PDF Conversion in Python
Convert PDFs to Word, Excel, and images in Python — using pdfminer, PyPDF2, and pdf2image.
Published:
Tags: PDF conversion Python, Python PDF library, PyPDF2 pdfminer
PDF Conversion in Python Python has a rich ecosystem for PDF processing. The right library depends on what you're extracting: text needs pdfminer.six, tables need Camelot, page images need pdf2image, and document manipulation (merge, split, rotate) needs pypdf. This guide covers each. --- What about Python PDF Library Overview? | Library | Primary Use | Install | |---|---|---| | pdfminer.six | Text + layout extraction | | | pypdf | Read, merge, split, encrypt | | | Camelot | Table extraction | | | pdfplumber | Text + tables (simpler API) | | | pdf2image | Render pages as images | | | pytesseract | OCR on scanned PDFs | | | pdf2docx | PDF to DOCX (layout-aware) | | | ReportLab | Create PDFs from scratch | | | fpdf2 | Create PDFs (simpler API) | | What about Text Extraction with…
Frequently Asked Questions
How do I convert PDF to text in Python?
Use pdfminer.six for the most control: from pdfminer.high_level import extract_text; text = extract_text('document.pdf'). For simpler use cases, pypdf's page.extract_text() method works well. Both handle standard text-based PDFs; scanned PDFs require OCR via pytesseract.
What is PyPDF2?
PyPDF2 is an older Python PDF library now superseded by pypdf (the direct successor). It handles PDF reading, merging, splitting, rotating pages, and extracting text and metadata. pypdf is the maintained version — use that in new projects.
How do I convert PDF to Word in Python?
There's no perfect PDF to DOCX conversion library in Python. The best approach: extract text with pdfminer.six, then reconstruct a DOCX using python-docx. For commercial quality conversion, use pdf2docx library which handles layout reconstruction more thoroughly.
How do I extract tables from PDF in Python?
Use Camelot (camelot-py) for the best results: import camelot; tables = camelot.read_pdf('report.pdf', pages='all', flavor='lattice'); tables[0].df to get a DataFrame. Tabula-py is an alternative that wraps the Java Tabula library.
What is pdf2image?
pdf2image is a Python library that converts PDF pages to PIL/Pillow Image objects using Poppler. It's used for rendering PDFs visually, generating thumbnails, or as a preprocessing step before OCR. Requires Poppler to be installed on the system.
All articles · theproductguy.in