612 lines
16 KiB
Markdown
612 lines
16 KiB
Markdown
# PDF Processing Advanced Reference
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This document contains advanced PDF processing features, detailed examples, and additional libraries not covered in the main skill instructions.
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## pypdfium2 Library (Apache/BSD License)
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### Overview
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pypdfium2 is a Python binding for PDFium (Chromium's PDF library). It's excellent for fast PDF rendering, image generation, and serves as a PyMuPDF replacement.
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### Render PDF to Images
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```python
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import pypdfium2 as pdfium
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from PIL import Image
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# Load PDF
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pdf = pdfium.PdfDocument("document.pdf")
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# Render page to image
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page = pdf[0] # First page
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bitmap = page.render(
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scale=2.0, # Higher resolution
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rotation=0 # No rotation
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)
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# Convert to PIL Image
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img = bitmap.to_pil()
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img.save("page_1.png", "PNG")
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# Process multiple pages
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for i, page in enumerate(pdf):
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bitmap = page.render(scale=1.5)
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img = bitmap.to_pil()
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img.save(f"page_{i+1}.jpg", "JPEG", quality=90)
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```
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### Extract Text with pypdfium2
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```python
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import pypdfium2 as pdfium
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pdf = pdfium.PdfDocument("document.pdf")
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for i, page in enumerate(pdf):
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text = page.get_text()
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print(f"Page {i+1} text length: {len(text)} chars")
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```
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## JavaScript Libraries
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### pdf-lib (MIT License)
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pdf-lib is a powerful JavaScript library for creating and modifying PDF documents in any JavaScript environment.
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#### Load and Manipulate Existing PDF
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```javascript
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import { PDFDocument } from 'pdf-lib';
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import fs from 'fs';
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async function manipulatePDF() {
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// Load existing PDF
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const existingPdfBytes = fs.readFileSync('input.pdf');
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const pdfDoc = await PDFDocument.load(existingPdfBytes);
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// Get page count
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const pageCount = pdfDoc.getPageCount();
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console.log(`Document has ${pageCount} pages`);
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// Add new page
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const newPage = pdfDoc.addPage([600, 400]);
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newPage.drawText('Added by pdf-lib', {
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x: 100,
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y: 300,
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size: 16
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});
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// Save modified PDF
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const pdfBytes = await pdfDoc.save();
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fs.writeFileSync('modified.pdf', pdfBytes);
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}
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```
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#### Create Complex PDFs from Scratch
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```javascript
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import { PDFDocument, rgb, StandardFonts } from 'pdf-lib';
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import fs from 'fs';
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async function createPDF() {
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const pdfDoc = await PDFDocument.create();
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// Add fonts
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const helveticaFont = await pdfDoc.embedFont(StandardFonts.Helvetica);
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const helveticaBold = await pdfDoc.embedFont(StandardFonts.HelveticaBold);
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// Add page
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const page = pdfDoc.addPage([595, 842]); // A4 size
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const { width, height } = page.getSize();
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// Add text with styling
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page.drawText('Invoice #12345', {
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x: 50,
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y: height - 50,
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size: 18,
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font: helveticaBold,
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color: rgb(0.2, 0.2, 0.8)
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});
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// Add rectangle (header background)
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page.drawRectangle({
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x: 40,
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y: height - 100,
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width: width - 80,
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height: 30,
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color: rgb(0.9, 0.9, 0.9)
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});
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// Add table-like content
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const items = [
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['Item', 'Qty', 'Price', 'Total'],
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['Widget', '2', '$50', '$100'],
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['Gadget', '1', '$75', '$75']
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];
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let yPos = height - 150;
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items.forEach(row => {
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let xPos = 50;
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row.forEach(cell => {
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page.drawText(cell, {
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x: xPos,
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y: yPos,
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size: 12,
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font: helveticaFont
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});
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xPos += 120;
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});
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yPos -= 25;
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});
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const pdfBytes = await pdfDoc.save();
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fs.writeFileSync('created.pdf', pdfBytes);
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}
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```
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#### Advanced Merge and Split Operations
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```javascript
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import { PDFDocument } from 'pdf-lib';
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import fs from 'fs';
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async function mergePDFs() {
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// Create new document
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const mergedPdf = await PDFDocument.create();
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// Load source PDFs
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const pdf1Bytes = fs.readFileSync('doc1.pdf');
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const pdf2Bytes = fs.readFileSync('doc2.pdf');
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const pdf1 = await PDFDocument.load(pdf1Bytes);
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const pdf2 = await PDFDocument.load(pdf2Bytes);
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// Copy pages from first PDF
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const pdf1Pages = await mergedPdf.copyPages(pdf1, pdf1.getPageIndices());
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pdf1Pages.forEach(page => mergedPdf.addPage(page));
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// Copy specific pages from second PDF (pages 0, 2, 4)
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const pdf2Pages = await mergedPdf.copyPages(pdf2, [0, 2, 4]);
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pdf2Pages.forEach(page => mergedPdf.addPage(page));
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const mergedPdfBytes = await mergedPdf.save();
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fs.writeFileSync('merged.pdf', mergedPdfBytes);
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}
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```
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### pdfjs-dist (Apache License)
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PDF.js is Mozilla's JavaScript library for rendering PDFs in the browser.
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#### Basic PDF Loading and Rendering
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```javascript
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import * as pdfjsLib from 'pdfjs-dist';
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// Configure worker (important for performance)
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pdfjsLib.GlobalWorkerOptions.workerSrc = './pdf.worker.js';
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async function renderPDF() {
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// Load PDF
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const loadingTask = pdfjsLib.getDocument('document.pdf');
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const pdf = await loadingTask.promise;
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console.log(`Loaded PDF with ${pdf.numPages} pages`);
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// Get first page
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const page = await pdf.getPage(1);
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const viewport = page.getViewport({ scale: 1.5 });
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// Render to canvas
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const canvas = document.createElement('canvas');
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const context = canvas.getContext('2d');
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canvas.height = viewport.height;
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canvas.width = viewport.width;
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const renderContext = {
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canvasContext: context,
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viewport: viewport
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};
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await page.render(renderContext).promise;
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document.body.appendChild(canvas);
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}
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```
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#### Extract Text with Coordinates
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```javascript
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import * as pdfjsLib from 'pdfjs-dist';
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async function extractText() {
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const loadingTask = pdfjsLib.getDocument('document.pdf');
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const pdf = await loadingTask.promise;
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let fullText = '';
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// Extract text from all pages
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for (let i = 1; i <= pdf.numPages; i++) {
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const page = await pdf.getPage(i);
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const textContent = await page.getTextContent();
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const pageText = textContent.items
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.map(item => item.str)
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.join(' ');
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fullText += `\n--- Page ${i} ---\n${pageText}`;
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// Get text with coordinates for advanced processing
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const textWithCoords = textContent.items.map(item => ({
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text: item.str,
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x: item.transform[4],
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y: item.transform[5],
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width: item.width,
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height: item.height
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}));
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}
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console.log(fullText);
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return fullText;
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}
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```
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#### Extract Annotations and Forms
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```javascript
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import * as pdfjsLib from 'pdfjs-dist';
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async function extractAnnotations() {
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const loadingTask = pdfjsLib.getDocument('annotated.pdf');
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const pdf = await loadingTask.promise;
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for (let i = 1; i <= pdf.numPages; i++) {
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const page = await pdf.getPage(i);
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const annotations = await page.getAnnotations();
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annotations.forEach(annotation => {
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console.log(`Annotation type: ${annotation.subtype}`);
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console.log(`Content: ${annotation.contents}`);
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console.log(`Coordinates: ${JSON.stringify(annotation.rect)}`);
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});
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}
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}
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```
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## Advanced Command-Line Operations
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### poppler-utils Advanced Features
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#### Extract Text with Bounding Box Coordinates
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```bash
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# Extract text with bounding box coordinates (essential for structured data)
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pdftotext -bbox-layout document.pdf output.xml
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# The XML output contains precise coordinates for each text element
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```
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#### Advanced Image Conversion
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```bash
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# Convert to PNG images with specific resolution
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pdftoppm -png -r 300 document.pdf output_prefix
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# Convert specific page range with high resolution
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pdftoppm -png -r 600 -f 1 -l 3 document.pdf high_res_pages
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# Convert to JPEG with quality setting
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pdftoppm -jpeg -jpegopt quality=85 -r 200 document.pdf jpeg_output
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```
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#### Extract Embedded Images
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```bash
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# Extract all embedded images with metadata
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pdfimages -j -p document.pdf page_images
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# List image info without extracting
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pdfimages -list document.pdf
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# Extract images in their original format
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pdfimages -all document.pdf images/img
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```
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### qpdf Advanced Features
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#### Complex Page Manipulation
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```bash
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# Split PDF into groups of pages
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qpdf --split-pages=3 input.pdf output_group_%02d.pdf
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# Extract specific pages with complex ranges
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qpdf input.pdf --pages input.pdf 1,3-5,8,10-end -- extracted.pdf
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# Merge specific pages from multiple PDFs
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qpdf --empty --pages doc1.pdf 1-3 doc2.pdf 5-7 doc3.pdf 2,4 -- combined.pdf
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```
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#### PDF Optimization and Repair
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```bash
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# Optimize PDF for web (linearize for streaming)
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qpdf --linearize input.pdf optimized.pdf
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# Remove unused objects and compress
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qpdf --optimize-level=all input.pdf compressed.pdf
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# Attempt to repair corrupted PDF structure
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qpdf --check input.pdf
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qpdf --fix-qdf damaged.pdf repaired.pdf
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# Show detailed PDF structure for debugging
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qpdf --show-all-pages input.pdf > structure.txt
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```
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#### Advanced Encryption
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```bash
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# Add password protection with specific permissions
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qpdf --encrypt user_pass owner_pass 256 --print=none --modify=none -- input.pdf encrypted.pdf
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# Check encryption status
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qpdf --show-encryption encrypted.pdf
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# Remove password protection (requires password)
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qpdf --password=secret123 --decrypt encrypted.pdf decrypted.pdf
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```
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## Advanced Python Techniques
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### pdfplumber Advanced Features
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#### Extract Text with Precise Coordinates
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```python
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import pdfplumber
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with pdfplumber.open("document.pdf") as pdf:
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page = pdf.pages[0]
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# Extract all text with coordinates
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chars = page.chars
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for char in chars[:10]: # First 10 characters
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print(f"Char: '{char['text']}' at x:{char['x0']:.1f} y:{char['y0']:.1f}")
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# Extract text by bounding box (left, top, right, bottom)
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bbox_text = page.within_bbox((100, 100, 400, 200)).extract_text()
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```
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#### Advanced Table Extraction with Custom Settings
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```python
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import pdfplumber
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import pandas as pd
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with pdfplumber.open("complex_table.pdf") as pdf:
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page = pdf.pages[0]
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# Extract tables with custom settings for complex layouts
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table_settings = {
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"vertical_strategy": "lines",
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"horizontal_strategy": "lines",
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"snap_tolerance": 3,
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"intersection_tolerance": 15
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}
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tables = page.extract_tables(table_settings)
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# Visual debugging for table extraction
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img = page.to_image(resolution=150)
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img.save("debug_layout.png")
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```
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### reportlab Advanced Features
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#### Create Professional Reports with Tables
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```python
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from reportlab.platypus import SimpleDocTemplate, Table, TableStyle, Paragraph
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from reportlab.lib.styles import getSampleStyleSheet
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from reportlab.lib import colors
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# Sample data
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data = [
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['Product', 'Q1', 'Q2', 'Q3', 'Q4'],
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['Widgets', '120', '135', '142', '158'],
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['Gadgets', '85', '92', '98', '105']
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]
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# Create PDF with table
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doc = SimpleDocTemplate("report.pdf")
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elements = []
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# Add title
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styles = getSampleStyleSheet()
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title = Paragraph("Quarterly Sales Report", styles['Title'])
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elements.append(title)
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# Add table with advanced styling
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table = Table(data)
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table.setStyle(TableStyle([
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('BACKGROUND', (0, 0), (-1, 0), colors.grey),
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('TEXTCOLOR', (0, 0), (-1, 0), colors.whitesmoke),
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('ALIGN', (0, 0), (-1, -1), 'CENTER'),
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('FONTNAME', (0, 0), (-1, 0), 'Helvetica-Bold'),
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('FONTSIZE', (0, 0), (-1, 0), 14),
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('BOTTOMPADDING', (0, 0), (-1, 0), 12),
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('BACKGROUND', (0, 1), (-1, -1), colors.beige),
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('GRID', (0, 0), (-1, -1), 1, colors.black)
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]))
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elements.append(table)
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doc.build(elements)
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```
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## Complex Workflows
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### Extract Figures/Images from PDF
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#### Method 1: Using pdfimages (fastest)
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```bash
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# Extract all images with original quality
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pdfimages -all document.pdf images/img
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```
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#### Method 2: Using pypdfium2 + Image Processing
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```python
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import pypdfium2 as pdfium
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from PIL import Image
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import numpy as np
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def extract_figures(pdf_path, output_dir):
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pdf = pdfium.PdfDocument(pdf_path)
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for page_num, page in enumerate(pdf):
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# Render high-resolution page
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bitmap = page.render(scale=3.0)
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img = bitmap.to_pil()
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# Convert to numpy for processing
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img_array = np.array(img)
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# Simple figure detection (non-white regions)
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mask = np.any(img_array != [255, 255, 255], axis=2)
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# Find contours and extract bounding boxes
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# (This is simplified - real implementation would need more sophisticated detection)
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# Save detected figures
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# ... implementation depends on specific needs
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```
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### Batch PDF Processing with Error Handling
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```python
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import os
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import glob
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from pypdf import PdfReader, PdfWriter
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import logging
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger(__name__)
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def batch_process_pdfs(input_dir, operation='merge'):
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pdf_files = glob.glob(os.path.join(input_dir, "*.pdf"))
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if operation == 'merge':
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writer = PdfWriter()
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for pdf_file in pdf_files:
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try:
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reader = PdfReader(pdf_file)
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for page in reader.pages:
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writer.add_page(page)
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logger.info(f"Processed: {pdf_file}")
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except Exception as e:
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logger.error(f"Failed to process {pdf_file}: {e}")
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continue
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with open("batch_merged.pdf", "wb") as output:
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writer.write(output)
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elif operation == 'extract_text':
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for pdf_file in pdf_files:
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try:
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reader = PdfReader(pdf_file)
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text = ""
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for page in reader.pages:
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text += page.extract_text()
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output_file = pdf_file.replace('.pdf', '.txt')
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with open(output_file, 'w', encoding='utf-8') as f:
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f.write(text)
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logger.info(f"Extracted text from: {pdf_file}")
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except Exception as e:
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logger.error(f"Failed to extract text from {pdf_file}: {e}")
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continue
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```
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### Advanced PDF Cropping
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```python
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from pypdf import PdfWriter, PdfReader
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reader = PdfReader("input.pdf")
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writer = PdfWriter()
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# Crop page (left, bottom, right, top in points)
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page = reader.pages[0]
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page.mediabox.left = 50
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page.mediabox.bottom = 50
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page.mediabox.right = 550
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page.mediabox.top = 750
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writer.add_page(page)
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with open("cropped.pdf", "wb") as output:
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writer.write(output)
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```
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## Performance Optimization Tips
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### 1. For Large PDFs
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- Use streaming approaches instead of loading entire PDF in memory
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- Use `qpdf --split-pages` for splitting large files
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- Process pages individually with pypdfium2
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### 2. For Text Extraction
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- `pdftotext -bbox-layout` is fastest for plain text extraction
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- Use pdfplumber for structured data and tables
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- Avoid `pypdf.extract_text()` for very large documents
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### 3. For Image Extraction
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- `pdfimages` is much faster than rendering pages
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- Use low resolution for previews, high resolution for final output
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### 4. For Form Filling
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- pdf-lib maintains form structure better than most alternatives
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- Pre-validate form fields before processing
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### 5. Memory Management
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```python
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# Process PDFs in chunks
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def process_large_pdf(pdf_path, chunk_size=10):
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reader = PdfReader(pdf_path)
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total_pages = len(reader.pages)
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for start_idx in range(0, total_pages, chunk_size):
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end_idx = min(start_idx + chunk_size, total_pages)
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writer = PdfWriter()
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for i in range(start_idx, end_idx):
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writer.add_page(reader.pages[i])
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# Process chunk
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with open(f"chunk_{start_idx//chunk_size}.pdf", "wb") as output:
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writer.write(output)
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```
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## Troubleshooting Common Issues
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|
|
### Encrypted PDFs
|
|
```python
|
|
# Handle password-protected PDFs
|
|
from pypdf import PdfReader
|
|
|
|
try:
|
|
reader = PdfReader("encrypted.pdf")
|
|
if reader.is_encrypted:
|
|
reader.decrypt("password")
|
|
except Exception as e:
|
|
print(f"Failed to decrypt: {e}")
|
|
```
|
|
|
|
### Corrupted PDFs
|
|
```bash
|
|
# Use qpdf to repair
|
|
qpdf --check corrupted.pdf
|
|
qpdf --replace-input corrupted.pdf
|
|
```
|
|
|
|
### Text Extraction Issues
|
|
```python
|
|
# Fallback to OCR for scanned PDFs
|
|
import pytesseract
|
|
from pdf2image import convert_from_path
|
|
|
|
def extract_text_with_ocr(pdf_path):
|
|
images = convert_from_path(pdf_path)
|
|
text = ""
|
|
for i, image in enumerate(images):
|
|
text += pytesseract.image_to_string(image)
|
|
return text
|
|
```
|
|
|
|
## License Information
|
|
|
|
- **pypdf**: BSD License
|
|
- **pdfplumber**: MIT License
|
|
- **pypdfium2**: Apache/BSD License
|
|
- **reportlab**: BSD License
|
|
- **poppler-utils**: GPL-2 License
|
|
- **qpdf**: Apache License
|
|
- **pdf-lib**: MIT License
|
|
- **pdfjs-dist**: Apache License |