#!/usr/bin/env python3 """ Batch PDF to Markdown converter using marker-pdf library """ import os import glob from pathlib import Path from marker.converters.pdf import PdfConverter from marker.models import create_model_dict from marker.output import text_from_rendered def convert_pdf_to_markdown(pdf_path: str, output_dir: str = "output"): """ Convert PDF file to Markdown Args: pdf_path: Path to the PDF file output_dir: Directory to save the output (default: "output") """ # Create output directory if it doesn't exist os.makedirs(output_dir, exist_ok=True) # Get the base filename without extension pdf_file = Path(pdf_path) base_name = pdf_file.stem print(f"\nConverting {pdf_file.name} to Markdown...") try: # Initialize the converter with model dictionary converter = PdfConverter( artifact_dict=create_model_dict(), ) # Convert the PDF file rendered = converter(pdf_path) # Extract text and images from rendered output text, metadata, images = text_from_rendered(rendered) # Save as markdown output_path = os.path.join(output_dir, f"{base_name}.md") with open(output_path, "w", encoding="utf-8") as f: f.write(text) print(f" OK Output saved to: {output_path}") # Save images if any if images: images_dir = os.path.join(output_dir, f"{base_name}_images") os.makedirs(images_dir, exist_ok=True) for img_name, img_data in images.items(): img_path = os.path.join(images_dir, img_name) with open(img_path, "wb") as f: f.write(img_data) print(f" OK {len(images)} images saved to: {images_dir}") # Save metadata if available if metadata: metadata_path = os.path.join(output_dir, f"{base_name}_metadata.json") import json with open(metadata_path, "w", encoding="utf-8") as f: json.dump(metadata, f, indent=2, ensure_ascii=False) print(f" OK Metadata saved to: {metadata_path}") return True except Exception as e: print(f" ERROR: Failed to convert {pdf_file.name}: {e}") return False def convert_all_pdfs(input_dir: str = "input", output_dir: str = "output"): """ Convert all PDF files in the input directory to Markdown Args: input_dir: Directory containing PDF files output_dir: Directory to save the output """ # Find all PDF files pdf_pattern = os.path.join(input_dir, "*.pdf") pdf_files = sorted(glob.glob(pdf_pattern)) if not pdf_files: print(f"No PDF files found in {input_dir}") return print(f"Found {len(pdf_files)} PDF files to convert") print("=" * 60) successful = 0 failed = 0 for pdf_file in pdf_files: if convert_pdf_to_markdown(pdf_file, output_dir): successful += 1 else: failed += 1 print("\n" + "=" * 60) print(f"Conversion complete!") print(f" Successful: {successful}") print(f" Failed: {failed}") print(f" Total: {len(pdf_files)}") if __name__ == "__main__": convert_all_pdfs()