How to Extract Text from a PDF File in Python: Replacing PyPDF with PDFMiner?

Converting PDF to Text with Python

PDF files are often used to share documents securely, but extracting the text content can be challenging. This question explores Python modules capable of converting PDF documents into text.

The user has experimented with a code utilizing PyPDF, but the output lacks spacing, rendering it unusable. This response provides an alternative solution: PDFMiner.

PDFMiner:

PDFMiner is a Python module that can convert PDF files into HTML, SGML, or "Tagged PDF" format. The Tagged PDF format is particularly useful as it can be easily converted to plain text.

Usage:

To use PDFMiner, follow these steps:

1. Install PDFMiner:

   pip install pdfminer

2. Extract text from a PDF file:

   import pdfminer
   from pdfminer.high_level import extract_text
   
   text = extract_text("path/to/pdf_file.pdf")

Python 3 Version:

For Python 3, PDFMiner is available at:

• https://github.com/pdfminer/pdfminer.six

This alternative solution addresses the challenges faced by the user with PyPDF, providing a more efficient method of extracting text from PDF files in Python.

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