: string[] = []) {
if (!pyodideReady) {
pyodideReady = loadPyodideAndPackages(packages);
}
await pyodideReady;
// Install any additional packages not loaded on init
if (packages.length > 0 && self.pyodide) {
const micropip = self.pyodide.pyimport('micropip');
await micropip.install(packages);
}
}
/**
* Persist the in-memory FS to IndexedDB (fire-and-forget with logging).
*/
function persistFS() {
if (!self.pyodide) return;
(self.pyodide.FS as any).syncfs(false, (err: Error | null) => {
if (err) {
console.error('Error syncing to IndexedDB:', err);
} else {
console.log('Successfully synced to IndexedDB.');
}
});
}
// ---------------------------------------------------------------------------
// FS operations
// ---------------------------------------------------------------------------
function fsUploadFiles(files: { name: string; data: ArrayBuffer }[], dir = '/mnt/uploads') {
try {
self.pyodide.FS.stat(dir);
} catch {
self.pyodide.FS.mkdirTree(dir);
}
for (const file of files) {
self.pyodide.FS.writeFile(`${dir}/${file.name}`, new Uint8Array(file.data));
}
}
function fsList(path: string) {
const entries: { name: string; type: 'file' | 'directory'; size: number }[] = [];
try {
const items = self.pyodide.FS.readdir(path).filter((n: string) => n !== '.' && n !== '..');
for (const name of items) {
try {
const stat = self.pyodide.FS.stat(`${path}/${name}`);
const isDir = self.pyodide.FS.isDir(stat.mode);
entries.push({
name,
type: isDir ? 'directory' : 'file',
size: isDir ? 0 : stat.size
});
} catch {
// skip inaccessible entries
}
}
} catch {
// directory doesn't exist
}
return entries;
}
function fsRead(path: string): ArrayBuffer {
const data: Uint8Array = (self.pyodide.FS as any).readFile(path) as Uint8Array;
return data.buffer as ArrayBuffer;
}
function fsDelete(path: string) {
try {
const stat = self.pyodide.FS.stat(path);
if (self.pyodide.FS.isDir(stat.mode)) {
// Recursively delete directory contents
const items = self.pyodide.FS.readdir(path).filter((n: string) => n !== '.' && n !== '..');
for (const item of items) {
fsDelete(`${path}/${item}`);
}
self.pyodide.FS.rmdir(path);
} else {
self.pyodide.FS.unlink(path);
}
} catch {
// already gone
}
}
function fsMkdir(path: string) {
self.pyodide.FS.mkdirTree(path);
}
// ---------------------------------------------------------------------------
// Code execution
// ---------------------------------------------------------------------------
async function executeCode(
id: string,
code: string,
files?: { name: string; data: ArrayBuffer }[]
) {
self.stdout = null;
self.stderr = null;
self.result = null;
// Upload any accompanying files before execution
if (files && files.length > 0) {
fsUploadFiles(files);
persistFS();
}
try {
// check if matplotlib is imported in the code
if (code.includes('matplotlib')) {
// Override plt.show() to return base64 image
await self.pyodide.runPythonAsync(`import base64
import os
from io import BytesIO
# before importing matplotlib
# to avoid the wasm backend (which needs js.document', not available in worker)
os.environ["MPLBACKEND"] = "AGG"
import matplotlib.pyplot
_old_show = matplotlib.pyplot.show
assert _old_show, "matplotlib.pyplot.show"
def show(*, block=None):
buf = BytesIO()
matplotlib.pyplot.savefig(buf, format="png")
buf.seek(0)
# encode to a base64 str
img_str = base64.b64encode(buf.read()).decode('utf-8')
matplotlib.pyplot.clf()
buf.close()
print(f"data:image/png;base64,{img_str}")
matplotlib.pyplot.show = show`);
}
self.result = await self.pyodide.runPythonAsync(code);
// Safely process and recursively serialize the result
self.result = processResult(self.result);
console.log('Python result:', self.result);
// Persist any files the code may have written
persistFS();
} catch (error: unknown) {
self.stderr = error instanceof Error ? error.message : String(error);
}
self.postMessage({ id, result: self.result, stdout: self.stdout, stderr: self.stderr });
}
// ---------------------------------------------------------------------------
// Message handler
// ---------------------------------------------------------------------------
self.onmessage = async (event) => {
const data = event.data;
const { id, type } = data;
// Backward compatibility: messages without a `type` field are execute requests
if (!type || type === 'execute') {
const { code, files, ...context } = data;
// Copy context keys (packages, etc.) into worker scope
for (const key of Object.keys(context)) {
if (key !== 'id' && key !== 'type') {
self[key] = context[key];
}
}
await ensurePyodide(self.packages);
await executeCode(id, code, files);
return;
}
// FS operations require Pyodide to be loaded
await ensurePyodide();
switch (type) {
case 'fs:upload': {
const { files, dir } = data;
fsUploadFiles(files, dir);
persistFS();
self.postMessage({ id, type: 'fs:upload', success: true });
break;
}
case 'fs:list': {
const entries = fsList(data.path);
self.postMessage({ id, type: 'fs:list', entries });
break;
}
case 'fs:read': {
try {
const buffer = fsRead(data.path);
self.postMessage({ id, type: 'fs:read', data: buffer }, { transfer: [buffer] });
} catch (err: unknown) {
self.postMessage({
id,
type: 'fs:read',
error: err instanceof Error ? err.message : String(err)
});
}
break;
}
case 'fs:delete': {
fsDelete(data.path);
persistFS();
self.postMessage({ id, type: 'fs:delete', success: true });
break;
}
case 'fs:mkdir': {
fsMkdir(data.path);
persistFS();
self.postMessage({ id, type: 'fs:mkdir', success: true });
break;
}
case 'fs:sync': {
// Re-read from IndexedDB into memory to pick up externally written files
(self.pyodide.FS as any).syncfs(true, (err: Error | null) => {
if (err) {
console.error('Error syncing from IndexedDB:', err);
}
self.postMessage({ id, type: 'fs:sync', success: !err });
});
break;
}
default:
console.warn('Unknown message type:', type);
}
};
// ---------------------------------------------------------------------------
// Helpers
// ---------------------------------------------------------------------------
function processResult(result: any): any {
// Catch and always return JSON-safe string representations
try {
if (result == null) {
// Handle null and undefined
return null;
}
if (typeof result === 'string' || typeof result === 'number' || typeof result === 'boolean') {
// Handle primitive types directly
return result;
}
if (typeof result === 'bigint') {
// Convert BigInt to a string for JSON-safe representation
return result.toString();
}
if (Array.isArray(result)) {
// If it's an array, recursively process items
return result.map((item) => processResult(item));
}
if (typeof result.toJs === 'function') {
// If it's a Pyodide proxy object (e.g., Pandas DF, Numpy Array), convert to JS and process recursively
return processResult(result.toJs());
}
if (typeof result === 'object') {
// Convert JS objects to a recursively serialized representation
const processedObject: { [key: string]: any } = {};
for (const key in result) {
if (Object.prototype.hasOwnProperty.call(result, key)) {
processedObject[key] = processResult(result[key]);
}
}
return processedObject;
}
// Stringify anything that's left (e.g., Proxy objects that cannot be directly processed)
return JSON.stringify(result);
} catch (err: unknown) {
// In case something unexpected happens, we return a stringified fallback
return `[processResult error]: ${err instanceof Error ? err.message : String(err)}`;
}
}
export default {};
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