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Digitally-born vs Scanned PDF files PDF documents can contain images and text. PDF files don’t store text in a semantically meaningful way, but in a way that makes it easy to show the text on screen or print it. For this reason text extraction from PDFs is hard. If you scan a document, the resulting PDF typically shows the image of the scan.
- Extract Images
Every page of a PDF document can contain an arbitrary amount...
- Testing
external: Tests that download PDF documents. They are stored...
- Extract Images
Aug 15, 2023 · PyPDF2 can retrieve text and metadata from PDFs as well. Requests allow you to send HTTP/1.1 requests extremely easily. There’s no need to manually add query strings to your URLs, or to form ...
- Manish Panchal
Aug 9, 2024 · How Do I Extract Specific Text from a PDF in Python? Extracting specific text from a PDF in Python can be accomplished using libraries like PyPDF2, pdfplumber, or PyMuPDF. These libraries allow you to read and manipulate PDF files, extracting not only the text but also other data like metadata, images, and more. Using pdfplumber for Text ...
- Getting Started
- Extracting Metadata
- Extracting Text from PDFs
- Wrapping Up
- Related Reading
PyPDF2 doesn’t come as a part of the Python Standard Library, so you will need to install it yourself. The preferred way to do so is to use pip. Now that we have PyPDF2 installed, let’s learn how to get metadata from a PDF!
You can use PyPDF2 to extract a fair amount of useful data from any PDF. For example, you can learn the author of the document, its title and subject and how many pages there are. Let’s find out how by downloading the sample of this book from Leanpub at https://leanpub.com/reportlab. The sample I downloaded was called “reportlab-sample.pdf”. Here’s...
PyPDF2 has limited support for extracting text from PDFs. It doesn’t have built-in support for extracting images, unfortunately. I have seen some recipes on StackOverflow that use PyPDF2 to extract images, but the code examples seem to be pretty hit or miss. Let’s try to extract the text from the first page of the PDF that we downloaded in the prev...
The PyPDF2 package is quite useful. We were able to get some helpful information from PDFs using it. I could see using PyPDF on a folder of PDFs and using the metadata extraction technique to sort out the PDFs by creator name, subject, etc. Give it a try and see what you think!
A Simple Step-by-Step Reportlab TutorialReportLab 101: The textobjectReportLab – How to add Charts and Graphsfrom PyPDF2 import PdfReader reader = PdfReader meta = reader.metadata print len reader.pages print meta.author print meta.creator print meta.producer print meta.subject print meta.title.
PyPDF2 is a free and open source pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files. It can also add custom data, viewing options, and passwords to PDF files. PyPDF2 can retrieve text and metadata from PDFs as well. You can contribute to PyPDF2 on GitHub.
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Aug 10, 2022 · It can also add custom data, viewing options, and passwords to PDF files. PyPDF2 can retrieve text and metadata from PDFs as well. ... metadata = pdf_reader.getDocumentInfo() metadata. Output:
