openreader/compute/core/src/pdf-layout/parsePdf.ts
Richard R f1aa1c3e3b feat(compute): add external compute worker backend and integration
Introduce support for external compute worker mode (`COMPUTE_MODE=worker`) using a new `WorkerComputeBackend`. This enables offloading heavy ONNX Whisper alignment and PDF layout parsing to a standalone worker service (Redis + BullMQ), improving scalability and compatibility with serverless/limited environments.

- Add `@openreader/compute-core` as a shared package for ONNX inference and PDF parsing logic.
- Implement `WorkerComputeBackend` and worker contract/types for remote job execution.
- Update compute backend selection logic and remove previous worker mode guards.
- Extend `WhisperAlignInput` and `PdfLayoutInput` types to support object keys for remote data access.
- Refactor local compute backend to use `@openreader/compute-core` and support both buffer and object key inputs.
- Update job runner, TTS segment alignment, and PDF layout parsing flows to use new compute backend APIs.
- Add scripts, Docker workflow, and documentation for deploying and running the compute worker.
- Update environment variable docs and examples for worker mode, including storage requirements and configuration.
- Document published images and stack changes to reflect the new compute worker architecture.

BREAKING CHANGE: `COMPUTE_MODE=worker` now requires an external compute worker service and S3-compatible object storage. Embedded SeaweedFS (`weed mini`) is not supported in worker mode. See the new documentation for deployment and configuration details.
2026-05-19 15:21:25 -06:00

165 lines
5.7 KiB
TypeScript

import path from 'path';
import type { TextItem } from 'pdfjs-dist/types/src/display/api';
import type { ParsedPdfDocument, ParsedPdfPage } from '../types/parsed-pdf';
import type { PdfTextItem } from './types';
import { ensureModel } from './ensureModel';
import { runLayoutModel } from './runLayoutModel';
import { mergeTextWithRegions } from './mergeTextWithRegions';
import { stitchCrossPageBlocks } from './stitchCrossPageBlocks';
import { renderPage } from './renderPage';
interface ParsePdfInput {
documentId: string;
pdfBytes: ArrayBuffer;
}
const LAYOUT_RENDER_SCALE = 1.5;
export function normalizeTextItemsForLayout(items: TextItem[], pageHeight: number): PdfTextItem[] {
return items
.filter((item) => {
if (!(typeof item.str === 'string' && item.str.trim().length > 0)) return false;
const transform = item.transform;
if (!Array.isArray(transform) || transform.length < 6) return false;
// Reject heavily skewed/rotated text runs (e.g. vertical margin labels
// such as arXiv metadata) so they do not get merged into body blocks.
const skewX = Number(transform[1] ?? 0);
const skewY = Number(transform[2] ?? 0);
if (Math.abs(skewX) > 0.5 || Math.abs(skewY) > 0.5) return false;
return true;
})
.map((item) => {
const x = Number(item.transform[4] ?? 0);
const width = Math.max(0, Number(item.width ?? 0));
const height = Math.max(1, Math.abs(Number(item.transform[3] ?? 1)));
const baselineY = Number(item.transform[5] ?? 0);
// pdf.js text transforms are in PDF user-space (origin bottom-left).
// Normalize into top-left page coordinates to match rendered image/model boxes.
const y = Math.max(0, pageHeight - baselineY - height);
return {
text: item.str,
x,
y,
width,
height,
};
});
}
export async function parsePdf(input: ParsePdfInput): Promise<ParsedPdfDocument> {
await ensureModel();
// Keep independent byte copies for text extraction and page rendering. pdf.js
// can detach buffers passed to getDocument().
const pdfBytesForText = new Uint8Array(input.pdfBytes).slice();
const pdfBytesForRender = new Uint8Array(input.pdfBytes).slice();
// eslint-disable-next-line @typescript-eslint/ban-ts-comment
// @ts-ignore
const pdfjs = await import('pdfjs-dist/legacy/build/pdf.mjs');
if (pdfjs.GlobalWorkerOptions) {
pdfjs.GlobalWorkerOptions.workerSrc = 'pdfjs-dist/legacy/build/pdf.worker.mjs';
pdfjs.GlobalWorkerOptions.workerPort = null;
}
const standardFontDir = path.join(process.cwd(), 'node_modules', 'pdfjs-dist', 'standard_fonts');
const standardFontDataUrl = `${standardFontDir.replace(/\/?$/, '/')}`;
const loadingTask = pdfjs.getDocument({
data: pdfBytesForText,
useWorkerFetch: false,
standardFontDataUrl,
isEvalSupported: false,
});
const pdf = await loadingTask.promise;
try {
const pages: ParsedPdfPage[] = [];
let nextBlockId = 1;
let sawText = false;
for (let pageNumber = 1; pageNumber <= pdf.numPages; pageNumber += 1) {
const page = await pdf.getPage(pageNumber);
const viewport = page.getViewport({ scale: 1.0 });
const textContent = await page.getTextContent();
const textItems = normalizeTextItemsForLayout(
textContent.items.filter((item): item is TextItem => 'str' in item && 'transform' in item),
viewport.height,
);
if (textItems.length > 0) sawText = true;
const rendered = await renderPage({
pdfBytes: pdfBytesForRender.buffer.slice(
pdfBytesForRender.byteOffset,
pdfBytesForRender.byteOffset + pdfBytesForRender.byteLength,
),
pageNumber,
scale: LAYOUT_RENDER_SCALE,
});
const scaleX = rendered.width / Math.max(1, viewport.width);
const scaleY = rendered.height / Math.max(1, viewport.height);
const layoutTextItems = textItems.map((item) => ({
...item,
x: item.x * scaleX,
y: item.y * scaleY,
width: item.width * scaleX,
height: item.height * scaleY,
}));
const regions = await runLayoutModel({
pageWidth: rendered.width,
pageHeight: rendered.height,
textItems: layoutTextItems,
pageImage: rendered.image,
});
const merged = mergeTextWithRegions(regions, layoutTextItems);
if (textItems.length > 0 && merged.length === 0) {
throw new Error(`layout-merge-empty: page=${pageNumber} regions=${regions.length}`);
}
const blocks = merged
.map((entry, readingOrder) => ({
id: `b${String(nextBlockId++).padStart(4, '0')}`,
kind: entry.region.label,
fragments: [{
page: pageNumber,
bbox: [
entry.region.bbox[0] / scaleX,
entry.region.bbox[1] / scaleY,
entry.region.bbox[2] / scaleX,
entry.region.bbox[3] / scaleY,
] as [number, number, number, number],
text: entry.text,
readingOrder,
...(typeof entry.region.confidence === 'number' ? { modelConfidence: entry.region.confidence } : {}),
}],
text: entry.text,
}));
pages.push({
pageNumber,
width: viewport.width,
height: viewport.height,
blocks,
});
}
if (!sawText) {
throw new Error('no-text-layer');
}
const doc: ParsedPdfDocument = {
schemaVersion: 1,
documentId: input.documentId,
parserVersion: 'pp-doclayoutv3-onnx@800+pdfjs@4.8.69',
parsedAt: Date.now(),
pages,
};
return stitchCrossPageBlocks(doc);
} finally {
await pdf.destroy().catch(() => undefined);
await loadingTask.destroy().catch(() => undefined);
}
}