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This starts the reorg required for splitting the lm worker into its own module. Tests are still not working. But builds are going. Some decisions to be made around the final path for wrapping of the code. I think it may be possible to do something a whole lot more elegant by moving the wrapping process into the KMW build and leaving the LM Worker output as a pure tsc output -- given only KMW wants the wrapped worker anyway (tests aside). The actual wrapping code could still be in the lm-worker folder.
253 lines
No EOL
9 KiB
TypeScript
253 lines
No EOL
9 KiB
TypeScript
/*
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* Copyright (c) 2018 National Research Council Canada (author: Eddie A. Santos)
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* Copyright (c) 2018 SIL International
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy of
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* this software and associated documentation files (the "Software"), to deal in
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* the Software without restriction, including without limitation the rights to
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* use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
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* the Software, and to permit persons to whom the Software is furnished to do so,
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* subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
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* FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
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* COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
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* IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
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* CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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*/
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/// <reference path="promise-store.ts" />
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/// <reference types="@keymanapp/lm-message-types" />
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/// <reference path="worker-interface.d.ts" />
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/**
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* Top-level interface to the Language Modelling layer, or "LMLayer" for short.
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*
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* The Language Modelling layer provides a way for keyboards to offer prediction and
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* correction functionalities. The LMLayer proper runs within a Web Worker, however,
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* this class is intended to run in the main thread, and automatically spawn a Web
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* Worker, capable of offering predictions.
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*
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* Since the Worker runs in a different thread, the public methods of this class are
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* asynchronous. Methods of note include:
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*
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* - #loadModel() -- loads a specified model file
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* - #predict() -- ask the LMLayer to offer suggestions (predictions or corrections) for
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* the input event
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* - #unloadModel() -- unloads the LMLayer's currently loaded model, preparing it to
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* receive (load) a new model
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*
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* The top-level LMLayer will automatically starts up its own Web Worker.
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*/
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namespace com.keyman.text.prediction {
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export class LMLayer {
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/**
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* The underlying worker instance. By default, this is the LMLayerWorker.
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*/
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private _worker: Worker;
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/** Call this when the LMLayer has sent us the 'ready' message! */
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private _declareLMLayerReady: (conf: Configuration) => void;
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private _predictPromises: PromiseStore<Suggestion[]>;
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private _wordbreakPromises: PromiseStore<USVString>;
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private _acceptPromises: PromiseStore<Reversion>;
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private _revertPromises: PromiseStore<Suggestion[]>;
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private _nextToken: number;
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private capabilities: Capabilities;
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/**
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* Construct the top-level LMLayer interface. This also starts the underlying Worker.
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*
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* @param uri URI of the underlying LMLayer worker code. This will usually be a blob:
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* or file: URI. If uri is not provided, this will start the default Worker.
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*/
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constructor(capabilities: Capabilities, worker?: Worker) {
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// Either use the given worker, or instantiate the default worker.
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this._worker = worker || DefaultWorker.constructInstance();
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this._worker.onmessage = this.onMessage.bind(this)
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this._declareLMLayerReady = null;
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this._predictPromises = new PromiseStore();
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this._wordbreakPromises = new PromiseStore();
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this._acceptPromises = new PromiseStore();
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this._revertPromises = new PromiseStore();
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this._nextToken = Number.MIN_SAFE_INTEGER;
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this.sendConfig(capabilities);
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}
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/**
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* Initializes the LMLayer worker with the host platform's capability set.
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*
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* @param capabilities The host platform's capability spec - a model cannot assume access to more context
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* than specified by this parameter.
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*/
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private sendConfig(capabilities: Capabilities) {
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this._worker.postMessage({
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message: 'config',
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capabilities: capabilities
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});
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}
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/**
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* Initializes the LMLayer worker with a path to the desired model file.
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*/
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loadModel(modelSource: string, loadType: 'file' | 'raw' = 'file'): Promise<Configuration> {
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return new Promise((resolve, _reject) => {
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// Sets up so the promise is resolved in the onMessage() callback, when it receives
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// the 'ready' message.
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this._declareLMLayerReady = resolve;
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let modelSourceSpec: any = {
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type: loadType
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};
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if(loadType == 'file') {
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modelSourceSpec.file = modelSource;
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} else {
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modelSourceSpec.code = modelSource;
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}
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this._worker.postMessage({
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message: 'load',
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source: modelSourceSpec
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});
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});
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}
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/**
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* Unloads the previously-active model from memory, resetting the LMLayer to prep
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* for transition to use of a new model.
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*/
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public unloadModel() {
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this._worker.postMessage({
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message: 'unload'
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});
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}
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predict(transform: Transform | Distribution<Transform>, context: Context): Promise<Suggestion[]> {
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let token = this._nextToken++;
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return new Promise((resolve, reject) => {
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this._predictPromises.make(token, resolve, reject);
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this._worker.postMessage({
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message: 'predict',
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token: token,
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transform: transform,
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context: context,
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});
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});
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}
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wordbreak(context: Context): Promise<USVString> {
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let token = this._nextToken++;
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return new Promise((resolve, reject) => {
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this._wordbreakPromises.make(token, resolve, reject);
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this._worker.postMessage({
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message: 'wordbreak',
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token: token,
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context: context
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})
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});
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}
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acceptSuggestion(suggestion: Suggestion, context: Context, postTransform: Transform): Promise<Reversion> {
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let token = this._nextToken++;
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return new Promise((resolve, reject) => {
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this._acceptPromises.make(token, resolve, reject);
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this._worker.postMessage({
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message: 'accept',
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token: token,
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suggestion: suggestion,
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context: context,
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postTransform: postTransform
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});
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});
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}
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revertSuggestion(reversion: Reversion, context: Context): Promise<Suggestion[]> {
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let token = this._nextToken++;
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return new Promise((resolve, reject) => {
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this._revertPromises.make(token, resolve, reject);
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this._worker.postMessage({
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message: 'revert',
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token: token,
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reversion: reversion,
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context: context
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})
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});
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}
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resetContext(context: Context) {
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this._worker.postMessage({
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message: 'reset-context',
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context: context
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});
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}
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// TODO: asynchronous close() method.
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// Worker code must recognize message and call self.close().
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private onMessage(event: MessageEvent): void {
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let payload: OutgoingMessage = event.data;
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if (payload.message === 'error') {
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console.error(payload.log);
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if(payload.error) {
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console.error(payload.error);
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}
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}
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else if (payload.message === 'ready') {
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this._declareLMLayerReady(event.data.configuration);
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} else if (payload.message === 'suggestions') {
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this._predictPromises.keep(payload.token, payload.suggestions);
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} else if (payload.message === 'currentword') {
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this._wordbreakPromises.keep(payload.token, payload.word);
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} else if (payload.message === 'postaccept') {
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this._acceptPromises.keep(payload.token, payload.reversion);
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} else if (payload.message === 'postrevert') {
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this._revertPromises.keep(payload.token, payload.suggestions);
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} else {
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// This branch should never execute, but just in case...
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//@ts-ignore
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throw new Error(`Message not implemented: ${payload.message}`);
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}
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}
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/**
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* Clears out any computational resources in use by the LMLayer, including shutting
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* down any internal WebWorkers.
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*/
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public shutdown() {
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this._worker.terminate();
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}
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/**
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* Given a function, this utility returns the source code within it, as a string.
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* This is intended to unwrap the "wrapped" source code created in the LMLayerWorker
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* build process.
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*
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* @param fn The function whose body will be returned.
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*/
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static unwrap(fn: Function): string {
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let wrapper = fn.toString();
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let match = wrapper.match(/function[^{]+{((?:.|\r|\n)+)}[^}]*$/);
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return match[1];
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}
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}
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}
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(function () {
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let ns = com.keyman.text.prediction;
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// Let LMLayer be available both in the browser and in Node.
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if (typeof module !== 'undefined' && typeof module.exports !== 'undefined') {
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module.exports = ns.LMLayer;
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//@ts-ignore
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ns.LMLayer.PromiseStore = ns.PromiseStore;
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} else {
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//@ts-ignore
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window.LMLayer = ns.LMLayer;
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}
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}()); |