onnxruntime-web
Version:
A Javascript library for running ONNX models on browsers
185 lines (170 loc) • 7.14 kB
text/typescript
// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT License.
import type { OrtWasmModule } from './wasm-types';
import { isNode } from './wasm-utils-env';
/**
* The classic script source URL. This is not always available in non ESModule environments.
*
* In Node.js, this is undefined.
*/
export const scriptSrc =
// if Nodejs, return undefined
isNode
? undefined
: // if It's ESM, use import.meta.url
(BUILD_DEFS.ESM_IMPORT_META_URL ??
// use `document.currentScript.src` if available
(typeof document !== 'undefined'
? (document.currentScript as HTMLScriptElement)?.src
: // use `self.location.href` if available
typeof self !== 'undefined'
? self.location?.href
: undefined));
/**
* The origin of the current location.
*
* In Node.js, this is undefined.
*/
const origin = isNode || typeof location === 'undefined' ? undefined : location.origin;
/**
* Check if the given filename with prefix is from the same origin.
*/
const isSameOrigin = (filename: string, prefixOverride?: string) => {
try {
const baseUrl = prefixOverride ?? scriptSrc;
const url = baseUrl ? new URL(filename, baseUrl) : new URL(filename);
return url.origin === origin;
} catch {
return false;
}
};
/**
* Normalize the inputs to an absolute URL with the given prefix override. If failed, return undefined.
*/
const normalizeUrl = (filename: string, prefixOverride?: string) => {
const baseUrl = prefixOverride ?? scriptSrc;
try {
const url = baseUrl ? new URL(filename, baseUrl) : new URL(filename);
return url.href;
} catch {
return undefined;
}
};
/**
* Create a fallback URL if an absolute URL cannot be created by the normalizeUrl function.
*/
const fallbackUrl = (filename: string, prefixOverride?: string) => `${prefixOverride ?? './'}${filename}`;
/**
* This helper function is used to preload a module from a URL.
*
* If the origin of the worker URL is different from the current origin, the worker cannot be loaded directly.
* See discussions in https://github.com/webpack-contrib/worker-loader/issues/154
*
* In this case, we will fetch the worker URL and create a new Blob URL with the same origin as a workaround.
*
* @param absoluteUrl - The absolute URL to preload.
*
* @returns - A promise that resolves to a new Blob URL
*/
const preload = async (absoluteUrl: string): Promise<string> => {
const response = await fetch(absoluteUrl, { credentials: 'same-origin' });
const blob = await response.blob();
return URL.createObjectURL(blob);
};
/**
* This helper function is used to dynamically import a module from a URL.
*
* The build script has special handling for this function to ensure that the URL is not bundled into the final output.
*
* @param url - The URL to import.
*
* @returns - A promise that resolves to the default export of the module.
*/
const dynamicImportDefault = async <T>(url: string): Promise<T> =>
(await import(/* webpackIgnore: true */ url)).default;
/**
* The proxy worker factory imported from the proxy worker module.
*
* This is only available when the WebAssembly proxy is not disabled.
*/
const createProxyWorker: ((urlOverride?: string) => Worker) | undefined =
// eslint-disable-next-line @typescript-eslint/no-require-imports, @typescript-eslint/no-var-requires
BUILD_DEFS.DISABLE_WASM_PROXY ? undefined : require('./proxy-worker/main').default;
/**
* Import the proxy worker.
*
* This function will perform the following steps:
* 1. If a preload is needed, it will preload the module and return the object URL.
* 2. Use the proxy worker factory to create the proxy worker.
*
* @returns - A promise that resolves to a tuple of 2 elements:
* - The object URL of the preloaded module, or undefined if no preload is needed.
* - The proxy worker.
*/
export const importProxyWorker = async (): Promise<[undefined | string, Worker]> => {
if (!scriptSrc) {
throw new Error('Failed to load proxy worker: cannot determine the script source URL.');
}
// If the script source is from the same origin, we can use the embedded proxy module directly.
if (isSameOrigin(scriptSrc)) {
return [undefined, createProxyWorker!()];
}
// Otherwise, need to preload
const url = await preload(scriptSrc);
return [url, createProxyWorker!(url)];
};
/**
* The embedded WebAssembly module.
*
* This is only available in ESM and when embedding is not disabled.
*/
const embeddedWasmModule: EmscriptenModuleFactory<OrtWasmModule> | undefined =
BUILD_DEFS.IS_ESM && BUILD_DEFS.DISABLE_DYNAMIC_IMPORT
? // eslint-disable-next-line @typescript-eslint/no-require-imports, @typescript-eslint/no-var-requires
require(
!BUILD_DEFS.DISABLE_JSEP
? '../../dist/ort-wasm-simd-threaded.jsep.mjs'
: '../../dist/ort-wasm-simd-threaded.mjs',
).default
: undefined;
/**
* Import the WebAssembly module.
*
* This function will perform the following steps:
* 1. If BUILD_DEFS.DISABLE_DYNAMIC_IMPORT is true, use the embedded module.
* 2. If a preload is needed, it will preload the module and return the object URL.
* 3. Otherwise, it will perform a dynamic import of the module.
*
* @returns - A promise that resolves to a tuple of 2 elements:
* - The object URL of the preloaded module, or undefined if no preload is needed.
* - The default export of the module, which is a factory function to create the WebAssembly module.
*/
export const importWasmModule = async (
urlOverride: string | undefined,
prefixOverride: string | undefined,
isMultiThreaded: boolean,
): Promise<[undefined | string, EmscriptenModuleFactory<OrtWasmModule>]> => {
if (BUILD_DEFS.DISABLE_DYNAMIC_IMPORT) {
return [undefined, embeddedWasmModule!];
} else {
const wasmModuleFilename = !BUILD_DEFS.DISABLE_JSEP
? 'ort-wasm-simd-threaded.jsep.mjs'
: 'ort-wasm-simd-threaded.mjs';
const wasmModuleUrl = urlOverride ?? normalizeUrl(wasmModuleFilename, prefixOverride);
// need to preload if all of the following conditions are met:
// 1. not in Node.js.
// - Node.js does not have the same origin policy for creating workers.
// 2. multi-threaded is enabled.
// - If multi-threaded is disabled, no worker will be created. So we don't need to preload the module.
// 3. the absolute URL is available.
// - If the absolute URL is failed to be created, the origin cannot be determined. In this case, we will not
// preload the module.
// 4. the worker URL is not from the same origin.
// - If the worker URL is from the same origin, we can create the worker directly.
const needPreload = !isNode && isMultiThreaded && wasmModuleUrl && !isSameOrigin(wasmModuleUrl, prefixOverride);
const url = needPreload
? await preload(wasmModuleUrl)
: (wasmModuleUrl ?? fallbackUrl(wasmModuleFilename, prefixOverride));
return [needPreload ? url : undefined, await dynamicImportDefault<EmscriptenModuleFactory<OrtWasmModule>>(url)];
}
};