export type TranslationTextFormat = 'plain' | 'html' export interface TranslationSegment { id: string text: string format: TranslationTextFormat } export interface TranslationRequest { source_language: string target_language: string context: { title: string description: string } segments: TranslationSegment[] } export interface TranslationResponse { segments: Array<{ id: string; text: string }> } export const DEFAULT_TRANSLATION_BATCH_CHARACTERS = 1000 export const DEFAULT_TRANSLATION_BATCH_ITEMS = 4 export const DEFAULT_TRANSLATION_CONCURRENCY = 4 const INVISIBLE_TRANSLATION_CHARACTERS_REGEX = /[\u200B-\u200D\uFEFF]/g export function prepareTranslationText(value: string | null | undefined): string { return value?.replace(INVISIBLE_TRANSLATION_CHARACTERS_REGEX, '').trim() ?? '' } export function createTranslationBatches( segments: TranslationSegment[], maxCharacters = DEFAULT_TRANSLATION_BATCH_CHARACTERS, maxItems = DEFAULT_TRANSLATION_BATCH_ITEMS, ): TranslationSegment[][] { const batches: TranslationSegment[][] = [] let current: TranslationSegment[] = [] let characters = 0 for (const segment of segments) { const text = prepareTranslationText(segment.text) if (!text) continue const prepared = { ...segment, text } if ( current.length && (current.length >= maxItems || characters + text.length > maxCharacters) ) { batches.push(current) current = [] characters = 0 } current.push(prepared) characters += text.length } if (current.length) batches.push(current) return batches } function hasCompleteBatchResult(batch: TranslationSegment[], response: TranslationResponse) { const expected = new Set(batch.map(({ id }) => id)) return ( response.segments.length === batch.length && response.segments.every(({ id }) => expected.delete(id)) && expected.size === 0 ) } function createLimitedExecutor( execute: (input: TInput) => Promise, concurrency: number, ): (input: TInput) => Promise { let active = 0 const waiting: Array<() => void> = [] return (input) => new Promise((resolve, reject) => { const run = async () => { active++ try { resolve(await execute(input)) } catch (error) { reject(error) } finally { active-- waiting.shift()?.() } } if (active < concurrency) void run() else waiting.push(() => void run()) }) } async function mapWithConcurrency( items: TInput[], concurrency: number, execute: (input: TInput) => Promise, ): Promise { const results = new Array(items.length) let nextIndex = 0 const workers = Array.from({ length: Math.min(concurrency, items.length) }, async () => { while (nextIndex < items.length) { const index = nextIndex++ results[index] = await execute(items[index]) } }) await Promise.all(workers) return results } export async function translateInBatches( request: TranslationRequest, onBatch: ((response: TranslationResponse) => void) | undefined, execute: (request: TranslationRequest) => Promise, ): Promise { const result: TranslationResponse = { segments: request.segments .filter((segment) => !prepareTranslationText(segment.text)) .map(({ id }) => ({ id, text: '' })), } const batches = createTranslationBatches(request.segments) const limitedExecute = createLimitedExecutor(execute, DEFAULT_TRANSLATION_CONCURRENCY) const translatedBatches = await mapWithConcurrency( batches, DEFAULT_TRANSLATION_CONCURRENCY, async (batch) => { const response = await limitedExecute({ ...request, segments: batch }) if (hasCompleteBatchResult(batch, response)) { onBatch?.(response) return response.segments } const fallbacks = await Promise.all( batch.map(async (segment) => { const fallback = await limitedExecute({ ...request, segments: [segment] }) if (!hasCompleteBatchResult([segment], fallback)) { throw new Error(`Translation provider returned an incomplete result for ${segment.id}`) } onBatch?.(fallback) return fallback.segments[0] }), ) return fallbacks }, ) result.segments.push(...translatedBatches.flat()) return result }