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Lite auto-load imported modules with pyodide.loadPackagesFromImports (
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#9726)

* Call pyodide.loadPackagesFromImports() for each Python file and dispatch an event including the result

* Fix

* Call pyodide.loadPackagesFromImports from run_code

* Update DemosLite to listen the modules-auto-loaded event and upload the requirements automatically

* add changeset

* add changeset

---------

Co-authored-by: gradio-pr-bot <[email protected]>
Co-authored-by: Ali Abdalla <[email protected]>
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3 people authored Nov 4, 2024
1 parent e10bbd2 commit b6725cf
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Showing 8 changed files with 141 additions and 26 deletions.
8 changes: 8 additions & 0 deletions .changeset/heavy-dogs-start.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,8 @@
---
"@gradio/lite": minor
"@gradio/wasm": minor
"gradio": minor
"website": minor
---

feat:Lite auto-load imported modules with `pyodide.loadPackagesFromImports`
10 changes: 9 additions & 1 deletion js/_website/src/lib/components/DemosLite.svelte
Original file line number Diff line number Diff line change
Expand Up @@ -224,7 +224,7 @@ You only return the content of \`requirements.txt\`, without any other texts or
let controller: {
run_code: (code: string) => Promise<void>;
install: (requirements: string[]) => Promise<void>;
};
} & EventTarget;
function debounce<T extends any[]>(
func: (...args: T) => Promise<unknown>,
Expand Down Expand Up @@ -277,6 +277,14 @@ You only return the content of \`requirements.txt\`, without any other texts or
debounced_run_code = debounce(controller.run_code, debounce_timeout);
debounced_install = debounce(controller.install, debounce_timeout);
controller.addEventListener("modules-auto-loaded", (event) => {
console.debug("Modules auto-loaded", event);
const packages = (event as CustomEvent).detail as { name: string }[];
const packageNames = packages.map((pkg) => pkg.name);
selected_demo.requirements =
selected_demo.requirements.concat(packageNames);
});
mounted = true;
} catch (error) {
console.error("Error loading Gradio Lite:", error);
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8 changes: 7 additions & 1 deletion js/lite/src/LiteIndex.svelte
Original file line number Diff line number Diff line change
Expand Up @@ -4,7 +4,7 @@
import "@gradio/theme/pollen.css";
import "@gradio/theme/typography.css";
import { onDestroy, SvelteComponent } from "svelte";
import { onDestroy, SvelteComponent, createEventDispatcher } from "svelte";
import Index from "@self/spa";
import Playground from "./Playground.svelte";
import ErrorDisplay from "./ErrorDisplay.svelte";
Expand Down Expand Up @@ -94,6 +94,12 @@
error = (event as CustomEvent).detail;
});
const dispatch = createEventDispatcher();
worker_proxy.addEventListener("modules-auto-loaded", (event) => {
dispatch("modules-auto-loaded", (event as CustomEvent).detail);
});
// Internally, the execution of `runPythonCode()` or `runPythonFile()` is queued
// and its promise will be resolved after the Pyodide is loaded and the worker initialization is done
// (see the await in the `onmessage` callback in the webworker code)
Expand Down
6 changes: 6 additions & 0 deletions js/lite/src/dev/App.svelte
Original file line number Diff line number Diff line change
Expand Up @@ -79,6 +79,12 @@ def hi(name):
playground: false,
layout: null
});
controller.addEventListener("modules-auto-loaded", (event) => {
const packages = (event as CustomEvent).detail as { name: string }[];
const packageNames = packages.map((pkg) => pkg.name);
requirements_txt +=
"\n" + packageNames.map((line) => line + " # auto-loaded").join("\n");
});
});
onDestroy(() => {
controller.unmount();
Expand Down
57 changes: 37 additions & 20 deletions js/lite/src/index.ts
Original file line number Diff line number Diff line change
Expand Up @@ -21,18 +21,45 @@ import LiteIndex from "./LiteIndex.svelte";
// As a result, the users of the Wasm app will have to load the CSS file manually.
// const ENTRY_CSS = "__ENTRY_CSS__";

export interface GradioAppController {
run_code: (code: string) => Promise<void>;
run_file: (path: string) => Promise<void>;
write: (
export class GradioAppController extends EventTarget {
constructor(private lite_svelte_app: LiteIndex) {
super();

this.lite_svelte_app.$on("error", (event: CustomEvent) => {
this.dispatchEvent(new CustomEvent("error", { detail: event.detail }));
});
this.lite_svelte_app.$on("modules-auto-loaded", (event: CustomEvent) => {
this.dispatchEvent(
new CustomEvent("modules-auto-loaded", { detail: event.detail })
);
});
}

run_code = (code: string): Promise<void> => {
return this.lite_svelte_app.run_code(code);
};
run_file = (path: string): Promise<void> => {
return this.lite_svelte_app.run_file(path);
};
write = (
path: string,
data: string | ArrayBufferView,
opts: any
) => Promise<void>;
rename: (old_path: string, new_path: string) => Promise<void>;
unlink: (path: string) => Promise<void>;
install: (requirements: string[]) => Promise<void>;
unmount: () => void;
): Promise<void> => {
return this.lite_svelte_app.write(path, data, opts);
};
rename = (old_path: string, new_path: string): Promise<void> => {
return this.lite_svelte_app.rename(old_path, new_path);
};
unlink = (path: string): Promise<void> => {
return this.lite_svelte_app.unlink(path);
};
install = (requirements: string[]): Promise<void> => {
return this.lite_svelte_app.install(requirements);
};
unmount = (): void => {
this.lite_svelte_app.$destroy();
};
}

export interface Options {
Expand Down Expand Up @@ -88,17 +115,7 @@ export function create(options: Options): GradioAppController {
}
});

return {
run_code: app.run_code,
run_file: app.run_file,
write: app.write,
rename: app.rename,
unlink: app.unlink,
install: app.install,
unmount() {
app.$destroy();
}
};
return new GradioAppController(app);
}

/**
Expand Down
10 changes: 9 additions & 1 deletion js/wasm/src/message-types.ts
Original file line number Diff line number Diff line change
@@ -1,4 +1,5 @@
import type { ASGIScope } from "./asgi-types";
import type { PackageData } from "pyodide";

export interface EmscriptenFile {
data: string | ArrayBufferView;
Expand Down Expand Up @@ -113,4 +114,11 @@ export interface OutMessageProgressUpdate extends OutMessageBase {
log: string;
};
}
export type OutMessage = OutMessageProgressUpdate;
export interface OutMessageModulesAutoLoaded extends OutMessageBase {
type: "modules-auto-loaded";
data: {
packages: PackageData[];
};
}

export type OutMessage = OutMessageProgressUpdate | OutMessageModulesAutoLoaded;
61 changes: 58 additions & 3 deletions js/wasm/src/webworker/index.ts
Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,7 @@
/* eslint-env worker */

import type {
PackageData,
PyodideInterface,
loadPyodide as loadPyodideValue
} from "pyodide";
Expand Down Expand Up @@ -175,7 +176,8 @@ anyio.to_thread.run_sync = mocked_anyio_to_thread_run_sync
async function initializeApp(
appId: string,
options: InMessageInitApp["data"],
updateProgress: (log: string) => void
updateProgress: (log: string) => void,
onModulesAutoLoaded: (packages: PackageData[]) => void
): Promise<void> {
const appHomeDir = getAppHomeDir(appId);
console.debug("Creating a home directory for the app.", {
Expand All @@ -186,6 +188,7 @@ async function initializeApp(

console.debug("Mounting files.", options.files);
updateProgress("Mounting files");
const pythonFileContents: string[] = [];
await Promise.all(
Object.keys(options.files).map(async (path) => {
const file = options.files[path];
Expand All @@ -204,6 +207,10 @@ async function initializeApp(
const appifiedPath = resolveAppHomeBasedPath(appId, path);
console.debug(`Write a file "${appifiedPath}"`);
writeFileWithParents(pyodide, appifiedPath, data, opts);

if (typeof data === "string" && path.endsWith(".py")) {
pythonFileContents.push(data);
}
})
);
console.debug("Files are mounted.");
Expand All @@ -213,7 +220,22 @@ async function initializeApp(
await micropip.install.callKwargs(options.requirements, { keep_going: true });
console.debug("Packages are installed.");

if (options.requirements.includes("matplotlib")) {
console.debug("Auto-loading modules.");
const loadedPackagesArr = await Promise.all(
pythonFileContents.map((source) => pyodide.loadPackagesFromImports(source))
);
const loadedPackagesSet = new Set(loadedPackagesArr.flat()); // Remove duplicates
const loadedPackages = Array.from(loadedPackagesSet);
if (loadedPackages.length > 0) {
onModulesAutoLoaded(loadedPackages);
}
const loadedPackageNames = loadedPackages.map((pkg) => pkg.name);
console.debug("Modules are auto-loaded.", loadedPackages);

if (
options.requirements.includes("matplotlib") ||
loadedPackageNames.includes("matplotlib")
) {
console.debug("Setting matplotlib backend.");
updateProgress("Setting matplotlib backend");
// Ref: https://github.com/pyodide/pyodide/issues/561#issuecomment-1992613717
Expand Down Expand Up @@ -274,6 +296,15 @@ function setupMessageHandler(receiver: MessageTransceiver): void {
};
receiver.postMessage(message);
};
const onModulesAutoLoaded = (packages: PackageData[]) => {
const message: OutMessage = {
type: "modules-auto-loaded",
data: {
packages
}
};
receiver.postMessage(message);
};

// App initialization is per app or receiver, so its promise is managed in this scope.
let appReadyPromise: Promise<void> | undefined = undefined;
Expand Down Expand Up @@ -320,7 +351,12 @@ function setupMessageHandler(receiver: MessageTransceiver): void {
await envReadyPromise;

if (msg.type === "init-app") {
appReadyPromise = initializeApp(appId, msg.data, updateProgress);
appReadyPromise = initializeApp(
appId,
msg.data,
updateProgress,
onModulesAutoLoaded
);

const replyMessage: ReplyMessageSuccess = {
type: "reply:success",
Expand All @@ -347,6 +383,15 @@ function setupMessageHandler(receiver: MessageTransceiver): void {
case "run-python-code": {
unload_local_modules();

console.debug(`Auto install the requirements`);
const loadedPackages = await pyodide.loadPackagesFromImports(
msg.data.code
);
if (loadedPackages.length > 0) {
onModulesAutoLoaded(loadedPackages);
}
console.debug("Modules are auto-loaded.", loadedPackages);

await run_code(appId, getAppHomeDir(appId), msg.data.code);

const replyMessage: ReplyMessageSuccess = {
Expand Down Expand Up @@ -380,6 +425,16 @@ function setupMessageHandler(receiver: MessageTransceiver): void {
case "file:write": {
const { path, data: fileData, opts } = msg.data;

if (typeof fileData === "string" && path.endsWith(".py")) {
console.debug(`Auto install the requirements in ${path}`);
const loadedPackages =
await pyodide.loadPackagesFromImports(fileData);
if (loadedPackages.length > 0) {
onModulesAutoLoaded(loadedPackages);
}
console.debug("Modules are auto-loaded.", loadedPackages);
}

const appifiedPath = resolveAppHomeBasedPath(appId, path);

console.debug(`Write a file "${appifiedPath}"`);
Expand Down
7 changes: 7 additions & 0 deletions js/wasm/src/worker-proxy.ts
Original file line number Diff line number Diff line change
Expand Up @@ -166,6 +166,13 @@ export class WorkerProxy extends EventTarget {
);
break;
}
case "modules-auto-loaded": {
this.dispatchEvent(
new CustomEvent("modules-auto-loaded", {
detail: msg.data.packages
})
);
}
}
}

Expand Down

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