spiegel-keyman/web/source/text/prediction/modelManager.ts

452 lines
15 KiB
TypeScript

// Defines the text processing KMW core.
///<reference path="../processor.ts" />
// Defines the LMLayer's outer shell
///<reference path="../../includes/lmlayer.ts" />
// Defines the ModelManager and its related types.
///<reference path="../../kmwkeyboards.ts" />
namespace com.keyman.text.prediction {
export interface ModelSpec {
/**
* The model's unique identifier.
*/
id: string;
/**
* The list of supported BCP-47 language codes. Only one language should be supported,
* although multiple variants based on region code (at min) may be specified.
*/
languages: string[];
/**
* The path/URL to the file that defines the model.
*/
path: string;
}
class TranscriptionContext implements Context {
left: string;
right?: string;
startOfBuffer: boolean;
endOfBuffer: boolean;
constructor(mock: Mock, config: Configuration) {
this.left = mock.getTextBeforeCaret();
this.startOfBuffer = this.left._kmwLength() > config.leftContextCodePoints;
if(!this.startOfBuffer) {
// Our custom substring version will return the last n characters if param #1 is given -n.
this.left = this.left._kmwSubstr(-config.leftContextCodePoints);
}
this.right = mock.getTextAfterCaret();
this.endOfBuffer = this.right._kmwLength() > config.leftContextCodePoints;
if(!this.endOfBuffer) {
this.right = this.right._kmwSubstr(0, config.leftContextCodePoints);
}
}
}
export type InvalidateSourceEnum = 'new'|'context';
/**
* Corresponds to the 'invalidatesuggestions' ModelManager event.
*/
export type InvalidateSuggestionsHandler = (source: InvalidateSourceEnum) => boolean;
export class ReadySuggestions {
suggestions: Suggestion[];
transcriptionID: number;
constructor(suggestions: Suggestion[], id: number) {
this.suggestions = suggestions;
this.transcriptionID = id;
}
}
/**
* Corresponds to the 'suggestionsready' ModelManager event.
*/
export type ReadySuggestionsHandler = (prediction: ReadySuggestions) => boolean;
export type ModelChangeEnum = 'loaded'|'unloaded';
/**
* Corresponds to the 'modelchange' ModelManager event.
*/
export type ModelChangeHandler = (state: ModelChangeEnum) => boolean;
/**
* Covers both 'tryaccept' and 'tryrevert' events.
*/
export type TryUIHandler = (source: string) => boolean;
type SupportedEventNames = "suggestionsready" | "invalidatesuggestions" | "modelchange" | "tryaccept" | "tryrevert";
type SupportedEventHandler = InvalidateSuggestionsHandler | ReadySuggestionsHandler | ModelChangeHandler | TryUIHandler;
export class ModelManager {
private lmEngine: LMLayer;
private currentModel?: ModelSpec;
private configuration?: Configuration;
private currentPromise?: Promise<Suggestion[]>;
private recentTranscriptions: Transcription[] = [];
private _mayPredict: boolean = true;
private _mayCorrect: boolean = true;
// Tracks registered models by ID.
private registeredModels: {[id: string]: ModelSpec} = {};
// Allows for easy model lookup by language code; useful when switching keyboards.
private languageModelMap: {[language:string]: ModelSpec} = {};
private static EVENT_PREFIX: string = "kmw.mm.";
private static readonly TRANSCRIPTION_BUFFER: 10;
init() {
let keyman = com.keyman.singleton;
// Establishes KMW's platform 'capabilities', which limit the range of context a LMLayer
// model may expect.
let capabilities: Capabilities = {
maxLeftContextCodePoints: 64,
// Since the apps don't yet support right-deletions.
maxRightContextCodePoints: keyman.isEmbedded ? 0 : 64
}
if(!this.canEnable()) {
return;
}
this.lmEngine = new LMLayer(capabilities);
// Registers this module for keyboard (language) and model change events.
keyman['addEventListener']('keyboardchange', this.onKeyboardChange.bind(this));
}
public get activeModel(): ModelSpec {
return this.currentModel;
}
public unloadModel() {
this.lmEngine.unloadModel();
delete this.currentModel;
delete this.configuration;
}
private loadModel(model: ModelSpec): Promise<void> {
if(!model) {
throw new Error("Null reference not allowed.");
}
let file = model.path;
let mm = this;
// We should wait until the model is successfully loaded before setting our state values.
return this.lmEngine.loadModel(file).then(function(config: Configuration) {
mm.currentModel = model;
mm.configuration = config;
});
}
onKeyboardChange(kbdInfo?: KeyboardChangeData | string) {
let keyman = com.keyman.singleton;
let mm: ModelManager = this;
if(!this.enabled) {
return Promise.resolve();
}
if(typeof kbdInfo == 'string') { // This case refers to the active language code.
kbdInfo = {
['internalName']: keyman.keyboardManager.getActiveKeyboardName(),
['languageCode']: kbdInfo,
['indirect']: true
}
}
let lgCode = kbdInfo['languageCode'];
let model = this.languageModelMap[lgCode];
var loadPromise: Promise<void>;
if(this.currentModel !== model) {
if(this.currentModel) {
this.unloadModel();
keyman.util.callEvent(ModelManager.EVENT_PREFIX + 'modelchange', 'unloaded');
}
if(model) {
loadPromise = this.loadModel(model);
}
// If we're loading a model, we need to defer until its completion before we report a change of state.
if(loadPromise) {
let mm = this;
loadPromise.then(function() {
// Because this is executed from a Promise, it's possible to have a race condition
// where the 'loaded' event triggers after an 'unloaded' event meant to disable the model.
// (Especially in the embedded apps.) This will catch these cases.
if(mm.enabled) {
keyman.util.callEvent(ModelManager.EVENT_PREFIX + 'modelchange', 'loaded');
} else {
mm.unloadModel();
}
}).catch(function(failReason: any) {
// Does this provide enough logging information?
console.error("Could not load model '" + model.id + "': " + failReason);
});
}
}
}
// Accessible publicly as keyman.modelManager.register(model: ModelSpec)
register(model: ModelSpec): void {
let keyman = com.keyman.singleton;
let activeLanguage = keyman.keyboardManager.getActiveLanguage();
this.registeredModels[model.id] = model;
// Register the model for each targeted language code variant.
let mm = this;
model.languages.forEach(function(code: string) {
mm.languageModelMap[code] = model;
// The model's for our active language! Activate it!
if(code == activeLanguage) {
// Manually trigger our model-update event function.
mm.onKeyboardChange(code);
}
});
}
deregister(modelId: string): void {
let keyman = com.keyman.singleton;
let model: ModelSpec;
// Remove the model from the id-lookup associative array.
if(this.registeredModels[modelId]) {
model = this.registeredModels[modelId];
delete this.registeredModels[modelId];
} else {
return;
}
// Is it the active model?
if(this.currentModel && this.currentModel.id == modelId) {
this.unloadModel();
keyman.util.callEvent(ModelManager.EVENT_PREFIX + 'modelchange', 'unloaded');
}
// Ensure the model is deregistered for each targeted language code variant.
let mm = this;
model.languages.forEach(function(code: string) {
if(mm.languageModelMap[code].id == modelId) {
delete mm.languageModelMap[code];
}
});
}
isRegistered(model: ModelSpec): boolean {
return !! this.registeredModels[model.id];
}
/**
* Function addEventListener
* Scope Public
* @param {string} event event to handle
* @param {function(Event)} func event handler function
* @return {boolean} value returned by util.addEventListener
* Description Wrapper function to add and identify handlers for ModelManager events
*/
['addEventListener'](event: SupportedEventNames, func: SupportedEventHandler): boolean {
let keyman = com.keyman.singleton;
return keyman.util.addEventListener(ModelManager.EVENT_PREFIX + event, func);
}
/**
* Function removeEventListener
* Scope Public
* @param {string} event event to handle
* @param {function(Event)} func event handler function
* @return {boolean} value returned by util.addEventListener
* Description Wrapper function to remove previously-added handlers for ModelManager events
*/
['removeEventListener'](event: SupportedEventNames, func: SupportedEventHandler): boolean {
let keyman = com.keyman.singleton;
return keyman.util.removeEventListener(ModelManager.EVENT_PREFIX + event, func);
}
public invalidateContext() {
let keyman = com.keyman.singleton;
// Signal to any predictive text UI that the context has changed, invalidating recent predictions.
keyman.util.callEvent(ModelManager.EVENT_PREFIX + "invalidatesuggestions", 'context');
// If there's no active model, there can be no predictions.
// We'll also be missing important data needed to even properly REQUEST the predictions.
if(!this.currentModel || !this.configuration) {
return;
}
this.predict_internal();
}
public wordbreak(target: OutputTarget): Promise<string> {
let keyman = com.keyman.singleton;
let context = new TranscriptionContext(Mock.from(target), this.configuration);
return this.lmEngine.wordbreak(context);
}
public predict(transcription?: Transcription) {
let keyman = com.keyman.singleton;
// If there's no active model, there can be no predictions.
// We'll also be missing important data needed to even properly REQUEST the predictions.
if(!this.currentModel || !this.configuration) {
return;
}
// We've already invalidated any suggestions resulting from any previously-existing Promise -
// may as well officially invalidate them via event.
keyman.util.callEvent(ModelManager.EVENT_PREFIX + "invalidatesuggestions", 'new');
this.predict_internal(transcription);
}
/**
* Called internally to do actual predictions after any relevant "invalidatesuggestions" events
* have been raised.
* @param transcription The triggering transcription (if it exists)
*/
private predict_internal(transcription?: Transcription) {
let keyman = com.keyman.singleton;
if(!transcription) {
let t = text.Processor.getOutputTarget();
if(t) {
transcription = t.buildTranscriptionFrom(t, null);
} else {
return;
}
}
let context = new TranscriptionContext(transcription.preInput, this.configuration);
this.recordTranscription(transcription);
let transform = transcription.transform;
var promise = this.currentPromise = this.lmEngine.predict(transcription.alternates || transcription.transform, context);
let mm = this;
promise.then(function(suggestions: Suggestion[]) {
if(promise == mm.currentPromise) {
let result = new ReadySuggestions(suggestions, transform.id);
keyman.util.callEvent(ModelManager.EVENT_PREFIX + "suggestionsready", result);
mm.currentPromise = null;
}
})
}
private recordTranscription(transcription: Transcription) {
this.recentTranscriptions.push(transcription);
if(this.recentTranscriptions.length > ModelManager.TRANSCRIPTION_BUFFER) {
this.recentTranscriptions.splice(0, 1);
}
}
/**
* Retrieves the context and output state of KMW immediately before the prediction with
* token `id` was generated. Must correspond to a 'recent' one, as only so many are stored
* in `ModelManager`'s history buffer.
* @param id A unique identifier corresponding to a recent `Transcription`.
* @returns The matching `Transcription`, or `null` none is found.
*/
public getPredictionState(id: number): Transcription {
let match = this.recentTranscriptions.filter(function(t: Transcription) {
return t.token == id;
})
return match.length == 0 ? null : match[0];
}
public shutdown() {
this.lmEngine.shutdown();
}
public get enabled(): boolean {
return this._mayPredict;
}
private canEnable(): boolean {
let keyman = com.keyman.singleton;
if(keyman.util.getIEVersion() == 10) {
console.warn("KeymanWeb cannot properly initialize its WebWorker in this version of IE.");
return false;
} else if(keyman.util.getIEVersion() < 10) {
console.warn("WebWorkers are not supported in this version of IE.");
return false;
}
return true;
}
private doEnable(flag: boolean) {
let keyman = com.keyman.singleton;
if(flag) {
let lgCode = keyman.keyboardManager.getActiveLanguage();
if(this.languageModelMap[lgCode]) {
// Just reuse the existing model-change trigger code.
this.onKeyboardChange(lgCode);
}
} else {
if(this.activeModel) { // We only need to unload a model when one is actually loaded.
this.unloadModel();
}
// Ensure that the banner is unloaded.
keyman.util.callEvent(ModelManager.EVENT_PREFIX + 'modelchange', 'unloaded');
}
}
public get mayPredict() {
return this._mayPredict;
}
public set mayPredict(flag: boolean) {
let enabled = this.enabled;
if(!this.canEnable()) {
return;
}
this._mayPredict = flag;
if(enabled != this.enabled) {
this.doEnable(flag);
}
}
public get mayCorrect() {
return this._mayCorrect;
}
public set mayCorrect(flag: boolean) {
this._mayCorrect = flag;
}
public tryAcceptSuggestion(source: string): boolean {
let keyman = com.keyman.singleton;
// Handlers of this event should return 'false' when the 'try' is successful.
return !keyman.util.callEvent(ModelManager.EVENT_PREFIX + 'tryaccept', source);
}
public tryRevertSuggestion(): boolean {
let keyman = com.keyman.singleton;
// Handlers of this event should return 'false' when the 'try' is successful.
return !keyman.util.callEvent(ModelManager.EVENT_PREFIX + 'tryrevert', null);
}
}
}